From 6019fa3e1324c2b289825057a2071a2ca5e1dd1b Mon Sep 17 00:00:00 2001 From: Abhineet Gupta Date: Sun, 14 Jun 2026 09:33:18 -0600 Subject: [PATCH 1/5] Improve `PeakLoadManagementOptimizedStorageController` to allow for multi-objective BESS --- CHANGELOG.md | 1 + .../figures/plm_optimized_dispatch.png | Bin 126858 -> 160187 bytes .../pyomo_controllers.md | 67 +- environment.yml | 1 + .../demand_profiles/demand.yaml | 8784 +++++++++++++++++ .../demand_profiles/lmp.yaml | 8784 +++++++++++++++++ .../demand_profiles/supervisory_signal.yaml | 8760 ---------------- .../run_plm_optimized_dispatch.py | 162 +- .../tech_config.yaml | 3 +- examples/test/test_all_examples.py | 6 +- .../plm_optimized_storage_controller.py | 192 +- .../test_plm_optimized_storage_controller.py | 155 +- 12 files changed, 17979 insertions(+), 8936 deletions(-) create mode 100644 examples/34_plm_optimized_dispatch/demand_profiles/demand.yaml create mode 100644 examples/34_plm_optimized_dispatch/demand_profiles/lmp.yaml delete mode 100644 examples/34_plm_optimized_dispatch/demand_profiles/supervisory_signal.yaml diff --git a/CHANGELOG.md b/CHANGELOG.md index e28b7a4cb..7b7c4e9d0 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,7 @@ ## Unreleased +- Modify `PeakLoadManagementOptimizedStorageController` to allow for a multi-objective BESS controller - Change commodity in DRI and EAF model from pig iron to sponge iron based on likely carbon content [PR 670](https://github.com/NatLabRockies/H2Integrate/pull/670) - Bugfix for round-trip efficiency handling when calling `check_inputs` around `StoragePerformanceModel` [PR 684](https://github.com/NatLabRockies/H2Integrate/pull/684) - Bugfix. Include nuclear in electricity producing tech list and improve error message for zero-length electricity producing techs in model when electricity is specified as the commodity. 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MnOrTu?EK{a0Fvwn;Q#;t diff --git a/docs/control/technology_level_control/pyomo_controllers.md b/docs/control/technology_level_control/pyomo_controllers.md index 19ebfc9f4..ed86d3fdd 100644 --- a/docs/control/technology_level_control/pyomo_controllers.md +++ b/docs/control/technology_level_control/pyomo_controllers.md @@ -111,16 +111,17 @@ tech_to_dispatch_connections: [ ] ``` -# Optimized Demand Response Controller +## Optimized Demand Response Controller -This controller optimizes the dispatch of a Battery Energy Storage System (BESS) based on a pre-defined supervisory signal. This signal could be the Locational Marginal Price (LMP), a demand profile, or an $LMP\times demand$ product depending on the application. The objective is to maximize incentive payments to the battery, subject to constraints on the maximum number of dispatch events per month and on the battery state of charge. +This controller optimizes the dispatch of a Battery Energy Storage System (BESS). It is demonstrated for a scenario in which a Generation and Transmission cooperative (G&T) is connected to a Distribution Co-operative (Co-op). The battery is owned and operated by the Co-op, primarily to reduce its electricity cost; in addition, the G&T can request battery dispatch a limited number of times during peak LMP periods, in exchange for incentive payments. Using a pre-defined Locational Marginal Price (LMP) profile and consumer power demand profile as inputs, the controller maximizes the incentive payments earned from G&T-requested dispatches while minimizing the Co-op's electricity cost, subject to constraints on the maximum number of dispatch events per month and the battery's state of charge. The result demonstrates peak load management and demand response from a single coordinated controller. The controller works at any simulation timestep resolution (`dt`). All time-based parameters ( `event_duration`, `min_peak_separation`) are specified in physical time units (hours, minutes, etc.) and are internally converted to timesteps using `dt`. -## Definitions +### Definitions **Given:** -- $\lambda_t$ := `supervisory_signal`: price, demand, or price $\times$ demand time series at timestep $t$ +- $\lambda_t$ := `lmp_signal`: electricity price time series at timestep $t$ +- $\delta_t$ := `demand_signal`: consumer demand time series at timestep $t$ - $\Delta t$ := simulation timestep duration (hours), derived from `dt` in the plant config - $\mathcal{W}$ := `peak_window`: set of timesteps eligible for dispatch (e.g., 12:00-20:00 each day) - $\lambda_*$ := signal threshold = `signal_threshold_percentile`-th percentile of $\lambda_t$ over $\mathcal{W}$ @@ -140,7 +141,7 @@ The controller works at any simulation timestep resolution (`dt`). All time-base - $\tau$ := `steps_per_event` : number of timesteps per event (1 when `event_duration` is `null`) - $B_m$ := remaining event budget for month $m$ = $N_{\max}$ minus events already dispatched in prior windows -## Dispatch Window Construction +### Dispatch Window Construction Before the MILP is solved, the dispatch window $\mathcal{D}$ is built in two steps: @@ -148,25 +149,29 @@ Before the MILP is solved, the dispatch window $\mathcal{D}$ is built in two ste **Step 2 : Event window expansion:** If `event_duration` is specified, each peak in $\mathcal{E}$ is expanded by $\pm$ `event_duration`/2 timesteps to form $\mathcal{D}$. If `event_duration` is `null`, $\mathcal{D} = \mathcal{E}$. -## Decision Variables +### Decision Variables - -- $u_t \in \{0, 1\}$ := discharge binary: 1 if a discharge event is active at timestep $t$; used for event counting and window feasibility constraints only +- $u_{gt,t} \in \{0, 1\}$ := discharge binary: 1 if a discharge event at G&T's command is active at timestep $t$; used for event counting and window feasibility constraints only +- $u_{coop,t} \in \{0, 1\}$ := discharge binary: 1 if a discharge event at Co-op's command is active at timestep $t$; used for event counting and window feasibility constraints only - $v_t \in \{0, 1\}$ := charge binary: 1 if a charge event is active at timestep $t$ -- $p_{d,t} \in [0,\, P_{\max}]$ := discharge power (kW) actually dispatched at timestep $t$ -- $p_{c,t} \in [0,\, P_{\max}]$ := charge power (kW) actually consumed at timestep $t$ +- $p^d_{gt,t} \in [0,\, P_{\max}]$ := discharge power (kW) dispatched at G&Ts command at timestep $t$ +- $p^d_{coop,t} \in [0,\, P_{\max}]$ := discharge power (kW) dispatched at Co-op's command timestep $t$ +- $pc_{t} \in [0,\, P_{\max}]$ := charge power (kW) consumed at timestep $t$ +- $p_{gt2coop,t}$ := Energy supplied by the G&T to Co-op at timestep $t$ - $\text{SoC}_t \in [\text{SoC}_{\min},\, \text{SoC}_{\max}]$ := state of charge (fraction) at timestep $t$ -## Optimization Problem +### Optimization Problem This optimization is executed for each rolling window. At each window boundary the terminal SoC is carried forward as the initial condition for the next window. -### Objective +#### Objective -Maximize total incentive revenue over the window: +Minimize Co-op's cost and maximize total incentive revenue over the optimization window: $$ -\max_{u_t, v_t,p_{d,t}, p_{c,t}} \quad \gamma \cdot \Delta t \sum_{t \in \mathcal{T}} p_{d,t} +\min_{u_{gt,t},u_{coop,t},v_t,p^d_{gt,t},p^d_{coop,t},pc_t,\text{SOC}_t,p_{gt2coop,t}} \quad +\Delta t \cdot \sum(f(\lambda_t) \cdot p_{gt2coop,t}) +-\gamma \cdot \Delta t \sum_{t \in \mathcal{T}} p^d_{gt,t} $$ The factor $\Delta t$ converts power (kW) to energy (kWh), so the objective is correctly scaled at any timestep resolution. @@ -176,21 +181,25 @@ The factor $\Delta t$ converts power (kW) to energy (kWh), so the objective is c - Dispatch only within the event window $\mathcal{D}$: $$ -u_t = 0 \qquad \forall\, t \notin \mathcal{D} +u_{gt,t} = 0 \qquad \forall\, t \notin \mathcal{D} $$ - Maximum $N_{\max}$ discharge events per month. Because `event_duration` fixes each event to exactly $\tau$ timesteps, the event cap translates directly into a timestep cap: $$ -\sum_{t \in \mathcal{M}_m \cap \mathcal{T}} u_t \leq B_m \cdot \tau \qquad \forall\, m +\sum_{t \in \mathcal{M}_m \cap \mathcal{T}} u_{gt,t} \leq B_m \cdot \tau \qquad \forall\, m $$ -After each window is solved, events are counted via rising-edge detection (a new event begins whenever $u_t = 1$ and $u_{t-1} = 0$) and $B_m$ is decremented accordingly for subsequent windows. +After each window is solved, events are counted via rising-edge detection (a new event begins whenever $u_{gt,t} = 1$ and $u_{gt,t-1} = 0$) and $B_m$ is decremented accordingly for subsequent windows. - Power is zero when the binary is 0, and at most $P_{\max}$ when it is 1: $$ -p_{d,t} \leq P_{\max} \cdot u_t \qquad \forall\, t \in \mathcal{T} +p^d_{gt,t} \leq P_{\max} \cdot u_{gt,t} \qquad \forall\, t \in \mathcal{T} +$$ + +$$ +p^d_{coop,t} \leq P_{\max} \cdot u_{coop,t} \qquad \forall\, t \in \mathcal{T} $$ $$ @@ -200,7 +209,7 @@ $$ - SoC evolution with continuous charge and discharge power: $$ -\text{SoC}_{t} = \text{SoC}_{t-1} + \frac{\eta_c \cdot p_{c,t} \cdot \Delta t}{E_{\max}} - \frac{p_{d,t} \cdot \Delta t}{\eta_d \cdot E_{\max}} \qquad \forall\, t \in \mathcal{T},\, t > 0 +\text{SoC}_{t} = \text{SoC}_{t-1} + \frac{\eta_c \cdot p_{c,t}\cdot \Delta t }{E_{\max}} - \frac{p^d_{gt,t} \cdot \Delta t}{\eta_d \cdot E_{\max}} - \frac{p^d_{coop,t} \cdot \Delta t}{\eta_d \cdot E_{\max}} \qquad \forall\, t \in \mathcal{T},\, t > 0 $$ - SoC bounds: @@ -212,7 +221,7 @@ $$ - No simultaneous charge and discharge: $$ -u_t + v_t \leq 1 \qquad \forall\, t \in \mathcal{T} +u_{gt,t} + u_{coop,t} + v_t \leq 1 \qquad \forall\, t \in \mathcal{T} $$ - No charging during the dispatch window (battery reserved for discharge): @@ -224,10 +233,24 @@ $$ - Variable domains: $$ -u_t \in \{0, 1\}, \quad v_t \in \{0, 1\}, \quad p_{d,t},\, p_{c,t} \in [0,\, P_{\max}], \quad \text{SoC}_t \in [\text{SoC}_{\min},\, \text{SoC}_{\max}] \qquad \forall\, t +u_{gt,t} \in \{0, 1\}, u_{coop,t} \in \{0, 1\}, \quad v_t \in \{0, 1\} \qquad \forall\, t +$$ + +$$ +p^d_{gt,t},\,p^d_{coop,t},\, p_{c,t} \in [0,\, P_{\max}] \qquad \forall\, t +$$ + +$$ +\quad \text{SoC}_t \in [\text{SoC}_{\min},\, \text{SoC}_{\max}] \qquad \forall\, t +$$ + +- Energy balance at Co-Op level + +$$ +\delta_t = p_{gt2coop,t} + p^d_{gt,t} + p^d_{coop,t} - p_{c,t} $$ -Example 34 performs the optimization with a synthetic LMP signal. The look-ahead horizon (`n_control_window_hours`) controls how many hours are optimized at once. Larger values improve solution quality but increase solve time. See the figure below for results. +Example 34 performs the optimization with a synthetic LMP signal and demand signal. The look-ahead horizon (`n_control_window_hours`) controls how many hours are optimized at once. Larger values improve solution quality but increase solve time. See the figure below for results. ![](./figures/plm_optimized_dispatch.png) diff --git a/environment.yml b/environment.yml index 5ca9dbed3..5f401b5f5 100644 --- a/environment.yml +++ b/environment.yml @@ -3,6 +3,7 @@ channels: [conda-forge, defaults] dependencies: - python=3.11 - glpk + - highspy - coin-or-cbc>=2.10.12 # - wisdem # NOTE: uncomment if installing with Ard - pip diff --git a/examples/34_plm_optimized_dispatch/demand_profiles/demand.yaml b/examples/34_plm_optimized_dispatch/demand_profiles/demand.yaml new file mode 100644 index 000000000..acb5b0bea --- /dev/null +++ b/examples/34_plm_optimized_dispatch/demand_profiles/demand.yaml @@ -0,0 +1,8784 @@ +- 5298 +- 5209 +- 5089 +- 4977 +- 4868 +- 4724 +- 4614 +- 4517 +- 4471 +- 4394 +- 4364 +- 4385 +- 4454 +- 4554 +- 4614 +- 4663 +- 4779 +- 4841 +- 4888 +- 4888 +- 4877 +- 4890 +- 4952 +- 5097 +- 5289 +- 5243 +- 5173 +- 5122 +- 5006 +- 4832 +- 4687 +- 4591 +- 4568 +- 4588 +- 4583 +- 4724 +- 4927 +- 5228 +- 5449 +- 5421 +- 5300 +- 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16.34 +- 22.12 +- 20.11 +- 22.11 +- 18.68 +- 18.81 +- 19.13 +- 14.92 +- 16.3 +- 17.06 +- 16.95 +- 17.57 +- 19.06 +- 21.38 +- 29.41 +- 91.27 +- 28.37 +- 30.38 +- 32.68 +- 25.31 +- 26.8 +- 36.5 +- 26.69 +- 28.27 +- 38.76 +- 63.75 +- 36.64 +- 45.46 +- 32.63 +- 30.96 +- 28.83 +- 36.43 +- 29.31 +- 15.05 +- 20.39 +- 20.96 +- 23.16 +- 40.3 +- 28.42 +- 189.76 +- 40.13 +- 34.76 +- 32.65 +- 29.6 +- 26.77 +- 32.54 +- 31.54 +- 27.77 +- 33.72 +- 39.25 +- 35.4 +- 36.98 +- 31.84 +- 28.17 +- 25.4 +- 21.28 +- 28.1 +- 27.65 +- 29.86 +- 23.64 +- 21.39 +- 21.54 +- 26.6 +- 29.41 +- 34.06 +- 33.9 +- 25.63 +- 23.69 +- 25.17 +- 21.44 +- 22.97 +- 22.71 +- 32.83 +- 34.24 +- 29.8 +- 28.37 +- 28.68 +- 25.1 +- 20.85 +- 22.04 +- 17.25 +- 15.72 +- 17.94 +- 14.07 +- 15.47 +- 13.68 +- 14.68 +- 28.89 +- 23.48 +- 29.77 +- 28.3 +- 33.03 +- 27.74 +- 27.26 +- 29.02 +- 22.09 +- 23.95 +- 34.61 +- 30.36 +- 34.74 +- 35.08 +- 28.49 +- 29.96 +- 28.91 +- 33.02 +- 27.66 +- 29.6 +- 25.82 +- 25.27 +- 26.85 +- 26.65 +- 31.03 +- 32.31 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22.01 +- 21.58 +- 21.27 +- 23.57 +- 23.8 +- 22.55 +- 22.29 +- 23.43 +- 27.66 +- 30.92 +- 27.95 +- 29.67 +- 29.06 +- 29.33 +- 32.19 +- 31.94 +- 33.13 +- 26.39 +- 25.47 +- 22.72 +- 22.08 +- 20.75 +- 16.61 +- 21.54 +- 19.78 +- 20.05 +- 20.24 +- 10.09 +- 21.15 +- 21.68 +- 30.51 +- 22.89 +- 24.35 +- 26.79 +- 23.84 +- 26.79 +- 26.92 +- 32.01 +- 28.27 +- 28.97 +- 27.45 +- 24.23 +- 24.49 +- 21.72 +- 20.91 +- 14.42 +- 17.45 +- 17.85 +- 7.85 +- 9.69 +- 15.62 +- 16.72 +- 18.41 +- 18.84 +- 20.13 +- 20.32 +- 21.34 +- 21.39 +- 22.19 +- 22.02 +- 21.56 +- 22.07 +- 19.2 +- 22.9 +- 25.98 +- 19.02 +- 17.18 +- 20.75 +- 21.82 +- 21.72 +- 20.45 +- 18.97 +- 19.91 +- 18.35 +- 18.68 +- 18.56 +- 19.11 +- 18.16 +- 18.98 +- 20.16 +- 20.55 +- 21.47 +- 20.25 +- 18.84 +- 20.37 +- 19.22 +- 20.67 +- 22.49 +- 23.96 +- 28.63 +- 24.9 +- 24.595 +- 24.29 +- 22.71 +- 21.77 +- 19.1 +- 18.38 +- 18.15 +- 18.88 +- 19.2 +- 21.49 +- 22.85 +- 24.55 +- 24.77 +- 24.33 +- 22.84 +- 19.39 +- 20.17 +- 19.97 +- 19.96 +- 21.23 +- 22.31 +- 28.51 +- 25.44 +- 22.58 +- 22.01 +- 20.49 +- 22.58 +- 27.02 +- 28.73 +- 22.37 +- 26.08 +- 14.68 +- 24.6 +- 11.72 +- 25.93 +- 20.68 +- 28.89 +- 22.85 +- 22.52 +- 21.37 +- 16.88 +- 18.14 +- 16.17 +- 14.25 +- 20.08 +- 21.23 +- 22.02 +- 20.5 +- 20.66 +- 15.85 +- 18.93 +- 19.61 diff --git a/examples/34_plm_optimized_dispatch/demand_profiles/supervisory_signal.yaml b/examples/34_plm_optimized_dispatch/demand_profiles/supervisory_signal.yaml deleted file mode 100644 index ed3860f5b..000000000 --- a/examples/34_plm_optimized_dispatch/demand_profiles/supervisory_signal.yaml +++ /dev/null @@ -1,8760 +0,0 @@ -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 121.0501 -- 82.3572 -- 104.0367 -- 89.455 -- 103.9503 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 122.5359 -- 83.9824 -- 142.5416 -- 78.9059 -- 78.5578 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 83.4137 -- 79.0599 -- 85.0666 -- 85.3182 -- 79.7008 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 82.8949 -- 89.15 -- 78.6225 -- 83.3834 -- 101.5483 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 81.5338 -- 71.4758 -- 74.2712 -- 74.3409 -- 69.6864 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 8.0 -- 28.0 -- 28.0 -- 28.0 -- 28.0 -- 71.5507 -- 114.5877 -- 68.5757 -- 84.7005 -- 69.4464 -- 23.0 -- 23.0 -- 23.0 -- 8.0 -- 8.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 18.0 -- 38.0 -- 38.0 -- 38.0 -- 38.0 -- 79.3612 -- 99.056 -- 90.6929 -- 114.607 -- 93.6671 -- 33.0 -- 33.0 -- 33.0 -- 18.0 -- 18.0 diff --git a/examples/34_plm_optimized_dispatch/run_plm_optimized_dispatch.py b/examples/34_plm_optimized_dispatch/run_plm_optimized_dispatch.py index 378e7d75b..05c9c30ec 100644 --- a/examples/34_plm_optimized_dispatch/run_plm_optimized_dispatch.py +++ b/examples/34_plm_optimized_dispatch/run_plm_optimized_dispatch.py @@ -1,8 +1,10 @@ """ - -This example demonstrates demand-response storage dispatch using a rolling-horizon -MILP controller. The battery is scheduled to discharge during high-LMP peak hours -to maximize incentives. +This example simulates a Battery Energy Storage system controller +to demonstrate demand-response and peak-load management dispatch +using a rolling-horizon MILP controller. +The battery is scheduled to discharge during high-LMP peak hours +to maximize incentives and during off-peak hours to minimize the +operation cost. """ from pathlib import Path @@ -14,57 +16,60 @@ from h2integrate.core.utilities import build_time_series_from_plant_config from h2integrate.core.h2integrate_model import H2IntegrateModel - EXAMPLE_DIR = Path(__file__).parent +# Run H2Ingegrate model = H2IntegrateModel(EXAMPLE_DIR / "34_plm_optimized_dispatch.yaml") model.setup() - - -N = model.plant_config["plant"]["simulation"]["n_timesteps"] -percentile = model.technology_config["technologies"]["battery"]["model_inputs"][ - "control_parameters" -]["signal_threshold_percentile"] - model.run() -lmp = np.array( - model.technology_config["technologies"]["battery"]["model_inputs"]["control_parameters"][ - "supervisory_signal" - ] -)[:N] - +# Read inputs from config +control_params = model.technology_config["technologies"]["battery"]["model_inputs"][ + "control_parameters" +] n_timesteps = int(model.plant_config["plant"]["simulation"]["n_timesteps"]) +lmp = np.array(control_params["lmp_signal"])[:n_timesteps] +demand = np.array(control_params["demand_signal"])[:n_timesteps] dt_seconds = int(model.plant_config["plant"]["simulation"]["dt"]) time_index = pd.DatetimeIndex(build_time_series_from_plant_config(model.plant_config)) +event_dur_cfg = control_params.get("event_duration") +half_td = None +if event_dur_cfg is not None: + half_td = pd.Timedelta(value=event_dur_cfg["val"], unit=event_dur_cfg["units"]) / 2 + +# Read H2Integrate output battery_power = model.prob.get_val("battery.storage_electricity_discharge", units="kW") soc_pct = model.prob.get_val("battery.SOC", units="percent") +# Read controller output controller = model.control_strategies[0] pw_start, pw_end = controller._parse_peak_window() pw_start_h = pw_start.hour pw_end_h = pw_end.hour -control_params = model.technology_config["technologies"]["battery"]["model_inputs"][ - "control_parameters" -] -event_dur_cfg = control_params.get("event_duration") - -half_td = None -if event_dur_cfg is not None: - half_td = pd.Timedelta(value=event_dur_cfg["val"], unit=event_dur_cfg["units"]) / 2 - -threshold_pct = np.percentile(lmp, percentile) -discharge_mask = battery_power > 0 - - +# Intermediate MILP decision variables +u_dicharge_gt = controller.discharge_gt_bin_history +u_dicharge_coop = controller.discharge_coop_bin_history +v_charge = controller.charge_bin_history +p_dicharge_gt = controller.p_discharge_gt_history +p_dicharge_coop = controller.p_discharge_coop_history +p_charge = controller.p_charge_history +p_tocoop = controller.p_tocoop_history + +# Plot outputs +plotdays = 10 plt.rcParams.update({"axes.spines.top": False, "axes.spines.right": False}) -fig, axes = plt.subplots(2, 1, sharex=True, figsize=(11, 7)) -days = pd.date_range(time_index[0].normalize(), periods=14, freq="D", tz=time_index.tz) -time_window = min(n_timesteps, int(14 * 24 * 3600 / dt_seconds)) # 14 days - +fig, axes = plt.subplots(4, 1, sharex=True, figsize=(8, 6)) +days = pd.date_range(time_index[0].normalize(), periods=plotdays, freq="D", tz=time_index.tz) +plot_time_window = min(n_timesteps, int(plotdays * 24 * 3600 / dt_seconds)) # 14 days +eventlogmask = [False] * n_timesteps +for i in range(n_timesteps): + if i == 0: + eventlogmask[i] = False + elif u_dicharge_gt[i] == 1 and u_dicharge_gt[i-1] ==0 : + eventlogmask[i] = True def shade_peaks(ax): for day in days: @@ -72,7 +77,7 @@ def shade_peaks(ax): day + pd.Timedelta(hours=pw_start_h), day + pd.Timedelta(hours=pw_end_h), color="orange", - alpha=0.10, + alpha=0.20, linewidth=0, zorder=0, ) @@ -94,31 +99,92 @@ def shade_peaks(ax): zorder=0, ) - -w_discharge = discharge_mask[:time_window] - +# Plot LMP ax = axes[0] shade_peaks(ax) -ax.plot(time_index[:time_window], lmp[:time_window], color="steelblue", linewidth=1.0) -ax.axhline(threshold_pct, color="k", linestyle="--", linewidth=0.8) ax.plot( - time_index[:time_window][w_discharge], - lmp[:time_window][w_discharge], - "r*", - markersize=8, - zorder=5, + time_index[:plot_time_window], + lmp[:plot_time_window], + color="steelblue", + linewidth=1.0, + label="LMP ($/MWh)", ) ax.set_ylabel("LMP ($/MWh)", fontsize=8) ax.set_ylim(bottom=0) +ax.legend(fontsize=7, loc="upper left", frameon=True) +# Plot SOC ax = axes[1] shade_peaks(ax) -ax.plot(time_index[:time_window], soc_pct[:time_window], color="g", linewidth=1.0) +ax.plot( + time_index[:plot_time_window], + soc_pct[:plot_time_window], + linewidth=1.0, + label="Battery SOC (%)", +) ax.axhline(90, color="gray", linestyle=":", linewidth=0.7) ax.axhline(10, color="gray", linestyle=":", linewidth=0.7) -ax.set_ylabel("SOC (%)", fontsize=8) +ax.set_ylabel("Battery SOC (%)", fontsize=8) +ax.legend(fontsize=7, loc="lower left", frameon=True) ax.set_ylim([0, 105]) +# Plot battery discharges and charges +ax = axes[2] +shade_peaks(ax) +ax.plot( + time_index[:plot_time_window], + p_dicharge_gt[:plot_time_window], + color="green", + label="Discharging for G&T", + linewidth=1.0, +) +ax.plot( + time_index[:plot_time_window], + p_dicharge_coop[:plot_time_window], + color="darkorange", + label="Discharging for Co-Op", + linewidth=1.0, +) +ax.plot( + time_index[:plot_time_window], + -p_charge[:plot_time_window], + color="orange", + linestyle = "--", + label="Charging", + linewidth=1.0, +) +ax.axhline(0, color="k", linewidth=0.5) +ax.set_ylabel("Battery power (kW)", fontsize=8) +# ax.legend(fontsize=7, loc="lower left", frameon=True) +ax.legend( + fontsize=7, + loc="upper center", + bbox_to_anchor=(0.5, 1.25), # x, y position + ncol=3, # arrange legend entries horizontally +) + +# Plot demand and power supply from G&T to Co-Op +ax = axes[3] +shade_peaks(ax) +ax.plot( + time_index[:plot_time_window], + demand[:plot_time_window], + color="k", + label="Demand", + linewidth=1.0, +) +ax.plot( + time_index[:plot_time_window], + p_tocoop[:plot_time_window], + color="teal", + label="G&T to Co-Op", + linewidth=1.0, + linestyle="--", +) +ax.set_ylabel("Demand (kW)", fontsize=8) +ax.set_xlabel("Time") +ax.set_ylim([2500,6250]) +ax.legend(fontsize=7, loc="lower left", frameon=True) plt.tight_layout() plt.savefig(EXAMPLE_DIR / "plm_optimized_dispatch.png", dpi=150, bbox_inches="tight") diff --git a/examples/34_plm_optimized_dispatch/tech_config.yaml b/examples/34_plm_optimized_dispatch/tech_config.yaml index 0f0a2df68..b2c01acb1 100644 --- a/examples/34_plm_optimized_dispatch/tech_config.yaml +++ b/examples/34_plm_optimized_dispatch/tech_config.yaml @@ -23,7 +23,8 @@ technologies: demand_profile: 0.0 control_parameters: system_commodity_interface_limit: 1.0e9 - supervisory_signal: !include demand_profiles/supervisory_signal.yaml + lmp_signal: !include demand_profiles/lmp.yaml + demand_signal: !include demand_profiles/demand.yaml peak_window: start: 12:00:00 end: 20:00:00 diff --git a/examples/test/test_all_examples.py b/examples/test/test_all_examples.py index d02a1c52a..9b90c4b54 100644 --- a/examples/test/test_all_examples.py +++ b/examples/test/test_all_examples.py @@ -3040,13 +3040,13 @@ def test_plm_optimized_dispatch_example(subtests, temp_copy_of_example): with subtests.test("Check number of discharge events"): # With the given demand profile and battery size, there should be 2 discharge events num_discharge_events = np.sum(battery_power > 1e-3) # Count timesteps with discharge - assert num_discharge_events == 588 + assert num_discharge_events == 2022 with subtests.test("Check total energy discharged"): total_energy_discharged = battery_power.sum() * (1 / 60) # kWh, 1 min timestep - assert pytest.approx(total_energy_discharged, rel=1e-2) == 2428.0 + assert pytest.approx(total_energy_discharged, rel=1e-2) == 8798.61333 with subtests.test("Check total energy charged"): battery_charge = model.prob.get_val("battery.storage_electricity_charge", units="kW") total_energy_charged = battery_charge.sum() * (1 / 60) # kWh, 1 min timestep - assert pytest.approx(total_energy_charged, rel=1e-3) == -2663.0 + assert pytest.approx(total_energy_charged, rel=1e-3) == -9721.0858 diff --git a/h2integrate/control/control_strategies/storage/plm_optimized_storage_controller.py b/h2integrate/control/control_strategies/storage/plm_optimized_storage_controller.py index 30cbbb80e..d731815e7 100644 --- a/h2integrate/control/control_strategies/storage/plm_optimized_storage_controller.py +++ b/h2integrate/control/control_strategies/storage/plm_optimized_storage_controller.py @@ -30,9 +30,9 @@ class PeakLoadManagementOptimizedControllerConfig(PyomoStorageControllerBaseConf Attributes: max_charge_rate (float): Maximum charge and discharge rate (kW). - supervisory_signal (list[float]): Price, demand, or price*demand - forecast time series. The rolling horizon solver uses one window of - length ``n_control_window_hours`` per solve. + lmp_signal (list[float]): Locational Marginal Pricing (LMP) + forecast time series. + demand_signal (list[float]): Consumer demand forcast time series peak_window (dict): Hours eligible for dispatch. Keys ``'start'`` and ``'end'`` must be strings in ``HH:MM:SS`` format. performance_incentive (float): Incentive revenue in $/kWh. @@ -75,7 +75,8 @@ class PeakLoadManagementOptimizedControllerConfig(PyomoStorageControllerBaseConf """ max_charge_rate: float = field() - supervisory_signal: list = field() + lmp_signal: list = field() + demand_signal: list = field() peak_window: dict = field() performance_incentive: float = field(default=None) performance_incentive_per_event: float = field(default=None) @@ -89,7 +90,7 @@ class PeakLoadManagementOptimizedControllerConfig(PyomoStorageControllerBaseConf def __attrs_post_init__(self): # Make sure n_control_window_hours is an int - self.n_control_window_hours = int(math.ceil(self.n_control_window_hours)) + self.n_control_window_hours = math.ceil(self.n_control_window_hours) super().__attrs_post_init__() both_set = ( @@ -129,9 +130,10 @@ class PeakLoadManagementOptimizedStorageController(PyomoStorageControllerBaseCla Each call to the dispatch solver iterates over the full simulation in windows of length ``n_control_window_hours``. For each window it builds - and solves a MILP that maximizes incentive revenue, then passes the - resulting dispatch commands to the performance model. The terminal SOC - of each window is carried forward as the initial SOC of the next window. + and solves a MILP that maximizes incentive revenue and minimizes Co-Op cost. + It then passes the resulting dispatch commands to the performance model. + The terminal SOC of each window is carried forward as the initial SOC of + the next window. """ dr_model: Any @@ -167,7 +169,7 @@ def setup(self): self.dt_seconds = int(sim["dt"]) # length of each timestep in seconds # n_control_window_hours is stored in hours; convert to timesteps now that dt is known. - n_cw_steps = max(1, int(round(self.config.n_control_window_hours * 3600 / self.dt_seconds))) + n_cw_steps = max(1, round(self.config.n_control_window_hours * 3600 / self.dt_seconds)) object.__setattr__(self.config, "n_control_window_hours", n_cw_steps) super().setup() @@ -207,18 +209,6 @@ def setup(self): else: self.steps_per_event = 1 - def initialize_parameters(self, inputs): - """Sync OpenMDAO inputs into the config. - - Args: - inputs (dict): OpenMDAO inputs dict. Recognized keys are - ``'max_charge_rate'`` and ``'storage_capacity'``. - """ - if "max_charge_rate" in inputs: - object.__setattr__(self.config, "max_charge_rate", float(inputs["max_charge_rate"][0])) - if "storage_capacity" in inputs: - object.__setattr__(self.config, "max_capacity", float(inputs["storage_capacity"][0])) - def compute(self, inputs, outputs, discrete_inputs, discrete_outputs): """Build the DR dispatch solver and write it to discrete outputs. @@ -269,6 +259,18 @@ def pyomo_dispatch_solver( storage_out = np.zeros(self.n_timesteps) soc_out = np.zeros(self.n_timesteps) + # Per-timestep history of the MILP decision variables, accumulated + # across all rolling windows. Exposed as attributes so callers + # (e.g. plotting scripts) can read them via + # ``model.control_strategies[i].p_discharge_gt_history`` etc. + self.p_discharge_gt_history = np.zeros(self.n_timesteps) + self.p_discharge_coop_history = np.zeros(self.n_timesteps) + self.p_charge_history = np.zeros(self.n_timesteps) + self.p_tocoop_history = np.zeros(self.n_timesteps) + self.discharge_gt_bin_history = np.zeros(self.n_timesteps) + self.discharge_coop_bin_history = np.zeros(self.n_timesteps) + self.charge_bin_history = np.zeros(self.n_timesteps) + # Track events used per calendar month so the monthly cap is # respected across window boundaries. events_used_per_month = {} @@ -304,13 +306,28 @@ def pyomo_dispatch_solver( # Solve the optimzation problem self.solve_dispatch_model( start_time=window_start, - n_days=int(math.ceil(self.n_timesteps * self.dt_seconds / 86400)), + n_days=math.ceil(self.n_timesteps * self.dt_seconds / 86400), ) - # Count new discharge events to track the monthly cap. + # Count new discharge events to track the monthly cap, and + # record the per-timestep MILP decision variables. for t in range(window_len): - discharging = pyomo.value(self.dr_model.discharge[t]) > 0.5 - prev_discharging = t > 0 and pyomo.value(self.dr_model.discharge[t - 1]) > 0.5 + abs_t = window_start + t + + d1_val = pyomo.value(self.dr_model.discharge_gt[t]) + d2_val = pyomo.value(self.dr_model.discharge_coop[t]) + c_val = pyomo.value(self.dr_model.charge[t]) + + self.discharge_gt_bin_history[abs_t] = d1_val + self.discharge_coop_bin_history[abs_t] = d2_val + self.charge_bin_history[abs_t] = c_val + self.p_discharge_gt_history[abs_t] = pyomo.value(self.dr_model.p_discharge_gt[t]) + self.p_discharge_coop_history[abs_t] = pyomo.value(self.dr_model.p_discharge_coop[t]) + self.p_charge_history[abs_t] = pyomo.value(self.dr_model.p_charge[t]) + self.p_tocoop_history[abs_t] = pyomo.value(self.dr_model.p_tocoop[t]) + + discharging = d1_val > 0.5 + prev_discharging = t > 0 and pyomo.value(self.dr_model.discharge_gt[t - 1]) > 0.5 # Detect the rising edge of a discharge event (0 -> 1) and count # it if it occurs in this window. if discharging and not prev_discharging: @@ -503,16 +520,24 @@ def _build_dr_model( Decision variables ------------------ - discharge[t] : binary - Event indicator — 1 if a discharge event is active at timestep t. + discharge_gt[t] : binary + Event indicator — 1 if a discharge event due to G&T is active at timestep t. + Used for event counting and window feasibility constraints only. + discharge_coop[t] : binary + Event indicator — 1 if a discharge event due to CoOp is active at timestep t. Used for event counting and window feasibility constraints only. charge[t] : binary Event indicator — 1 if a charge event is active at timestep t. - p_discharge[t] : continuous in [0, P_max] - Actual discharge power (kW). Linked to the binary via the - McCormick upper-bound constraint ``p_discharge[t] <= P_max * discharge[t]``. + p_discharge_gt[t] : continuous in [0, P_max] + Actual discharge power (kW) due to G&T. Linked to the binary via the + McCormick upper-bound constraint ``p_discharge_gt[t] <= P_max * discharge_gt[t]``. + p_discharge_coop[t] : continuous in [0, P_max] + Actual discharge power (kW) due to CoOp. Linked to the binary via the + McCormick upper-bound constraint ``p_discharge_coop[t] <= P_max * discharge_coop[t]``. p_charge[t] : continuous in [0, P_max] Actual charge power (kW). Linked via ``p_charge[t] <= P_max * charge[t]``. + p_tocoop[t]: continuous + Power supplied (kW) by G&T to CoOp soc[t] : continuous in [soc_min, soc_max] State of charge (fraction). @@ -559,7 +584,8 @@ def _build_dr_model( w = slice(window_start, window_start + window_len) in_peak_window_w = self.in_peak_window[w] month_ids_w = self.month_ids[w] - signal_w = np.asarray(self.config.supervisory_signal, dtype=float)[w] + signal_w = np.asarray(self.config.lmp_signal, dtype=float)[w] + signal_d = np.asarray(self.config.demand_signal, dtype=float)[w] # Eligible timesteps for discharge based on percentile eligible_t_w = self._compute_eligible_mask(signal_w, in_peak_window_w) @@ -573,20 +599,29 @@ def _build_dr_model( m.T = pyomo.Set(initialize=range(window_len), doc="Timesteps in window") m.M = pyomo.Set(initialize=months_in_window, doc="Months in window") - ## Variables + ## Decision Variables # Binary event indicators- used for event counting and window constraints. - m.discharge = pyomo.Var( - m.T, domain=pyomo.Binary, doc="1 if a discharge event is active at timestep t" + m.discharge_gt = pyomo.Var( + m.T, domain=pyomo.Binary, doc="1 if a discharge to G&T event is active at timestep t" + ) + m.discharge_coop = pyomo.Var( + m.T, domain=pyomo.Binary, doc="1 if a discharge Co-Op event is active at timestep t" ) m.charge = pyomo.Var( m.T, domain=pyomo.Binary, doc="1 if a charge event is active at timestep t" ) # Actual kW dispatched each timestep. - m.p_discharge = pyomo.Var( + m.p_discharge_gt = pyomo.Var( m.T, domain=pyomo.NonNegativeReals, bounds=(0, P_max), - doc="Discharge power (kW) at timestep t", + doc="Discharge power (kW) to G&T at timestep t", + ) + m.p_discharge_coop = pyomo.Var( + m.T, + domain=pyomo.NonNegativeReals, + bounds=(0, P_max), + doc="Discharge power to Co-Op (kW) at timestep t", ) m.p_charge = pyomo.Var( m.T, @@ -594,6 +629,7 @@ def _build_dr_model( bounds=(0, P_max), doc="Charge power (kW) at timestep t", ) + # Battery SOC m.soc = pyomo.Var( m.T, domain=pyomo.NonNegativeReals, @@ -601,9 +637,19 @@ def _build_dr_model( doc="State of charge SoC_t", ) - # Incentive revenue is earned for every kWh discharged. + # Power transmitted to CoOp + m.p_tocoop = pyomo.Var( + m.T, + domain=pyomo.NonNegativeReals, + bounds=(0, None), + doc="Power supplied by G&T to Co-Op (kW)", + ) + + # Objective is maximizing incentive revenue is earned for every kWh discharged and + # minimzing the cost of energy for the CoOp. m.objective = pyomo.Objective( - expr=-incentive * dt_hours * sum(m.p_discharge[t] for t in m.T), + expr=-incentive * dt_hours * sum(m.p_discharge_gt[t] for t in m.T) + + dt_hours * sum(self._GnT_pricingfunction(signal_w[t]) * m.p_tocoop[t] for t in m.T), sense=pyomo.minimize, ) @@ -612,14 +658,14 @@ def _build_dr_model( m.peak_window_only = pyomo.Constraint( m.T, rule=lambda mdl, t: ( - mdl.discharge[t] == 0 if not dispatch_window_w[t] else pyomo.Constraint.Skip + mdl.discharge_gt[t] == 0 if not dispatch_window_w[t] else pyomo.Constraint.Skip ), ) # Discharge can only occur at eligible timesteps. m.high_signal_only = pyomo.Constraint( m.T, - rule=lambda mdl, t: mdl.discharge[t] <= int(eligible_t_w[t]), + rule=lambda mdl, t: mdl.discharge_gt[t] <= int(eligible_t_w[t]), ) # There is a limit on the number of events, not discharge timesteps. @@ -633,14 +679,18 @@ def max_events_rule(mdl, month): budget_steps = ( remaining_budget[month] if month in remaining_budget else N_max ) * self.steps_per_event - return sum(mdl.discharge[t] for t in ts_in_month) <= budget_steps + return sum(mdl.discharge_gt[t] for t in ts_in_month) <= budget_steps m.max_events = pyomo.Constraint(m.M, rule=max_events_rule) # Power is zero when the binary is 0, and at most P_max when 1. - m.discharge_power_link = pyomo.Constraint( + m.discharge_gt_power_link = pyomo.Constraint( + m.T, + rule=lambda mdl, t: mdl.p_discharge_gt[t] <= P_max * mdl.discharge_gt[t], + ) + m.discharge_coop_power_link = pyomo.Constraint( m.T, - rule=lambda mdl, t: mdl.p_discharge[t] <= P_max * mdl.discharge[t], + rule=lambda mdl, t: mdl.p_discharge_coop[t] <= P_max * mdl.discharge_coop[t], ) m.charge_power_link = pyomo.Constraint( m.T, @@ -656,15 +706,16 @@ def soc_evolution_rule(mdl, t): return mdl.soc[t] == ( mdl.soc[t - 1] + eta_c * mdl.p_charge[t] * dt_hours / E_max - - mdl.p_discharge[t] * dt_hours / (eta_d * E_max) + - mdl.p_discharge_gt[t] * dt_hours / (eta_d * E_max) + - mdl.p_discharge_coop[t] * dt_hours / (eta_d * E_max) ) m.soc_evolution = pyomo.Constraint(m.T, rule=soc_evolution_rule) - # Can't charge and discharge at the same time. + # Can't charge to both G&T and CoOp or discharge at the same time. m.no_simultaneous = pyomo.Constraint( m.T, - rule=lambda mdl, t: mdl.discharge[t] + mdl.charge[t] <= 1, + rule=lambda mdl, t: mdl.discharge_gt[t] + mdl.discharge_coop[t] + mdl.charge[t] <= 1, ) # Can't charge in the dispatch window. @@ -675,6 +726,23 @@ def soc_evolution_rule(mdl, t): ), ) + # Can't discharge to CoOp in the dispatch window. + m.no_discharge_coop_in_window = pyomo.Constraint( + m.T, + rule=lambda mdl, t: ( + mdl.discharge_coop[t] == 0 if dispatch_window_w[t] else pyomo.Constraint.Skip + ), + ) + + # Meet consumer demand + m.consumer_demand = pyomo.Constraint( + m.T, + rule=lambda mdl, t: ( + signal_d[t] + == mdl.p_tocoop[t] + mdl.p_discharge_gt[t] + mdl.p_discharge_coop[t] - mdl.p_charge[t] + ), + ) + return m def solve_dispatch_model(self, start_time: int = 0, n_days: int = 0): @@ -692,7 +760,7 @@ def solve_dispatch_model(self, start_time: int = 0, n_days: int = 0): unacceptable termination condition. """ - solver_results = self.glpk_solve_call(self.dr_model) + solver_results = self.pyomosolver_solve_call(self.dr_model) status = solver_results.solver.status tc = solver_results.solver.termination_condition @@ -717,26 +785,26 @@ def solve_dispatch_model(self, start_time: int = 0, n_days: int = 0): ) @staticmethod - def glpk_solve_call( + def pyomosolver_solve_call( pyomo_model: pyomo.ConcreteModel, log_name: str = "", user_solver_options: dict | None = None, ): - """Solve a Pyomo MILP with GLPK. + """Solve a Pyomo MILP with highs Args: pyomo_model (pyomo.ConcreteModel): The model to solve. log_name (str): Optional log file name passed to ``SolverOptions``. Defaults to ``''``. user_solver_options (dict | None): Optional overrides for - GLPK solver options. Defaults to ``None``. + highs solver options. Defaults to ``None``. Returns: - pyomo.opt.SolverResults: Raw results object from GLPK. + pyomo.opt.SolverResults: Raw results object from highs. """ - glpk_solver_options = {"cuts": None, "presol": None, "tmlim": 300} - solver_options = SolverOptions(glpk_solver_options, log_name, user_solver_options, "log") - with pyomo.SolverFactory("glpk") as solver: + highs_solver_options = {"time_limit": 300} + solver_options = SolverOptions(highs_solver_options, log_name, user_solver_options, "log") + with pyomo.SolverFactory("highs") as solver: results = solver.solve(pyomo_model, options=solver_options.constructed, tee=False) return results @@ -748,6 +816,20 @@ def _get_storage_dispatch_commands(self) -> list: in the solved window. Positive = discharge, negative = charge. """ return [ - pyomo.value(self.dr_model.p_discharge[t]) - pyomo.value(self.dr_model.p_charge[t]) # type: ignore[index] + pyomo.value(self.dr_model.p_discharge_gt[t]) + + pyomo.value(self.dr_model.p_discharge_coop[t]) + - pyomo.value(self.dr_model.p_charge[t]) # type: ignore[index] for t in self.dr_model.T ] + + @staticmethod + def _GnT_pricingfunction(lmp: float) -> float: + """Compute the cost a G$T charges to a CoOp based on the current grid price. + + Args: + lmp (float): Current grid price (locational marginal price), e.g., in $/MWh. + + Returns: + float: Cost charged by the G$T in the same units as `lmp`. + """ + return 1.05 * lmp + 20 diff --git a/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py b/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py index fcb808eb0..7320e014e 100644 --- a/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py +++ b/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py @@ -1,5 +1,6 @@ from types import SimpleNamespace +import math import numpy as np import pandas as pd import pytest @@ -29,16 +30,14 @@ def _make_controller_with_config(config, n_timesteps=24, dt_seconds=3600): if config.event_duration is not None: controller.steps_per_event = max( 1, - int( - round( + math.ceil( pd.Timedelta( value=config.event_duration["val"], unit=config.event_duration["units"], ).total_seconds() / dt_seconds ) - ), - ) + ) else: controller.steps_per_event = 1 return controller @@ -58,11 +57,13 @@ def base_config(): tech_name="battery", system_commodity_interface_limit=100.0, max_charge_rate=1.0, - supervisory_signal=list(range(n)), + lmp_signal=list(range(n)), + demand_signal=list(range(n)), peak_window={"start": "08:00:00", "end": "18:00:00"}, performance_incentive=10.0, n_max_events=24, signal_threshold_percentile=0.0, + ) @@ -187,7 +188,7 @@ def test_optimizer_dispatch_only_in_peak_window(subtests, base_config): storage_capacity=base_config.max_capacity, ) - PeakLoadManagementOptimizedStorageController.glpk_solve_call(model) + PeakLoadManagementOptimizedStorageController.pyomosolver_solve_call(model) peak_start, peak_end = controller._parse_peak_window() for t in range(24): @@ -195,7 +196,7 @@ def test_optimizer_dispatch_only_in_peak_window(subtests, base_config): in_window = peak_start <= hour.time() <= peak_end if not in_window: with subtests.test(f"No discharge outside peak window at t={t}"): - assert pyomo.value(model.discharge[t]) < 1e-3 # type: ignore[index] + assert pyomo.value(model.discharge_gt[t]) < 1e-3 # type: ignore[index] @pytest.mark.regression @@ -211,14 +212,14 @@ def test_optimizer_dispatch_only_on_eligible_timesteps(subtests, base_config): storage_capacity=base_config.max_capacity, ) - PeakLoadManagementOptimizedStorageController.glpk_solve_call(model) + PeakLoadManagementOptimizedStorageController.pyomosolver_solve_call(model) - signal = np.array(controller.config.supervisory_signal) + signal = np.array(controller.config.lmp_signal) eligible_mask = controller._compute_eligible_mask(signal) for t in range(24): if not eligible_mask[t]: with subtests.test(f"No discharge on ineligible timestep at t={t}"): - assert pyomo.value(model.discharge[t]) < 1e-3 # type: ignore[index] + assert pyomo.value(model.discharge_gt[t]) < 1e-3 # type: ignore[index] @pytest.mark.regression @@ -234,9 +235,9 @@ def test_optimizer_dispatch_respects_event_budget(base_config): storage_capacity=base_config.max_capacity, ) - PeakLoadManagementOptimizedStorageController.glpk_solve_call(model) + PeakLoadManagementOptimizedStorageController.pyomosolver_solve_call(model) - total_events = sum(pyomo.value(model.discharge[t]) for t in range(24)) # type: ignore[index] + total_events = sum(pyomo.value(model.discharge_gt[t]) for t in range(24)) # type: ignore[index] assert total_events <= 4 + 1e-3, f"Total events {total_events} exceeds budget of 4" @@ -253,7 +254,7 @@ def test_optimizer_dispatch_respects_soc_constraints(subtests, base_config): storage_capacity=base_config.max_capacity, ) - PeakLoadManagementOptimizedStorageController.glpk_solve_call(model) + PeakLoadManagementOptimizedStorageController.pyomosolver_solve_call(model) E_max = base_config.max_capacity * (base_config.max_soc_fraction - base_config.min_soc_fraction) eta_c = base_config.charge_efficiency @@ -262,7 +263,7 @@ def test_optimizer_dispatch_respects_soc_constraints(subtests, base_config): soc = base_config.init_soc_fraction for t in range(24): p_charge = pyomo.value(model.p_charge[t]) # type: ignore[index] - p_discharge = pyomo.value(model.p_discharge[t]) # type: ignore[index] + p_discharge = pyomo.value(model.p_discharge_gt[t]) # type: ignore[index] if t > 0: soc += eta_c * p_charge * dt_hours / E_max - p_discharge * dt_hours / (eta_d * E_max) with subtests.test(f"SOC above min at t={t}"): @@ -332,13 +333,14 @@ def test_optimizer_dispatch_respects_charge_discharge_exclusivity(subtests, base storage_capacity=base_config.max_capacity, ) - PeakLoadManagementOptimizedStorageController.glpk_solve_call(model) + PeakLoadManagementOptimizedStorageController.pyomosolver_solve_call(model) for t in range(24): charge = pyomo.value(model.charge[t]) # type: ignore[index] - discharge = pyomo.value(model.discharge[t]) # type: ignore[index] - with subtests.test(f"No simultaneous charge and discharge at t={t}"): - assert not (charge > 0.5 and discharge > 0.5) + discharge_gt = pyomo.value(model.discharge_gt[t]) # type: ignore[index] + discharge_coop = pyomo.value(model.discharge_coop[t]) # type: ignore[index] + with subtests.test(f"No simultaneous charge, discharge_gt or discharge_coop at t={t}"): + assert not (charge > 0.5 and discharge_gt > 0.5 and discharge_coop > 0.5) @pytest.mark.regression @@ -354,16 +356,23 @@ def test_power_zero_when_binary_zero(subtests, base_config): storage_capacity=base_config.max_capacity, ) - PeakLoadManagementOptimizedStorageController.glpk_solve_call(model) + PeakLoadManagementOptimizedStorageController.pyomosolver_solve_call(model) for t in range(24): - u = pyomo.value(model.discharge[t]) # type: ignore[index] - p_d = pyomo.value(model.p_discharge[t]) # type: ignore[index] + u_gt = pyomo.value(model.discharge_gt[t]) # type: ignore[index] + pd_gt = pyomo.value(model.p_discharge_gt[t]) # type: ignore[index] + u_coop = pyomo.value(model.discharge_coop[t]) # type: ignore[index] + pd_coop = pyomo.value(model.p_discharge_coop[t]) # type: ignore[index] v = pyomo.value(model.charge[t]) # type: ignore[index] p_c = pyomo.value(model.p_charge[t]) # type: ignore[index] - with subtests.test(f"p_discharge zero when binary zero at t={t}"): - if u < 0.5: - assert p_d < 1e-6, f"p_discharge[{t}]={p_d} but discharge[{t}]={u}" + with subtests.test(f"p_discharge_gt zero when binary zero at t={t}"): + if u_gt < 0.5: + assert pd_gt < 1e-6, f"p_discharge_gt[{t}]={pd_gt} but discharge_gt[{t}]={u_gt}" + with subtests.test(f"p_discharge_coop zero when binary zero at t={t}"): + if u_coop < 0.5: + assert pd_coop < 1e-6, ( + f"p_discharge_coop[{t}]={pd_coop} but discharge_coop[{t}]={u_coop}" + ) with subtests.test(f"p_charge zero when binary zero at t={t}"): if v < 0.5: assert p_c < 1e-6, f"p_charge[{t}]={p_c} but charge[{t}]={v}" @@ -388,7 +397,8 @@ def test_performance_incentive_per_event_matches_equivalent_kwh_rate(subtests): "tech_name": "battery", "system_commodity_interface_limit": 100.0, "max_charge_rate": 1.0, - "supervisory_signal": list(range(24)), + "lmp_signal": list(range(24)), + "demand_signal": list(range(24)), "peak_window": {"start": "08:00:00", "end": "18:00:00"}, "n_max_events": 24, "signal_threshold_percentile": 0.0, @@ -410,15 +420,15 @@ def test_performance_incentive_per_event_matches_equivalent_kwh_rate(subtests): model_kwh = _make_controller_with_config(config_kwh)._build_dr_model(**build_kwargs) model_event = _make_controller_with_config(config_event)._build_dr_model(**build_kwargs) - PeakLoadManagementOptimizedStorageController.glpk_solve_call(model_kwh) - PeakLoadManagementOptimizedStorageController.glpk_solve_call(model_event) + PeakLoadManagementOptimizedStorageController.pyomosolver_solve_call(model_kwh) + PeakLoadManagementOptimizedStorageController.pyomosolver_solve_call(model_event) for t in range(24): with subtests.test(f"dispatch match at t={t}"): assert ( abs( - pyomo.value(model_kwh.p_discharge[t]) # type: ignore[index] - - pyomo.value(model_event.p_discharge[t]) # type: ignore[index] + pyomo.value(model_kwh.p_discharge_gt[t]) # type: ignore[index] + - pyomo.value(model_event.p_discharge_gt[t]) # type: ignore[index] ) < 1e-4 ), f"Dispatch mismatch at t={t}" @@ -462,7 +472,8 @@ def om_tech_config(): }, "control_parameters": { "system_commodity_interface_limit": 1.0e9, - "supervisory_signal": np.ones(n).tolist(), + "lmp_signal": np.ones(n).tolist(), + "demand_signal": np.ones(n).tolist(), "peak_window": {"start": "02:00:00", "end": "04:00:00"}, "performance_incentive": 10.0, "n_max_events": 24, @@ -472,7 +483,6 @@ def om_tech_config(): } } - @pytest.mark.regression def test_plm_optimized_controller_om_problem_soc_bounds(subtests, om_plant_config, om_tech_config): """Controller and StoragePerformanceModel wired as an om.Problem respect SOC bounds @@ -515,32 +525,22 @@ def test_plm_optimized_controller_om_problem_soc_bounds(subtests, om_plant_confi with subtests.test("SOC never above max"): assert np.all(soc <= 1.0 + 1e-1) - pw = om_tech_config["model_inputs"]["control_parameters"]["peak_window"] - pw_start = pd.Timestamp(f"2024-01-01 {pw['start']}").time() - pw_end = pd.Timestamp(f"2024-01-01 {pw['end']}").time() - time_index = pd.date_range("2024-01-01", periods=n, freq="h") - for t in range(n): - in_window = pw_start <= time_index[t].time() < pw_end - if not in_window: - with subtests.test(f"No discharge outside peak window at t={t}"): - assert ( - discharge[t] <= 1e-4 - ), f"Discharge {discharge[t]:.4f} kW outside peak window at t={t}" - with subtests.test("Discharge never negative"): assert np.all(discharge >= -1e-4) with subtests.test("Discharge never above max_charge_rate"): assert np.all(discharge <= 1.0 + 1e-4) - with subtests.test("SOC at t=0 equal to init_soc_fraction"): - assert abs(soc[0] - 1.0) < 1e-4 - shared = om_tech_config["model_inputs"]["shared_parameters"] E_max = shared["max_capacity"] * (shared["max_soc_fraction"] - shared["min_soc_fraction"]) charge = prob.get_val("storage_electricity_charge", units="kW") + + with subtests.test("SOC at t=0 reflects init_soc after first dispatch"): + expected_t0 = shared["init_soc_fraction"] + (charge[0] - discharge[0]) / E_max + assert abs(soc[0] - expected_t0) < 1e-4 + expected_soc = np.zeros(n) - expected_soc[0] = shared["init_soc_fraction"] + expected_soc[0] = shared["init_soc_fraction"] + (charge[0] - discharge[0]) / E_max for t in range(1, n): expected_soc[t] = expected_soc[t - 1] + charge[t] / E_max - discharge[t] / E_max for t in range(n): @@ -548,3 +548,64 @@ def test_plm_optimized_controller_om_problem_soc_bounds(subtests, om_plant_confi assert ( abs(soc[t] - expected_soc[t]) < 1e-4 ), f"SOC mismatch at t={t}: got {soc[t]:.4f}, expected {expected_soc[t]:.4f}" + + +@pytest.mark.regression +def test_plm_history( + subtests, om_plant_config, om_tech_config +): + """The controller's p_discharge_coop_history must match the expected dispatch pattern. + + With demand=1, lmp=1, peak_window=02:00-04:00, init_soc=1.0, capacity=10 kWh, + P_max=1 kW, dt=1h, min_soc=0.0: + - Off-peak (t != 2,3): p_discharge_coop=1.0 while SOC is available, + because p_tocoop is costly (1.05*1 + 20 = 21.05 per kW) and coop is free. + - Peak (t=2,3): p_discharge_coop is forced to 0; p_discharge_gt handles demand. + - Once SOC hits min_soc, coop can no longer discharge and p_tocoop takes over. + """ + n = om_plant_config["plant"]["simulation"]["n_timesteps"] + + prob = om.Problem() + + prob.model.add_subsystem( + name="IVC", + subsys=om.IndepVarComp(name="electricity_in", val=np.ones(n), units="kW"), + promotes=["*"], + ) + prob.model.add_subsystem( + "controller", + PeakLoadManagementOptimizedStorageController( + plant_config=om_plant_config, + tech_config=om_tech_config, + ), + promotes=["*"], + ) + prob.model.add_subsystem( + "storage", + StoragePerformanceModel( + plant_config=om_plant_config, + tech_config=om_tech_config, + ), + promotes=["*"], + ) + + prob.setup() + prob.run_model() + + controller = prob.model._get_subsystem("controller") + p_discharge_coop_history = controller.p_discharge_coop_history + + expected_history = np.array( + [ + 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, + 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, + 0.0, 0.0, + ] + ) + + for t in range(n): + with subtests.test(f"p_discharge_coop_history[{t}] matches expected"): + assert abs(p_discharge_coop_history[t] - expected_history[t]) < 1e-4, ( + f"p_discharge_coop_history mismatch at t={t}: " + f"got {p_discharge_coop_history[t]:.4f}, expected {expected_history[t]:.4f}" + ) From ea6064c673612a433ba228ab34d22f344eac3111 Mon Sep 17 00:00:00 2001 From: Abhineet Gupta Date: Tue, 21 Jul 2026 07:57:56 -0600 Subject: [PATCH 2/5] Add CHANGELOG.md for PR 808 --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7b7c4e9d0..78617cc7d 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,7 +2,7 @@ ## Unreleased -- Modify `PeakLoadManagementOptimizedStorageController` to allow for a multi-objective BESS controller +- Modify `PeakLoadManagementOptimizedStorageController` to allow for a multi-objective BESS controller [PR 808](https://github.com/NatLabRockies/H2Integrate/pull/808) - Change commodity in DRI and EAF model from pig iron to sponge iron based on likely carbon content [PR 670](https://github.com/NatLabRockies/H2Integrate/pull/670) - Bugfix for round-trip efficiency handling when calling `check_inputs` around `StoragePerformanceModel` [PR 684](https://github.com/NatLabRockies/H2Integrate/pull/684) - Bugfix. Include nuclear in electricity producing tech list and improve error message for zero-length electricity producing techs in model when electricity is specified as the commodity. [PR 685](https://github.com/NatLabRockies/H2Integrate/pull/685) From b830c63f20a15729d30bf4cf89ecbe4ae68ba5fa Mon Sep 17 00:00:00 2001 From: Abhineet Gupta Date: Tue, 21 Jul 2026 08:02:00 -0600 Subject: [PATCH 3/5] Format plm_optimized_storage_controller using ruff --- .../plm_optimized_storage_controller.py | 19 ++++++--- .../test_plm_optimized_storage_controller.py | 41 ++++++++++++------- 2 files changed, 41 insertions(+), 19 deletions(-) diff --git a/h2integrate/control/control_strategies/storage/plm_optimized_storage_controller.py b/h2integrate/control/control_strategies/storage/plm_optimized_storage_controller.py index d731815e7..43a472d47 100644 --- a/h2integrate/control/control_strategies/storage/plm_optimized_storage_controller.py +++ b/h2integrate/control/control_strategies/storage/plm_optimized_storage_controller.py @@ -321,13 +321,19 @@ def pyomo_dispatch_solver( self.discharge_gt_bin_history[abs_t] = d1_val self.discharge_coop_bin_history[abs_t] = d2_val self.charge_bin_history[abs_t] = c_val - self.p_discharge_gt_history[abs_t] = pyomo.value(self.dr_model.p_discharge_gt[t]) - self.p_discharge_coop_history[abs_t] = pyomo.value(self.dr_model.p_discharge_coop[t]) + self.p_discharge_gt_history[abs_t] = pyomo.value( + self.dr_model.p_discharge_gt[t] + ) + self.p_discharge_coop_history[abs_t] = pyomo.value( + self.dr_model.p_discharge_coop[t] + ) self.p_charge_history[abs_t] = pyomo.value(self.dr_model.p_charge[t]) self.p_tocoop_history[abs_t] = pyomo.value(self.dr_model.p_tocoop[t]) discharging = d1_val > 0.5 - prev_discharging = t > 0 and pyomo.value(self.dr_model.discharge_gt[t - 1]) > 0.5 + prev_discharging = ( + t > 0 and pyomo.value(self.dr_model.discharge_gt[t - 1]) > 0.5 + ) # Detect the rising edge of a discharge event (0 -> 1) and count # it if it occurs in this window. if discharging and not prev_discharging: @@ -649,7 +655,7 @@ def _build_dr_model( # minimzing the cost of energy for the CoOp. m.objective = pyomo.Objective( expr=-incentive * dt_hours * sum(m.p_discharge_gt[t] for t in m.T) - + dt_hours * sum(self._GnT_pricingfunction(signal_w[t]) * m.p_tocoop[t] for t in m.T), + + dt_hours * sum(self._GnT_pricingfunction(signal_w[t]) * m.p_tocoop[t] for t in m.T), sense=pyomo.minimize, ) @@ -739,7 +745,10 @@ def soc_evolution_rule(mdl, t): m.T, rule=lambda mdl, t: ( signal_d[t] - == mdl.p_tocoop[t] + mdl.p_discharge_gt[t] + mdl.p_discharge_coop[t] - mdl.p_charge[t] + == mdl.p_tocoop[t] + + mdl.p_discharge_gt[t] + + mdl.p_discharge_coop[t] + - mdl.p_charge[t] ), ) diff --git a/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py b/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py index 7320e014e..5b950f262 100644 --- a/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py +++ b/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py @@ -551,17 +551,9 @@ def test_plm_optimized_controller_om_problem_soc_bounds(subtests, om_plant_confi @pytest.mark.regression -def test_plm_history( - subtests, om_plant_config, om_tech_config -): - """The controller's p_discharge_coop_history must match the expected dispatch pattern. - - With demand=1, lmp=1, peak_window=02:00-04:00, init_soc=1.0, capacity=10 kWh, - P_max=1 kW, dt=1h, min_soc=0.0: - - Off-peak (t != 2,3): p_discharge_coop=1.0 while SOC is available, - because p_tocoop is costly (1.05*1 + 20 = 21.05 per kW) and coop is free. - - Peak (t=2,3): p_discharge_coop is forced to 0; p_discharge_gt handles demand. - - Once SOC hits min_soc, coop can no longer discharge and p_tocoop takes over. +def test_plm_history(subtests, om_plant_config, om_tech_config): + """ + The controller's p_discharge_coop_history must match the expected dispatch pattern. """ n = om_plant_config["plant"]["simulation"]["n_timesteps"] @@ -597,9 +589,30 @@ def test_plm_history( expected_history = np.array( [ - 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, - 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, - 0.0, 0.0, + 1.0, + 1.0, + 0.0, + 0.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, + 0.0, ] ) From e030805c038b3ed3b870ead43ce1cd3d2c1292f3 Mon Sep 17 00:00:00 2001 From: Abhineet Gupta Date: Tue, 21 Jul 2026 08:11:37 -0600 Subject: [PATCH 4/5] Fix ruff formatting --- .../run_plm_optimized_dispatch.py | 9 ++++--- .../test_plm_optimized_storage_controller.py | 26 +++++++++---------- 2 files changed, 19 insertions(+), 16 deletions(-) diff --git a/examples/34_plm_optimized_dispatch/run_plm_optimized_dispatch.py b/examples/34_plm_optimized_dispatch/run_plm_optimized_dispatch.py index 05c9c30ec..c1f293851 100644 --- a/examples/34_plm_optimized_dispatch/run_plm_optimized_dispatch.py +++ b/examples/34_plm_optimized_dispatch/run_plm_optimized_dispatch.py @@ -16,6 +16,7 @@ from h2integrate.core.utilities import build_time_series_from_plant_config from h2integrate.core.h2integrate_model import H2IntegrateModel + EXAMPLE_DIR = Path(__file__).parent @@ -68,9 +69,10 @@ for i in range(n_timesteps): if i == 0: eventlogmask[i] = False - elif u_dicharge_gt[i] == 1 and u_dicharge_gt[i-1] ==0 : + elif u_dicharge_gt[i] == 1 and u_dicharge_gt[i - 1] == 0: eventlogmask[i] = True + def shade_peaks(ax): for day in days: ax.axvspan( @@ -99,6 +101,7 @@ def shade_peaks(ax): zorder=0, ) + # Plot LMP ax = axes[0] shade_peaks(ax) @@ -149,7 +152,7 @@ def shade_peaks(ax): time_index[:plot_time_window], -p_charge[:plot_time_window], color="orange", - linestyle = "--", + linestyle="--", label="Charging", linewidth=1.0, ) @@ -183,7 +186,7 @@ def shade_peaks(ax): ) ax.set_ylabel("Demand (kW)", fontsize=8) ax.set_xlabel("Time") -ax.set_ylim([2500,6250]) +ax.set_ylim([2500, 6250]) ax.legend(fontsize=7, loc="lower left", frameon=True) plt.tight_layout() diff --git a/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py b/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py index 5b950f262..9c6dbceec 100644 --- a/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py +++ b/h2integrate/control/control_strategies/storage/test/test_plm_optimized_storage_controller.py @@ -1,6 +1,6 @@ +import math from types import SimpleNamespace -import math import numpy as np import pandas as pd import pytest @@ -30,14 +30,14 @@ def _make_controller_with_config(config, n_timesteps=24, dt_seconds=3600): if config.event_duration is not None: controller.steps_per_event = max( 1, - math.ceil( - pd.Timedelta( - value=config.event_duration["val"], - unit=config.event_duration["units"], - ).total_seconds() - / dt_seconds - ) - ) + math.ceil( + pd.Timedelta( + value=config.event_duration["val"], + unit=config.event_duration["units"], + ).total_seconds() + / dt_seconds + ), + ) else: controller.steps_per_event = 1 return controller @@ -63,7 +63,6 @@ def base_config(): performance_incentive=10.0, n_max_events=24, signal_threshold_percentile=0.0, - ) @@ -370,9 +369,9 @@ def test_power_zero_when_binary_zero(subtests, base_config): assert pd_gt < 1e-6, f"p_discharge_gt[{t}]={pd_gt} but discharge_gt[{t}]={u_gt}" with subtests.test(f"p_discharge_coop zero when binary zero at t={t}"): if u_coop < 0.5: - assert pd_coop < 1e-6, ( - f"p_discharge_coop[{t}]={pd_coop} but discharge_coop[{t}]={u_coop}" - ) + assert ( + pd_coop < 1e-6 + ), f"p_discharge_coop[{t}]={pd_coop} but discharge_coop[{t}]={u_coop}" with subtests.test(f"p_charge zero when binary zero at t={t}"): if v < 0.5: assert p_c < 1e-6, f"p_charge[{t}]={p_c} but charge[{t}]={v}" @@ -483,6 +482,7 @@ def om_tech_config(): } } + @pytest.mark.regression def test_plm_optimized_controller_om_problem_soc_bounds(subtests, om_plant_config, om_tech_config): """Controller and StoragePerformanceModel wired as an om.Problem respect SOC bounds From fda3c74144901cb13250136f5ee29300dd237545 Mon Sep 17 00:00:00 2001 From: Abhineet Gupta Date: Tue, 21 Jul 2026 09:47:49 -0600 Subject: [PATCH 5/5] Add highspy to github workflow --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 2cc796341..4263ee0b5 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -59,7 +59,7 @@ jobs: env: SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL: true run: | - conda install -y -c conda-forge glpk coin-or-cbc>=2.10.12 + conda install -y -c conda-forge glpk highspy coin-or-cbc>=2.10.12 python -m pip install --upgrade pip pip install ".[develop]" - if: ${{ matrix.optional }}

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