pepe
ef7857da31
- Root pyproject.toml + uv.lock: one pinned Python 3.12 environment for every cluster (the Project Manual's rule), as a uv workspace; cluster code folders are workspace members. - AICONTROL/: the AI & Control cluster package. spaces.py builds the 64-value observation and 4-value action spaces from configs/env.yaml; interface draft for the November session with Simulations; tests; clone-and-run README. - .gitignore: Python environment, caches, W&B runs, raw data downloads. - CLAUDE.md: repository guidance for Claude Code. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
40 lines
2 KiB
YAML
40 lines
2 KiB
YAML
# Environment settings — the shape of the Simulations → AI handover.
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#
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# This file feeds aicontrol/env/spaces.py now and the placeholder environment next week.
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# Values marked PLACEHOLDER are ours until: the joint session with Simulations (November)
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# for sizes, ranges and the forecast layout; the reward-weight conversation with Energy
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# Management and Business (Q2) for the weights. Same YAML style as Simulations' scenario
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# files, to be aligned with their core developer.
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step_minutes: 5 # the manual's timestep; 105,120 steps per year
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plant: # PLACEHOLDER: the Rijnstate-type pilot plant from the cost register
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pv_kw: 460 # 2,300 m² of panels
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electrolyser_kw: 118 # H2B2 EL20N datasheet, found in the live Simulink model
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fuel_cell_kw: 100
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battery_kwh: 500
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battery_kw: 250
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h2_capacity_kg: 200
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tank_p_max_bar: 30 # 30 bar storage, from the cost register
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load_max_kw: 1000 # upper bound for scaling load observations, PLACEHOLDER
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observation:
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price_range: [-1.0, 5.0] # currency per kWh; negative prices happen
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co2_range: [0.0, 1.5] # kg CO2 per kWh
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forecast: # the block of forecasts the agent sees; layout to agree with Simulations
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quantities: [solar, tier1, tier2, tier3]
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horizons_min: [60, 180, 360, 1440]
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quantiles: [p10, p50, p90] # best / likely / worst, as the manual asks
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action:
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shedding_levels: 3 # 0 nothing, 1 Tier 3, 2 Tiers 2 and 3
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reward: # PLACEHOLDER weights — not ours to set; a proposal for the Q2 conversation
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cost_per_currency: -1.0 # energy cost this step
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co2_per_kg: -0.05 # emissions this step
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tier1_unserved_per_kwh: -1000.0 # must dominate everything else
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tier2_shed_per_kwh: -2.0
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tier3_shed_per_kwh: -0.5
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limit_violation: -10.0 # battery or tank pushed past a safe limit
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switching: -0.1 # equipment switched on or off this step
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