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75c7554 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 | from pydantic import BaseModel, Field
class BatteryConfig(BaseModel):
capacity_mwh: float = Field(50.0, description="Max energy capacity in MWh")
max_charge_mw: float = Field(20.0, description="Max charging power in MW")
max_discharge_mw: float = Field(20.0, description="Max discharging power in MW")
efficiency_charge: float = Field(0.95, description="Charging efficiency")
efficiency_discharge: float = Field(0.95, description="Discharging efficiency")
initial_soc: float = Field(0.5, description="Initial State of Charge (0.0 to 1.0)")
cell_price: float = Field(200.0, description="Cost per MWh of capacity for degradation")
cycles: float = Field(5000.0, description="Lifecycle cycles (2N)")
class ObservationModel(BaseModel):
hour_of_day: float
soc: float
price_lmp: float
p_avg: float
freq_regd: float
load_mw: float
from typing import List
class ActionModel(BaseModel):
action: List[float] = Field(..., description="Continuous actions [a_PS, a_EA, a_FR] from -1.0 to 1.0")
class StepResult(BaseModel):
observation: ObservationModel
reward: float
terminated: bool
truncated: bool
info: dict
class ResetConfig(BaseModel):
seed: int | None = None
task: str = Field("hard", description="'easy' (EA), 'medium' (EA+FR), 'hard' (EA+FR+PS)")
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