import numpy as np from pydantic import BaseModel, Field class HomeApplianceParameters(BaseModel): consumption_wh: int = Field( gt=0, description="An integer representing the energy consumption of a household device in watt-hours.", ) duration_h: int = Field( gt=0, description="An integer representing the usage duration of a household device in hours.", ) class HomeAppliance: def __init__(self, parameters: HomeApplianceParameters, hours=None): self.hours = hours # Total duration for which the planning is done self.consumption_wh = ( parameters.consumption_wh ) # Total energy consumption of the device in kWh self.duration_h = parameters.duration_h # Duration of use in hours self.load_curve = np.zeros(self.hours) # Initialize the load curve with zeros def set_starting_time(self, start_hour, global_start_hour=0): """Sets the start time of the device and generates the corresponding load curve. :param start_hour: The hour at which the device should start. """ self.reset() # Check if the duration of use is within the available time frame if start_hour + self.duration_h > self.hours: raise ValueError("The duration of use exceeds the available time frame.") if start_hour < global_start_hour: raise ValueError("The start time is earlier than the available time frame.") # Calculate power per hour based on total consumption and duration power_per_hour = self.consumption_wh / self.duration_h # Convert to watt-hours # Set the power for the duration of use in the load curve array self.load_curve[start_hour : start_hour + self.duration_h] = power_per_hour def reset(self): """Resets the load curve.""" self.load_curve = np.zeros(self.hours) def get_load_curve(self): """Returns the current load curve.""" return self.load_curve def get_load_for_hour(self, hour): """Returns the load for a specific hour. :param hour: The hour for which the load is queried. :return: The load in watts for the specified hour. """ if hour < 0 or hour >= self.hours: raise ValueError("The specified hour is outside the available time frame.") return self.load_curve[hour] def get_latest_starting_point(self): """Returns the latest possible start time at which the device can still run completely.""" return self.hours - self.duration_h