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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.",
)
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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.")
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# Calculate power per hour based on total consumption and duration
power_per_hour = self.consumption_wh / self.duration_h # Convert to watt-hours
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# 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.")
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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