24 lines
856 B
Python
24 lines
856 B
Python
import pandas as pd
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import numpy as np
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def generate_price_schedule():
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records = []
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# 假设一天分为三个时段：谷时、平时、峰时
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times = [('00:00', '06:00', 0.25),
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('06:00', '18:00', 0.3),
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('18:00', '24:00', 0.35)]
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# 随机调整每天的电价以增加现实性
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for time_start, time_end, base_price in times:
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# 随机浮动5%以内
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fluctuation = np.random.uniform(-0.005, 0.005)
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price = round(base_price + fluctuation, 3)
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records.append({'time_start': time_start, 'time_end': time_end, 'price': price})
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return pd.DataFrame(records)
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# 生成电价计划
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price_schedule = generate_price_schedule()
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price_schedule.to_csv('price_schedule.csv', index=False)
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print("Price schedule generated and saved to price_schedule.csv.")
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print(price_schedule) |