simple-pv-simulator/old/generate_electricity_price.py
2024-05-04 09:57:37 +02:00

20 lines
555 B
Python
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

import pandas as pd
import numpy as np
start_date = '2023-01-01'
end_date = '2024-01-01'
# 创建时间索引
time_index = pd.date_range(start=start_date, end=end_date, freq='15min')
# 生成电价数据假设电价在0.28到0.32欧元/kWh之间波动
price_data = np.random.uniform(0.28, 0.32, len(time_index))
# 创建DataFrame
price_df = pd.DataFrame(data={'Time': time_index, 'ElectricityPrice': price_data})
# 保存到CSV文件
price_df.to_csv('electricity_price_data.csv', index=False)
print("Electricity price data generated and saved.")