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make factory demand to csv file

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This commit is contained in:
Hanzhang Ma 2024-05-13 16:49:22 +02:00
parent c8c37b756c
commit 566ebca6cd
2 changed files with 35057 additions and 0 deletions
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35041
factory_power1.csv Normal file
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xlsx2csv.py Normal file
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import pandas as pd
excel_file = 'factory_power1.xlsx'
sheet_name = 'Sheet1'
df = pd.read_excel(excel_file, sheet_name=sheet_name)
start_date = '2023-01-01'
df_power = pd.read_excel(excel_file,
header=None,
names=['FactoryPower'],
dtype={'FactoryPower': float})
times = pd.date_range(start=start_date, periods=len(df_power), freq='15min')
df_power['Time'] = times
df_power = df_power[['Time', 'FactoryPower']]
df_power.to_csv('factory_power1.csv', index=True)