update generate data code
This commit is contained in:
parent
ad9b5e6a19
commit
4f1a47d505
41688
combined_data.csv
41688
combined_data.csv
File diff suppressed because it is too large
Load Diff
22
read_data.py
22
read_data.py
@ -2,39 +2,27 @@ import pandas as pd
|
||||
import numpy as np
|
||||
import csv
|
||||
|
||||
pv_yield_file_name = 'read_data/Riyahd.csv'
|
||||
factory_demand_file_name = 'factory_power1.xlsx'
|
||||
pv_yield_file_name = 'read_data/Serbia.csv'
|
||||
# factory_demand_file_name = 'factory_power1.xlsx'
|
||||
factory_demand_file_name = 'factory_power1.csv'
|
||||
electricity_price_data = 'electricity_price_data.csv'
|
||||
electricity_price_data_sell = 'electricity_price_data_sell.csv'
|
||||
|
||||
pv_df = pd.read_csv(pv_yield_file_name, index_col='Time', usecols=['Time', 'PV yield[kW/kWp]'])
|
||||
pv_df.index = pd.to_datetime(pv_df.index)
|
||||
|
||||
start_date = '2023-01-01'
|
||||
df_power = pd.read_excel(factory_demand_file_name,
|
||||
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.set_index('Time',inplace=True)
|
||||
print(df_power.head())
|
||||
|
||||
df_power = pd.read_csv('factory_power1.csv', index_col='Time', usecols=['Time', 'FactoryPower'])
|
||||
df_power.index = pd.to_datetime(df_power.index)
|
||||
df_combined = pv_df.join(df_power)
|
||||
|
||||
|
||||
|
||||
price_df = pd.read_csv(electricity_price_data, index_col='Time', usecols=['Time', 'ElectricityBuy'])
|
||||
price_df.index = pd.to_datetime(price_df.index)
|
||||
price_df = price_df.reindex(df_combined.index)
|
||||
|
||||
print("Electricity price data generated and saved.")
|
||||
df_combined2 = df_combined.join(price_df)
|
||||
|
||||
sell_df = pd.read_csv(electricity_price_data_sell, index_col='Time', usecols=['Time', 'ElectricitySell'])
|
||||
sell_df.index = pd.to_datetime(sell_df.index)
|
||||
sell_df = sell_df.reindex(df_combined.index)
|
||||
|
||||
df_combined3 = df_combined2.join(sell_df)
|
||||
|
||||
with open('combined_data.csv', 'w', newline='') as file:
|
||||
|
Loading…
Reference in New Issue
Block a user