prices change

This commit is contained in:
chenxiaodong 2024-06-24 11:07:53 +08:00
parent 36608fb005
commit c44b12896a
3 changed files with 8786 additions and 16 deletions

8761
data/prices_m.csv Normal file

File diff suppressed because it is too large Load Diff

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@ -159,7 +159,7 @@ class ESSEnv(gym.Env):
temperature_df = pd.read_csv('data/temper.csv', sep=',') temperature_df = pd.read_csv('data/temper.csv', sep=',')
wind_df = pd.read_csv('data/wind.csv', sep=',') wind_df = pd.read_csv('data/wind.csv', sep=',')
price = price_df['price'].to_numpy(dtype=float) price = price_df['Price'].to_numpy(dtype=float)
load = load_df['houseload'].to_numpy(dtype=float) load = load_df['houseload'].to_numpy(dtype=float)
irradiance = irradiance_df['irradiance'].to_numpy(dtype=float) irradiance = irradiance_df['irradiance'].to_numpy(dtype=float)
temperature = temperature_df['t2m'].to_numpy(dtype=float) temperature = temperature_df['t2m'].to_numpy(dtype=float)

39
test.py
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@ -21,21 +21,30 @@
# print(model) # print(model)
import pickle # import pickle
#
# a = 'DDPG'
# b = 'PPO'
# c = 'SAC'
# d = 'TD3'
#
# a1 = '/reward_data.pkl'
# a2 = '/loss_data.pkl'
# a3 = '/test_data.pkl'
#
# filename = './Agent' + a + a3
#
# # 使用 'rb' 模式打开文件,读取二进制数据
# with open(filename, 'rb') as f:
# data = pickle.load(f)
#
# print(data)
a = 'DDPG' import pandas as pd
b = 'PPO'
c = 'SAC'
d = 'TD3'
a1 = '/reward_data.pkl' # Load the CSV file
a2 = '/loss_data.pkl' file_path = 'data/prices_m.csv'
a3 = '/test_data.pkl' price_df = pd.read_csv(file_path)
# Check the columns
print(price_df.columns)
filename = './Agent' + a + a3
# 使用 'rb' 模式打开文件,读取二进制数据
with open(filename, 'rb') as f:
data = pickle.load(f)
print(data)