|
|
@@ -54,6 +54,9 @@ def forecast_data_distribution(pre_data,args):
|
|
|
else:
|
|
|
df['power_forecast'] = model.predict(df[model.feature_name()])
|
|
|
df.loc[df['power_forecast'] < 0, 'power_forecast'] = 0
|
|
|
+ # 添加小时列 把光夜间置为0
|
|
|
+ df["hour"] = pd.to_datetime(df["date_time"]).dt.hour
|
|
|
+ df.loc[(df["hour"] >= 20) | (df["hour"] < 6), 'power_forecast'] = 0
|
|
|
print("model predict result successfully!")
|
|
|
result = df[['farm_id', 'date_time', 'power_forecast']]
|
|
|
else:
|
