TPE-Based Boosting Short-Term Load Forecasting Method

TPE-Based Boosting Short-Term Load Forecasting Method

Short-term load forecasting is generally applied in power system real-time dispatching and day-ahead generation planning, which is of great significance for power system economic dispatching and safe operation of the system. Many researches on short-term load forecasting using smart models have been...

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Bibliographic Details
Main Author: LUO Min, YANG Jinfeng, YU Hui, LAI Yuchen, GUO Yangyun, ZHOU Shangli, XIANG Rui, TONG Xing, CHEN Xiao
Format: Article
Language:zho
Published: Editorial Office of Journal of Shanghai Jiao Tong University 2024-06-01
Series:Shanghai Jiaotong Daxue xuebao
Subjects:
short-term load forecasting
tree-structured parzen estimator (tpe)
ensemble learning
hyperparameter optimization
Online Access:https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-6-819.shtml

Internet

https://xuebao.sjtu.edu.cn/article/2024/1006-2467/1006-2467-58-6-819.shtml

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