Short-Term Load Forecasting of Distributed Energy System Based on Kernel Principal Component Analysis and KELM Optimized by Fireworks Algorithm

Short-Term Load Forecasting of Distributed Energy System Based on Kernel Principal Component Analysis and KELM Optimized by Fireworks Algorithm

Accurate and stable load forecasting has great significance to ensure the safe operation of distributed energy system. For the purpose of improving the accuracy and stability of distributed energy system load forecasting, a forecasting model in view of kernel principal component analysis (KPCA), ker...

Full description

Bibliographic Details
Main Authors: Yingying Fan, Haichao Wang, Xinyue Zhao, Qiaoran Yang, Yi Liang
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
load forecasting of distributed energy system
kernel principal component analysis
fireworks algorithm
extreme learning machine with kernel
Online Access:https://www.mdpi.com/2076-3417/11/24/12014

Internet

https://www.mdpi.com/2076-3417/11/24/12014

Similar Items