Research on short-term load forecasting of power system based on IWOA-KELM

Research on short-term load forecasting of power system based on IWOA-KELM

A short-term power load forecasting (STPLF) model based on the Improved Whale Optimization Algorithm (IWOA) optimized Kernel Extreme Learning Machine (KELM) is proposed to address the problems of high randomness and low forecasting accuracy of electricity loads. The KELM model is constructed, and th...

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Bibliographic Details
Main Authors: Xuesong Han, Yan Shi, Renjie Tong, Siteng Wang, Yi Zhang
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Energy Reports
Subjects:
Power load forecasting
Improved whale algorithm
Extreme learning machine
Prediction accuracy
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723009149

Internet

http://www.sciencedirect.com/science/article/pii/S2352484723009149

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