Short-Term Power Load Forecasting based on Multi-Factor Similar Day Selection and Multi-Strategy Improved Whale Optimization Algorithm

Short-term power load is susceptible to the meteorological environment and has obvious cyclical changes. To further improve accuracy, a short-term power load forecasting method based on multi-factor similar day selection and multi-strategy improved whale optimization algorithm (MSI-WOA) is proposed....

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Bibliographic Details

Published in:	2025 IEEE 3rd International Conference on Power Science and Technology (ICPST) pp. 1860 - 1868
Main Authors:	Liu, Yutao, Wu, Guihong, Wang, Xuan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 16.05.2025
Subjects:	Accuracy Convergence Forecasting gated recurrent unit Heuristic algorithms Load forecasting Load modeling multi-strategy improved WOA Optimization Predictive models short-term load forecasting similar day Simulated annealing Whale optimization algorithms
Online Access:	Get full text
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