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....

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	2025 IEEE 3rd International Conference on Power Science and Technology (ICPST) S. 1860 - 1868
Hauptverfasser:	Liu, Yutao, Wu, Guihong, Wang, Xuan
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 16.05.2025
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!