Multi-Objective Particle Swarm Optimization Algorithm for Multi-Step Electric Load Forecasting

As energy saving becomes more and more popular, electric load forecasting has played a more and more crucial role in power management systems in the last few years. Because of the real-time characteristic of electricity and the uncertainty change of an electric load, realizing the accuracy and stabi...

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Veröffentlicht in:	Energies (Basel) Jg. 13; H. 3; S. 532
Hauptverfasser:	Yang, Yi, Shang, Zhihao, Chen, Yao, Chen, Yanhua
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 2020
Schlagworte:	Accuracy electric load forecasting Electricity extreme learning machine Machine learning Mathematical models multi-objective particle swarm optimization algorithm Neural networks Optimization algorithms recurrent neural network Short term Support vector machines Time series Wavelet transforms
ISSN:	1996-1073, 1996-1073
Online-Zugang:	Volltext
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