A hybrid forecasting model with parameter optimization for short-term load forecasting of micro-grids

•A hybrid load forecasting model with parameter optimization is proposed.•Off-line optimization, periodic update and on-line forecasting are designed.•The results have acceptable forecasting accuracy and time performance.•The accuracy is affected by load variation in a day and between two adjacent d...

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Veröffentlicht in:	Applied energy 2014-09, Vol.129, p.336-345
Hauptverfasser:	Liu, Nian, Tang, Qingfeng, Zhang, Jianhua, Fan, Wei, Liu, Jie
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Applied sciences Decomposition Economics Electricity consumption Energy Exact sciences and technology Forecasting Hybrid forecasting model Mathematical models Micro-grid Optimization Parameter optimization Short-term load forecasting Swarm intelligence
Online-Zugang:	Volltext
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