Season specific approach for short-term load forecasting based on hybrid FA-SVM and similarity concept

This paper proposes a new hybrid season specific approach to incorporate the seasonality effect in short term load forecasting (STLF). A new season specific similarity concept (SSSC) is utilized to perceive the season specific meteorological necessities (seasonality effect) and integrates them in ST...

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Veröffentlicht in:	Energy (Oxford) 2019-05, Vol.174, p.886-896
Hauptverfasser:	Barman, Mayur, Dev Choudhury, Nalin Behari
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Case studies Concept of similarity Firefly algorithm Forecasting Heuristic methods Load forecasting Robustness (mathematics) Season specific meteorological necessities Seasonal variations Similarity Support vector machine Support vector machines
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