Optimal BRA based electric demand prediction strategy considering instance‐based learning of the forecast factors

Summary With the grid's evolution, the end‐users demand becomes more vital for demand side management (DSM). Accurate load forecasting (LF) is critical for power system planning and using advanced demand response (DR) strategies. To design efficient and precise LF, information about various fac...

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Veröffentlicht in:	International transactions on electrical energy systems Jg. 31; H. 9
Hauptverfasser:	Waseem, Muhammad, Lin, Zhenzhi, Liu, Shengyuan, Jinai, Zhang, Rizwan, Mian, Sajjad, Intisar Ali
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hoboken John Wiley & Sons, Inc 01.09.2021
Schlagworte:	Air conditioners air conditioners (ACs) Algorithms Coefficient of variation Correlation coefficient Correlation coefficients demand response (DR) Economic forecasting Electric power systems electrical demand load forecasting (LF) optimal‐Bayesian regularization algorithm (BRA) Regularization Strategy
ISSN:	2050-7038, 2050-7038
Online-Zugang:	Volltext
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