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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Vydáno v:	International transactions on electrical energy systems Ročník 31; číslo 9
Hlavní autoři:	Waseem, Muhammad, Lin, Zhenzhi, Liu, Shengyuan, Jinai, Zhang, Rizwan, Mian, Sajjad, Intisar Ali
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Hoboken John Wiley & Sons, Inc 01.09.2021
Témata:	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
On-line přístup:	Získat plný text
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