An alternative optimal strategy for stochastic model predictive control of a residential battery energy management system with solar photovoltaic

Scenario-based stochastic model predictive control traditionally considers the optimal strategy to be the expectation of the optimal strategies across all scenarios. However, while the stochastic problem involving uncertainties can be substantiated by a large number of scenarios, the expectation of...

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Vydáno v:	Applied energy Ročník 283; s. 116289
Hlavní autoři:	van der Meer, Dennis, Wang, Guang Chao, Munkhammar, Joakim
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.02.2021
Témata:	autocorrelation batteries case studies energy Engineering Science with specialization in Civil Engineering and Built Environment Gradient boosting management systems Multivariate forecasting prediction Quantile regression Scenario based solar collectors solar energy Stochastic model predictive control stochastic processes Sweden Teknisk fysik med inriktning mot byggteknik och byggd miljö variance covariance matrix Sweden Stochastic model predictive control Scenario based Quantile regression Multivariate forecasting Gradient boosting
ISSN:	0306-2619, 1872-9118, 1872-9118
On-line přístup:	Získat plný text
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