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...

Full description

Saved in:

Bibliographic Details
Published in:	Applied energy Vol. 283; p. 116289
Main Authors:	van der Meer, Dennis, Wang, Guang Chao, Munkhammar, Joakim
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2021
Subjects:	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
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!