Optimal Energy Management of Residential Solar PV with Battery Storage: Effects of Fast Load and Generation Transients

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitragBegutachtung

Abstract

An energy management algorithm to optimally control a rooftop solar photovoltaic device in combination with a battery storage and considering variable pricing is analyzed for single family houses. A discrete time dynamic programming controller is developed to minimize the electricity costs. It is shown in simulation, using real world measurement data, that considerable savings can be achieved with the optimal controller. However, we also show the limitations of such discrete time approaches in realistic scenarios when load and generation changes in-between the samples where the controller is active. This can lead to a performance deterioration making the optimal controller worse than a standard approach.

OriginalspracheEnglisch
Titel7th International Conference on Control, Decision and Information Technologies, CoDIT 2020
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
Seiten946-951
Seitenumfang6
ISBN (elektronisch)9781728159539
DOIs
PublikationsstatusVeröffentlicht - 29 Jun 2020
Veranstaltung7th International Conference on Control, Decision and Information Technologies, CoDIT 2020 - Prague, Tschechische Republik
Dauer: 29 Jun 20202 Jul 2020

Publikationsreihe

Name7th International Conference on Control, Decision and Information Technologies, CoDIT 2020

Konferenz

Konferenz7th International Conference on Control, Decision and Information Technologies, CoDIT 2020
Land/GebietTschechische Republik
OrtPrague
Zeitraum29.06.202002.07.2020

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