Demand side energy management of EV charging stations by approximate dynamic programming

•Demand-side energy management is studied for EVCS with multiple types of chargers.•An approximate dynamic programming based energy management system is proposed.•Optimal charging start time of each EV is determined by the proposed EMS.•Maximum charging autonomy can be guaranteed at the device level...

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Veröffentlicht in:	Energy conversion and management Jg. 196; S. 878 - 890
Hauptverfasser:	Wu, Yu, Ravey, Alexandre, Chrenko, Daniela, Miraoui, Abdellatif
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Oxford Elsevier Ltd 15.09.2019 Elsevier Science Ltd Elsevier
Schlagworte:	algorithms Approximate dynamic programming Automatic Autonomy Batteries Control systems cost effectiveness Demand side energy management Dynamic programming Electric power Electric vehicle charging Electric vehicle charging stations Electric vehicles Electricity consumption electricity costs Electricity pricing energy Energy management Engineering Sciences EV charging station Evolutionary algorithms Flexible charging pattern Fluid mechanics Fuzzy logic Fuzzy systems management systems Mechanics Multiple types of EV charger operating costs Physics Thermics Approximate dynamic programming Flexible charging pattern EV charging station Demand side energy management Multiple types of EV charger
ISSN:	0196-8904, 1879-2227
Online-Zugang:	Volltext
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