A Standalone Energy Management System of Battery/Supercapacitor Hybrid Energy Storage System for Electric Vehicles Using Model Predictive Control

In this article, a standalone model predictive control (MPC) based energy management strategy (EMS) is proposed for the hybrid energy storage system in electric vehicles. The proposed EMS does not require any knowledge of vehicle speed or future demands, so it can be implemented as a standalone syst...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) 2023-05, Vol.70 (5), p.5104-5114
Hauptverfasser:	Nguyen, Ngoc-Duc, Yoon, Changwoo, Lee, Young Il
Format:	Artikel
Sprache:	eng
Schlagworte:	Batteries Battery Cost function Current control DC-DC power converters Electric potential Electric vehicles electric vehicles (EVs) Energy management energy management strategy (EMS) Energy storage hybrid energy storage system (HESS) Hybrid systems model predictive control (MPC) Optimization Predictive control supercapacitor (SC) Supercapacitors Traction motors Traffic speed Tuning Voltage Voltage control
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