Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview

doi:10.1109/JAS.2017.7510889

CASIA OpenIR > 学术期刊 > IEEE/CAA Journal of Automatica Sinica

	Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview
	Yang Zhao; Yanguang Cai; Qiwen Song
发表期刊	IEEE/CAA Journal of Automatica Sinica
ISSN	2329-9266
	2021
卷号	8 期号:12 页码:1948-1955
摘要	The paper proposes an adoption of slope, elevation, speed and route distance preview to achieve optimal energy management of plug-in hybrid electric vehicles (PHEVs). The approach is to identify route features from historical and realtime traffic data, in which information fusion model and traffic prediction model are used to improve the information accuracy. Then, dynamic programming combined with equivalent consumption minimization strategy is used to compute an optimal solution for real-time energy management. The solution is the reference for PHEV energy management control along the route. To improve the system’s ability of handling changing situation, the study further explores predictive control model in the realtime control of the energy. A simulation is performed to model PHEV under above energy control strategy with route preview. The results show that the average fuel consumption of PHEV along the previewed route with model predictive control (MPC) strategy can be reduced compared with optimal strategy and base control strategy.
关键词	Energy management model predictive control(MPC) optimal control plug-in hybrid electric vehicle (PHEV)
DOI	10.1109/JAS.2017.7510889
引用统计	被引频次：17[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/45405
专题	学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Yang Zhao,Yanguang Cai,Qiwen Song. Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview[J]. IEEE/CAA Journal of Automatica Sinica,2021,8(12):1948-1955.
APA	Yang Zhao,Yanguang Cai,&Qiwen Song.(2021).Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview.IEEE/CAA Journal of Automatica Sinica,8(12),1948-1955.
MLA	Yang Zhao,et al."Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview".IEEE/CAA Journal of Automatica Sinica 8.12(2021):1948-1955.

条目包含的文件		下载所有文件
文件名称/大小	文献类型	版本类型	开放类型	使用许可
JAS-2015-0249.pdf（8376KB）	期刊论文	出版稿	开放获取	CC BY-NC-SA	浏览下载