Towards a smarter hybrid energy storage system based on battery and ultracapacitor - A critical review on topology and energy management
作者： Rui Xiong , Huan Chen , Chun Wang , Fengchun Sun
DOI: 10.1016/J.JCLEPRO.2018.08.134
关键词:
摘要: Abstract Hybrid Energy Storage System (HESS) can well solve the problems faced by alternative single energy storage system in terms of meeting needs high specific power and simultaneously for plug-in hybrid electric vehicles (HEVs). A HESS containing battery ultracapacitor (UC) has drawn much attention. However, there have been relatively few reviews on its structures management strategies (EMSs). Based summary analysis from existing publications, this paper discusses EMSs HESSs comprised UC. Focusing research, a detailed discussion rules-based control algorithms, optimization-based algorithms intelligent-based is presented. Several typical implementations applications are presented detail, comparative evaluation these methods help researchers select appropriate method to develop HESSs. Finally, also highlights number key factors challenges, presents possible recommendations development big data machine learning-based algorithm
sci-hub.se 参考文章(104)
Slawomir Koziel, Xin-She Yang, Computational Optimization, Methods and Algorithms Springer. ,(2016) , 10.1007/978-3-642-20859-1
Shuo Zhang, Rui Xiong, Adaptive energy management of a plug-in hybrid electric vehicle based on driving pattern recognition and dynamic programming Applied Energy. ,vol. 155, pp. 68- 78 ,(2015) , 10.1016/J.APENERGY.2015.06.003
B. Ufnalski, L. Grzesiak, M. Michalczuk, A lithium battery and ultracapacitor hybrid energy source for an urban electric vehicle Przegląd Elektrotechniczny. pp. 158- 162 ,(2012)
A. Cochocki, Rolf Unbehauen, Neural networks for optimization and signal processing ,(1993)
Shuo Zhang, Rui Xiong, Xuan Zhou, Comparison of the topologies for a hybrid energy-storage system of electric vehicles via a novel optimization method Science China Technological Sciences. ,vol. 58, pp. 1173- 1185 ,(2015) , 10.1007/S11431-015-5843-Y
Victor Isaac Herrera, Haizea Gaztanaga, Aitor Milo, Andoni Saez-de-Ibarra, Ion Etxeberria-Otadui, Txomin Nieva, Optimal energy management of a battery-supercapacitor based light rail vehicle using genetic algorithms european conference on cognitive ergonomics. pp. 1359- 1366 ,(2015) , 10.1109/ECCE.2015.7309851
Junyi Shen, Alireza Khaligh, A Supervisory Energy Management Control Strategy in a Battery/Ultracapacitor Hybrid Energy Storage System ieee transactions on transportation electrification. ,vol. 1, pp. 223- 231 ,(2015) , 10.1109/TTE.2015.2464690
Yi L. Murphey, ZhiHang Chen, Leonidas Kiliaris, M. Abul Masrur, Intelligent power management in a vehicular system with multiple power sources Journal of Power Sources. ,vol. 196, pp. 835- 846 ,(2011) , 10.1016/J.JPOWSOUR.2010.07.052
Lincun Fang, Shiyin Qin, Gang Xu, Tianli Li, Kemin Zhu, Simultaneous Optimization for Hybrid Electric Vehicle Parameters Based on Multi-Objective Genetic Algorithms Energies. ,vol. 4, pp. 532- 544 ,(2011) , 10.3390/EN4030532
Wenhao Zhou, Mian Li, He Yin, Chengbin Ma, An adaptive fuzzy logic based energy management strategy for electric vehicles international symposium on industrial electronics. pp. 1778- 1783 ,(2014) , 10.1109/ISIE.2014.6864884