Energy Control and Management in Vehicle Propulsion System

Author

20.1001.1.27174409.1398.2.2.10.0=DOR

Abstract

Due To The Advancement Of Technology, Hybrid Electric Vehicles Have Been Considered As A Suitable Alternative To Conventional Vehicles For Various Reasons. Hybrid Electric Vehicles Generally Refer To Vehicles That Use More Than Two Sources Of Power For Propulsion. In This Field, The Main Competition Of Manufacturers Is To Design A Control System For This Type Of Vehicle. The Control System Is Based On Energy Management Of Multiple Sources And Power Generation Of These Vehicles, Which Must Meet The Requirements That Are Closely Related To The Structure Of The Propulsion System, Specifications And Elements Of The Vehicle. In This Paper, By Optimizing Fuzzy Membership Functions Using The Ultra-Innovative Gravitational Search Algorithm, It Keeps The Battery Charge Level At An Acceptable Level And Also Reduces Fuel Consumption.

Keywords


[1] ا. لطفى. ارائه روش پیشنهادی جدید استراتژی کنترل و مدیریت انرژی در سیستم محرکه رانشی خودرو الکتریکی هیبریدی، پایان نامه تحصیلی برای دریافت درجه کارشناسی ارشد، رشته مهندسی برق گرایش کنترل دانشگاه شهید باهنر کرمان، بهمن ماه ۱۳۹۳.
 
[2] م. ب. دو دولتشاهی، ح. نظام آبادیپور، م. ماشین چی، حل نمونه های بزرگ مسئله فروشنده دوره گرد متقارن با استفاده از یک الگوریتم جستجوی گرانشی گسسته ترکیبی، علوم و مهندسی کامپیوتر، نشریه علمی پژوهشی انجمن کامپیوتر ایران، ۹ (۱) (۱۳۹۰)، ۱۱-۱.
 
[٣] م. ح. رنجبر، ا. لطفی، س. م. علی محمدی، طراحی یک استراتژی کنترلی و مدیریت انرژی سلسله مراتبی در خودروی برقی هایبرید، بیست و نهمین کنفرانس بین المللی برق تهران. ایران ( ۲۰۱۴).
 
[4] س. م. طاهری، آشنایی با نظریه مجموعه های فازی، انتشارات جهاد دانشگاهی مشهد، ۱۳۷۵.
 
 [۵] م. ماشین چی، مجموعه های مشکک، انتشارات دانشگاه شهید باهنر کرمان، شماره ۱۳۳، سال ۱۳۷۹.
 
 [6]  ح. نظام آبادی پور،  الگوریتم وراثتی: مفاهیم پایه و مباحث پیشرفته، انتشارات دانشگاه شهید باهنر کرمان، ۱۳۸۹.
 
[7] H. Alipour and B. Asaei, A heuristic power management strategy for plug-in hybrid electric vehicles, In Electric Power and Energy Conversion Systems (EPECS), (2011), 1-6.
 
[8] H . Azadi Kherabadi, S. Ebrahimi Mood and M. M. Javidi, Mutation: A New Operator in Gravitational Search Algorithm Using Fuzzy Controller, Cybernetics and Information Technologies 17(1) (2017), 72-86.
 
[9] Y. Gao and M. Ehsani, Design and control methodology of plug-in hybrid electric vehicles, IEEE Transactions on Industrial Electronics, 57 (2)(2010), 633-640.
 
[10] Q . Gong, Y. Li and Z. Peng, Trip based power management of plug-in hybrid electric vehicle with two-scale dynamic programming, In Vehicle Power and Propulsion Conference, (2007), 12-19.
 
[11] Q. Gong, Y. Li and Z. Peng, Computationally efficient optimal power management for plug-in hybrid electric vehicles based on spatial-domain two-scale dynamic programming, In Vehicular Electronics and Safety, (2008) 90-95.
 
[12] X . Hui, and D.Yunbo,The study of plug-in hybrid electric vehicle power management strategy simulation, In Vehicle Power and Propulsion Conference, (2008), 1-3.
 
[13] S. Li, S. Sharkh, F. Walsh, and C. Zhang, Energy and battery management of a plug-in series hybrid electric vehicle using fuzzy logic, IEEE Transactions on Vehicular Technology 60 (8) (2011), 3571-3585.
 
[14] Y. Li, Q. Zeng, C. Wang and Y. Li ,Research on fuzzy logic control strategy for a plug-in hybrid electric city public bus, In Measuring Technology and Mechatronics Automation (ICMTMA), (2010), 88-91.
 
[15] B.Liaw, and M. Dubarry, From driving cycle analysis to understanding battery perfor- mance in real-life electric hybrid vehicle operation, Journal of power sources, 174(1) (2007), 76-88.
 
[16] MATLAB and Statistics Toolbox Release 2016a The MathWorks, Inc., Natick, Massachusetts, United States.
 
[17] E. Rashedi, H. Nezamabadi-Pour and S.Saryazdi, GSA: a gravitational search algorithm, Information sciences 179(13) (2009), 2232-2248.
 
[18] C. Shen and C. Xia, Notice of Retraction Optimal Power Split in a Hybrid Electric Vehicle Using Improved Dynamic Programming, In Power and Energy Engineering Conference (APPEEC), (2010), 1-4.
 
[19] A. Soltani Sarvestani and A. Safavi, A novel optimal energy management strategy based on fuzzy logic for a hybrid electric vehicle, In Vehicular Electronics and Safety (ICVES), (2009), 141-145.
 
[20] C. Yang, J. Li, W. Sun, B. Zhang, Y. Gao and X. Yin, Study on global optimization of plug-in hybrid electric vehicle energy management strategies, In Power and Energy Engineering Conference (APPEEC), (2010), 1-5.
 
[21] Sh. Xu, Investigation of EMS based on fuzzy logic controller for an ICE/battery/UC hybrid electric vehicle, In Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), (2011), 4041-4044.
 
[22] L. A. Zadeh, Fuzzy sets, Information and control 8 (3) (1965) 338-353.