Research on Energy Management of Micro-Gas Turbine Range Extended Electric Vehicle Based on Battery Life Prediction

Author:

Zichong Li1,Liu Liang1,Xu Zhaoping1

Affiliation:

1. Nanjing University of Science and Technology, School of Mech

Abstract

<div class="section abstract"><div class="htmlview paragraph">In this work, in order to reduce the overall cost of the micro-gas turbine range extended electric vehicle (MGT-REEV), the energy management strategies of the micro gas turbine range extender were discussed. The overall vehicle cost includes equivalent fuel cost and battery loss cost. We defined a cost function to qualify the overall vehicle cost and three rule-based energy management strategies were built and compared. The REEV model was built based on the Cruise platform, energy management strategies were built based on Matlab. We discussed thermostat strategy, the constant speed multi-point strategy and optimal curve multi-point strategy under Worldwide Harmonized Light Vehicles Test Cycle (WLTC). The results showed that the constant multi-point strategy had a better effect on reducing the vehicle overall result compared with the other two control. Finally, the multi-objective genetic algorithm based on Isight software was used to optimize the selection of multiple operating points to optimize the vehicle overall cost. The optimized constant speed energy management strategy reduced the overall cost by 6.08% compared to the thermostat strategy. In brief, through the above comparisons and optimization, the influences of different energy management strategies on fuel consumption and battery loss were revealed, which provides a good reference for engineering applications.</div></div>

Publisher

SAE International

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3