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基于遗传算法的电动四驱汽车轴间扭矩分配控制策略
  • ISSN号:1000-1298
  • 期刊名称:《农业机械学报》
  • 时间:0
  • 分类:U461.2[机械工程—车辆工程;交通运输工程—载运工具运用工程;交通运输工程—道路与铁道工程] U469.72[机械工程—车辆工程;交通运输工程—载运工具运用工程;交通运输工程—道路与铁道工程]
  • 作者机构:[1]安徽农业大学工学院,合肥230036, [2]合肥工业大学机械与汽车工程学院,合肥230009
  • 相关基金:国家自然科学基金项目(51305004)
中文摘要:

为了提高纯电动四轮驱动汽车的整车动力性和行驶稳定性,提出一种通过对汽车前后轴转速差及车轮滑转率实时观测完成轴间扭矩重新分配的控制策略。通过Matlab/Simulink构建了整车动力学模型,并设计了基于遗传算法(GA)和PID控制的轴间扭矩分配控制系统,分别在低附着均一路面、对接路面对整车加速性能进行了仿真分析。对该轴间扭矩控制系统进行软硬件设计,并对开发的控制器进行了道路试验。结果显示运用该控制器及控制策略能较好地跟随实时路况,使车辆动力性和行驶稳定性得到提升,试验结果也验证了控制系统的有效性。

英文摘要:

In order to improve the four-wheel drive vehicle dynamic performance and running stability,an axis torque distribution control strategy was proposed through real-time observation of front and rear shaft speed difference and wheel slip ratio of the car. The vehicle dynamics model was constructed through the Matlab/Simulink,including transmission system model,tire model and sub-modules like slip ratio calculation module and motor model. The inter axle torque distribution control system and application was designed based on genetic algorithm( GA) and the PID control. On the low adhesion uniform pavement,docking road face to speed up performance of vehicle was simulated and analyzed.The hardware and software design of the shaft torque control system was carried out,and the development of the shaft torque control system was done,and the development of the controller was verified by the road test. The hardware and software design included the controller circuit and power circuit,and the control system of PCB harware increased the anti-interence design. Taking Code Warrior as platform,the control system software framework,CAN bus communication program,data acquisition program,PWM driver were designed. The result showed that the controller and the control strategy can follow the real-time road conditions well,so that the vehicle dynamic performance and stability were improved. The test result also verified the effectiveness of the control system.

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期刊信息
  • 《农业机械学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国农业机械学会 中国农业机械化科学研究院
  • 主编:任露泉
  • 地址:北京德胜门外北沙滩一号6号信箱
  • 邮编:100083
  • 邮箱:njxb@caams.org.cn
  • 电话:010-64882610 64867367
  • 国际标准刊号:ISSN:1000-1298
  • 国内统一刊号:ISSN:11-1964/S
  • 邮发代号:2-363
  • 获奖情况:
  • 荣获中国科协优秀期刊二等奖,1997~2000年连续4年获中国科协择优资金,被列入中国期刊方阵,中国期刊方阵“双效”期刊
  • 国内外数据库收录:
  • 美国化学文摘(网络版),英国农业与生物科学研究中心文摘,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:42884