当前位置: 首页 > 文章 > 基于WOA算法的电动汽车感应驱动系统控制器的参数整定 山东农业大学学报(自然科学版) 2019,50 (1) 163-166
Position: Home > Articles > Parameter Adjustment for Induction Drive System Controller of an Electric Vehicle on WOA Journal of Shandong Agricultural University(Natural Science Edition) 2019,50 (1) 163-166

基于WOA算法的电动汽车感应驱动系统控制器的参数整定

作  者:
张华磊;吕江毅;成林
单  位:
北京电子科技职业学院汽车工程学院
关键词:
鲸鱼优化算法;电动汽车;控制器;参数
摘  要:
为提高电动汽车感应驱动系统PID控制精度,将鲸鱼优化算法与PID控制相结合,提出一种基于WOA算法的电动汽车用感应驱动系统控制器参数整定方法。为了获取高质量的控制效果,选择误差绝对值时间积分性能指标为适应度函数。结果表明,在电动汽车电动机PID参数寻优过程中,与PSO-PID、GA-PID和PID相比,WOA-PID控制器的超调量更小和响应时间更快,控制品质更高,能够更快地进入稳定状态。
译  名:
Parameter Adjustment for Induction Drive System Controller of an Electric Vehicle on WOA
作  者:
ZHANG Hua-lei;LV Jiang-yi;CHENG Lin;School of Automotive Engineering/Beijing Polytechnic;
关键词:
WOA;;electric vehicle;;sensor;;parameter
摘  要:
In order to improve the PID control precision of electric vehicle induction electric drive system, WOA-PID was presented to adjust parameters of an induction drive system controller on an electric vehicle. In order to obtain satisfactory excessive process dynamics, the error absolute time integral performance index was taken as the minimum objective function of the parameter selection. The results showed that the WOA-PID controller had smaller overshoot and faster response time and higher control quality than PSO-PID, GA-PID and PID in the optimization of electric vehicle motor PID parameters. It could get into a faster stable state.

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