武汉理工大学学报(交通科学与工程版)
武漢理工大學學報(交通科學與工程版)
무한리공대학학보(교통과학여공정판)
JOURNAL OF WUHAN UNIVERSITY OF TECHNOLOGY(TRANSPORTATION SCIENCE & ENGINEERING)
2014年
1期
222-226
,共5页
汽车稳定性%主动安全%模糊控制%神经网络
汽車穩定性%主動安全%模糊控製%神經網絡
기차은정성%주동안전%모호공제%신경망락
vehicle stability%active safety%fuzzy control%neural network
为了解决汽车行驶中的某些因素引起的失稳问题,在对汽车的失稳原因和控制方法的分析和研究的基础上,设计了以横摆角速度和质心侧偏角为控制量和失稳判据,以车轮的差动制动为控制手段的汽车稳定性控制系统。并分别设计了模糊 PID控制器和神经网络控制器,运用M A T-LAB/Simulink软件在7自由度汽车模型上进行了仿真。结果显示在危险状态下该控制策略能有效保持汽车轨迹对转向操作的跟随,该控制策略可靠有效。
為瞭解決汽車行駛中的某些因素引起的失穩問題,在對汽車的失穩原因和控製方法的分析和研究的基礎上,設計瞭以橫襬角速度和質心側偏角為控製量和失穩判據,以車輪的差動製動為控製手段的汽車穩定性控製繫統。併分彆設計瞭模糊 PID控製器和神經網絡控製器,運用M A T-LAB/Simulink軟件在7自由度汽車模型上進行瞭倣真。結果顯示在危險狀態下該控製策略能有效保持汽車軌跡對轉嚮操作的跟隨,該控製策略可靠有效。
위료해결기차행사중적모사인소인기적실은문제,재대기차적실은원인화공제방법적분석화연구적기출상,설계료이횡파각속도화질심측편각위공제량화실은판거,이차륜적차동제동위공제수단적기차은정성공제계통。병분별설계료모호 PID공제기화신경망락공제기,운용M A T-LAB/Simulink연건재7자유도기차모형상진행료방진。결과현시재위험상태하해공제책략능유효보지기차궤적대전향조작적근수,해공제책략가고유효。
In order to solve the instability problems caused by some factors in the car driving ,on the basis of analysis and research on the vehicle instability causes and control methods ,the vehicle stabili-ty control system is designed ,w hose control amount is yaw velocity and sideslip angle ,w hose control means is braking the wheels appropriately .Designs of fuzzy PID controller and neural network con-troller and simulation are done by MATLAB /Simulink in seven degrees of freedom car model .The results showed that this control method can effectively keep the car track to follow the steering opera-tion in a dangerous state and the method is reliable and effective .