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基于遗传算法的CVT夹紧力模糊-PID控制优化

薛殿伦 马洪涛 曹成龙 文敏

湖南大学学报(自然科学版)2012,Vol.39Issue(12):37-42,6.
湖南大学学报(自然科学版)2012,Vol.39Issue(12):37-42,6.

基于遗传算法的CVT夹紧力模糊-PID控制优化

Fuzzy-PID Controller Optimization of Clamping Force for CVT Based on Genetic Algorithm

薛殿伦 1马洪涛 1曹成龙 1文敏2

作者信息

  • 1. 湖南大学汽车车身先进设计制造国家重点实验室,湖南长沙410082
  • 2. 湖南江麓容大车辆传动股份有限公司研发部,湖南长沙410205
  • 折叠

摘要

Abstract

Aiming at improving the performance of clamping force control of metal V-belt Continuously Variable Transmission (CVT) , such as metal belt abrasion and low efficiency, a clamping force fuzzy-PID controller model was established. Considering the defect of fuzzy-PID controller, such as subjective, rough and imperfect, genetic algorithm was applied to off-line optimize both membership function and fuzzy rules. At last, road tests were done to verify the performance of the optimized fuzzy-PID controller. The test results have shown that the improved fuzzy-PID controller has a satisfactory effect on the clamping force control with better tracing precision and less steady state error. Additionally, the CVT's fuel economy was enhanced by reducing the safety factor of clamping force from 1. 3 down to 1. 24 on the basis of control precision.

关键词

金属带式无级变速器/夹紧力控制/模糊-PID/遗传算法

Key words

metal v-belt continuously variable transmission/clamping force control/fuzzy-PID/genetic algorithm

分类

交通工程

引用本文复制引用

薛殿伦,马洪涛,曹成龙,文敏..基于遗传算法的CVT夹紧力模糊-PID控制优化[J].湖南大学学报(自然科学版),2012,39(12):37-42,6.

基金项目

湖南省自然科学基金资助项目(10JJ5052) (10JJ5052)

湖南大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1674-2974

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