FUZZY CONTROL OF THE AMT VEHICLE'S STARTING PROCESS BASED ON GENETIC ALGORITHM

Abstract

Abstract: After analyzing the starting operation of experienced drivers, a fuzzy control strategy which can reflect the drivers’ starting intention is put forward. Focused on the problem that ordinary fuzzy controller is difficult to optimize, Genetic Algorithm is applied to optimize the parameters of fuzzy membership functions of the starting fuzzy controller. Simultaneously, a simulation model for starting is established using Simulink. Road tests are implemented by using the optimized fuzzy controller, which has been proved effective.

Key words: Automatic mechanical transmission, Fuzzy control, Genetic algorithm, Vehicle starting

CLC Number:

U463.211

Qi Zhangning;Chen Quanshi;Ge Anlin. FUZZY CONTROL OF THE AMT VEHICLE'S STARTING PROCESS BASED ON GENETIC ALGORITHM[J]. , 2001, 37(4): 8-11，2.

[1]	SHI Qin, JIANG Zhengxin, LIU Yiwen, WEI Yujiang, HU Xiaosong, HE Lin. Fractional Order Model-based Estimation for State of Charge in Lithium-ion Battery [J]. Journal of Mechanical Engineering, 2024, 60(8): 224-232,244.
[2]	LIU Kuo, JIANG Yeming, HUANG Renjie, LI Mingyu, CHEN Hu, WANG Yongqing. Research on High-efficiency Adaptive Machining Technology of Machine Tools Considering Online Chatter Suppression [J]. Journal of Mechanical Engineering, 2024, 60(6): 104-113.
[3]	WANG Yuefei, WANG Chao, XU Yutao, SUN Rui, XIAO Kai, WANG Kailin. Digital Twin Task Scheduling Method for Jobs of Intelligent Manufacturing Unit under Edge-cloud Collaboration [J]. Journal of Mechanical Engineering, 2024, 60(6): 137-152.
[4]	QIN Tao, LI Yunhua, FAN Rujun. Trajectory Optimization of Autonomous Mining for Powerful Rocker Arm Hydraulic Shovels [J]. Journal of Mechanical Engineering, 2024, 60(18): 374-384.
[5]	LIU Chengshang, CHEN Rui, LI Fang, WANG Meng, XU Wujiao. Parameters Determination of Hardening Model for Ultra-high Strength Steel Based on Modified Genetic Algorithm and Bending Spring Back Prediction [J]. Journal of Mechanical Engineering, 2024, 60(12): 240-249.
[6]	LU Qi, SU Kaixin, ZHANG Jiwang, YAN Tao, YANG Bing, ZHANG Haonan. Structural Optimization of Simple Catenary Based on BP Neural Network and Genetic Algorithm [J]. Journal of Mechanical Engineering, 2024, 60(12): 313-320.
[7]	HE Hua, LIU Quan, SHENTU Shuzhan, GONG Zhao. Trajectory Tacking Controller Design for Wheeled Robots in Multi-robot Cooperative Transport [J]. Journal of Mechanical Engineering, 2024, 60(11): 145-155.
[8]	REN Qiao, ZHANG Jimin, ZHANG Peng. Characteristic Analysis and Fuzzy Control Method Research of Electromagnetic Eddy Current Braking [J]. Journal of Mechanical Engineering, 2023, 59(6): 255-263.
[9]	LIU Hao, CHEN Zhengying, SHEN Kai, XIONG Xuhui. Normal Vector Optimization Technology of Five-axis FDM Cladding Path Based on Minimum AC Rotation Angle Change [J]. Journal of Mechanical Engineering, 2023, 59(6): 272-284.
[10]	SU Jinzhan, LI Xudong, YIN Xunmin, JIA Haitao, GUO Fang. Design and Form Grinding Principle of Linear Triangular End Relief for Double Helical Gears [J]. Journal of Mechanical Engineering, 2023, 59(5): 121-129.
[11]	WU Hongyu, NIU Wendong, ZHANG Yuling, WANG Shuxin, YAN Shaoze. Path Planning Method for Multi-point Exploration of Underwater Glider to Minimize Energy Consumption [J]. Journal of Mechanical Engineering, 2023, 59(5): 156-166.
[12]	LI Kunpeng, LIU Tengbo, LI Wenli. Improved Adaptive Genetic Algorithm for Order Batching of “Part-to-picker” Picking System [J]. Journal of Mechanical Engineering, 2023, 59(4): 308-317.
[13]	LI Beibei, SUN Shenzhen, LIU Xiumei, LIU Qihang, LIU Shen, ZHAO Qiao, HE Jie. Cavitation State Recognition of Regulating Valve Based on Improved SVM Algorithm [J]. Journal of Mechanical Engineering, 2023, 59(24): 312-322.
[14]	Ping’an Tan, Bin Song, Xu Shangguan, Huadong Liu. Optimal Design of Transmission Characteristics for Hexagonal Coil Wireless Power Transfer System Based on Genetic Algorithm^* [J]. Chinese Journal of Electrical Engineering, 2023, 9(2): 94-106.
[15]	SONG Xingrong, XIONG Shangfeng, WANG Deshun, LI Li, HU Anping, TAO Yibin. Control Strategy of Energy Storage Participating in Primary Frequency Regulation with Wind Power Integration [J]. Journal of Electrical Engineering, 2023, 18(2): 260-268.

FUZZY CONTROL OF THE AMT VEHICLE'S STARTING PROCESS BASED ON GENETIC ALGORITHM

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments