Variable Universe Fuzzy Control of Adjustable Hydraulic Torque Converter Based on Multi-Population Genetic Algorithm

doi:10.1109/ACCESS.2019.2892181

	Variable Universe Fuzzy Control of Adjustable Hydraulic Torque Converter Based on Multi-Population Genetic Algorithm
	Li Mingxue 2; Yang Guolai 2; Li Xiaoqing 1; Bai Guixiang 2
刊名	IEEE ACCESS
	2019
卷号	7 页码:29236-29244
关键词	Adjustable hydraulic torque converter variable universe fuzzy control multi-population genetic algorithm guide vane opening servo motor
ISSN号	2169-3536
DOI	10.1109/ACCESS.2019.2892181
英文摘要	In order to optimize the control method of guide vane opening in an adjustable hydraulic torque converter, this paper presents a variable universe fuzzy control method for servo system of the adjustable hydraulic torque converter based on the multi-population genetic algorithm. This control method got a kind of adaptive control as optimizing proportional exponential contraction-expansion factors of the current loop with a genetic algorithm, thus transforming the fuzzy variable universe of the current loop. In this method, we designed a variable universe adaptive fuzzy controller with S-function on an adjustable hydraulic torque converter servo system and conducted some simulation experiments. The simulation results showed that the variable universe control based on genetic algorithm improved the anti-interference and robustness of adjustable hydraulic torque converter servo system compared with control methods in the previous literature. This control method could be a desirable way to adjust guide vane opening with the properties of better accuracy, rapidity, and reliability. Thus, the control method we designed will provide an effective, fast, and stable control strategy for the uncertain system with the properties of nonlinearity, strong disturbance, and uncertain time-varying.
资助项目	Gansu Province Science and Technology Major Special Project-Research and Promotion of New Energy Comprehensive Utilization Technology[17ZD2GA010]
WOS研究方向	Computer Science ; Engineering ; Telecommunications
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000462957800001
状态	已发表
内容类型	期刊论文
源URL	[http://119.78.100.223/handle/2XXMBERH/32225]
专题	兰石研究院（新区研究院）能源与动力工程学院
通讯作者	Li Mingxue
作者单位	1.Lanzhou Jiaotong Univ, Sch Automat & Elect Engn, Lanzhou 730070, Gansu, Peoples R China 2.Lanzhou Univ Technol, Sch Energy & Power Engn, Lanzhou 730050, Gansu, Peoples R China
推荐引用方式 GB/T 7714	Li Mingxue,Yang Guolai,Li Xiaoqing,et al. Variable Universe Fuzzy Control of Adjustable Hydraulic Torque Converter Based on Multi-Population Genetic Algorithm[J]. IEEE ACCESS,2019,7:29236-29244.
APA	Li Mingxue,Yang Guolai,Li Xiaoqing,&Bai Guixiang.(2019).Variable Universe Fuzzy Control of Adjustable Hydraulic Torque Converter Based on Multi-Population Genetic Algorithm.IEEE ACCESS,7,29236-29244.
MLA	Li Mingxue,et al."Variable Universe Fuzzy Control of Adjustable Hydraulic Torque Converter Based on Multi-Population Genetic Algorithm".IEEE ACCESS 7(2019):29236-29244.