Variable Universe Fuzzy Control of Adjustable Hydraulic Torque Converter Based on Multi-Population Genetic Algorithm | |
Li Mingxue2; Yang Guolai2; Li Xiaoqing1; Bai Guixiang2 | |
刊名 | IEEE ACCESS
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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. |
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