Research of adaptive fuzzy controller based on variable universe of asynchronous motor soft start

doi:10.3778/j.issn.1002-8331.2010.18.064

Computer Engineering and Applications ›› 2010, Vol. 46 ›› Issue (18): 205-208.DOI: 10.3778/j.issn.1002-8331.2010.18.064

• 工程与应用 • Previous Articles Next Articles

Research of adaptive fuzzy controller based on variable universe of asynchronous motor soft start

LIU Zhong，LI Shi-yu，JIN Yao，LIANG Cheng-jie，PENG Jin-yan，LI Wei

Institute of Mechanical & Electrical Technology，Hunan Normal University，Changsha 410081，China

Received:2008-12-15 Revised:2009-05-07 Online:2010-06-21 Published:2010-06-21
Contact: LIU Zhong

异步电机软启动的变论域模糊自适应控制策略

刘忠，李时育，金耀，梁承杰，彭金艳，李伟

湖南师范大学机电技术装备研究所，长沙 410081

通讯作者: 刘忠

Abstract

Abstract: A soft-start system of asynchronous motor is a typical nonlinear，time-varying and class of high order system.The adaptive fuzzy controller based on variable universe is applied to an asynchronous motor.The simulation model based on Matlab/Simulink of soft-start is established，and the simulation result of adaptive fuzzy controller based on variable universe is provided and it compares to the methods of traditional PID control and conventional fuzzy logic control.The simulation result shows that application of this method to soft-start is valid.It brings advantages such as no need for exact models，fast response，and high precision and strong robustness，and it is superior to other ones.

Key words: asynchronous motor, variable universe, adaptive fuzzy control, soft-start, simulation

摘要： 异步电机软启动系统是一个时变、非线性的高阶系统，将变论域模糊自适应控制方法应用于异步电机的软启动控制系统中，并建立电机软启动控制系统的Matlab/Simulink的仿真模型，给出了变论域自适应模糊控制方法的仿真结果，与传统PID控制和常规模糊软启动控制方法进行了比较。仿真结果表明，该方法具有无需精确建模、响应快速、精度高、鲁棒性好、适应性强等优点，切实可行，并优于其他控制方法。

关键词: 异步电机, 变论域, 自适应模糊控制, 软启动, 仿真

CLC Number:

TM343+.2

LIU Zhong，LI Shi-yu，JIN Yao，LIANG Cheng-jie，PENG Jin-yan，LI Wei. Research of adaptive fuzzy controller based on variable universe of asynchronous motor soft start[J]. Computer Engineering and Applications, 2010, 46(18): 205-208.

刘忠，李时育，金耀，梁承杰，彭金艳，李伟. 异步电机软启动的变论域模糊自适应控制策略[J]. 计算机工程与应用, 2010, 46(18): 205-208.

[1]	HUANG Yilei, XIA Zhijie, WANG Yiming. Research on False Information Dissemination Model of Strong-Ties Social Media [J]. Computer Engineering and Applications, 2021, 57(9): 126-133.
[2]	LI Gaoyuan, WANG Jinyu, ZHANG Changgong, FENG Bodi, GAO Yuge, YANG Haitao. Review of SAR Image Simulation Methods [J]. Computer Engineering and Applications, 2021, 57(15): 62-72.
[3]	WU Jie, DUAN Jin, DONG Suoqin, LI Yingchao. Research on Face Recognition Technology of DFM-GAN Network in Cross-Age Simulation [J]. Computer Engineering and Applications, 2021, 57(10): 117-124.
[4]	ZHANG Wuyi, LI Jianguo, GONG Yuwen. Safety Awareness Evolution Model of High-Altitude Parabolic and Falling Objects Prevention [J]. Computer Engineering and Applications, 2021, 57(1): 254-260.
[5]	KANG Leilei, LU Weike, LIU Lan. Coordinate Control Strategy Between Entrance Ramp of City Expressway and Upstream Intersection [J]. Computer Engineering and Applications, 2020, 56(9): 267-271.
[6]	WANG Qi, XUE Hong, CHEN Maomao. Simulation of Ruin Probability for Risk Model Perturbed by Fractional Brown Motion [J]. Computer Engineering and Applications, 2020, 56(8): 215-219.
[7]	YE Yingshi, WEI Fuyi, CAI Xianzi. Research on Fast Dijkstra Algorithm Based on Parallel Computing [J]. Computer Engineering and Applications, 2020, 56(6): 58-65.
[8]	LIU Hongchen, LIU Zhaoxia, ZHANG Long. Mixed [L2] and KL Fidelity Item Image Recovery Algorithm [J]. Computer Engineering and Applications, 2020, 56(5): 214-221.
[9]	ZHU Huijuan, WANG Yongli, CHEN Linlin. Research on Selfish Herd Optimization Algorithm for 3D Model Lightweight [J]. Computer Engineering and Applications, 2020, 56(3): 42-48.
[10]	DAI Yaonan, CHEN Xubing. Design and Implementation of Moxibustion Robot with Constant Temperature on Human Back Spine [J]. Computer Engineering and Applications, 2019, 55(9): 216-222.
[11]	GONG Xinjie, LI Deshi. Communication Network Performance Simulation and Analysis of Wide Area Stability Control System [J]. Computer Engineering and Applications, 2019, 55(8): 66-73.
[12]	WEI Fengtao, LU Fengyi. Application of Hybrid Kernel Function in Improved Radial Basis Function Metamodel [J]. Computer Engineering and Applications, 2019, 55(7): 58-65.
[13]	WU Qifan1, ZHANG Jing1, LIU Kai1, TANG Wei2, TIAN Weidong2. Studies of Mandible Joint and Guide Plate Design in Haptic Feedback Virtual Surgery [J]. Computer Engineering and Applications, 2019, 55(5): 226-231.
[14]	CHEN Kejia, CHEN Linlin, CHEN Peng. Project Portfolio Management Capability Influence of OPM3 Elements Based on System Dynamics Modeling and Simulation [J]. Computer Engineering and Applications, 2019, 55(3): 258-265.
[15]	LIU Fuchun, HE Yun, CHEN Yifeng. Autonomous Vehicle Cooperative Control Algorithm and Simulation Research Based on MPC with Time-Delay [J]. Computer Engineering and Applications, 2019, 55(23): 222-227.

Research of adaptive fuzzy controller based on variable universe of asynchronous motor soft start

异步电机软启动的变论域模糊自适应控制策略

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics