Implementation of Remote Self-Tuning Fuzzy PID Controller for Induction Motor Through Ethernet

被引:1
|
作者
Al-Manfi, Abdullah A. [1 ]
机构
[1] Al Manfi Coll Elect & Elect Technol Benghazi, Benghazi, Libya
关键词
COA method; Ethernet; Fuzzy logic control; OPC server; PID;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Due to the non-linearity, complexity and time-varying dynamics of the Induction motor, therefore conventional controllers such as proportional-integral-derivative (PID) controller cannot ensure speed step response specifications in all speed range. This paper presents self tuning fuzzy PID (STFPID) controller to improve speed control of high speed three phase induction motor. the Mamdani Method fuzzy logic controller (FLC) tunes only the PID gains separately and the structure of the PID is not altered. In this paper, a two inputs and three outputs self adapting fuzzy PID controller was designed to control the speed of induction motor drive. The programmable logic controller (PLC) type Siemens Simatic 57-300 dominates the control system and the real time data communication between the PLC and personal computer (PC) using third party software like Lab VIEW is realized using OLE for Process Control (OPC) server. Fuzzy logic is developed using fuzzy toolbox available in Lab VIEW and OPC server fetch data from the OPC server. The proposed method can be used to realize data process and advanced control to improve the quality of the whole control system. The experimental results demonstrate that the remote STFPID controller (FLC is PC based and PID PLC based) has better performance in both transient and steady state response when compared with conventional PID controller in both PLC and PC modes.
引用
收藏
页码:17 / 29
页数:13
相关论文
共 50 条
  • [41] DC motor speed control by self-tuning fuzzy PID algorithm
    Akbari-Hasanjani, Reza
    Javadi, Shahram
    Sabbaghi-Nadooshan, Reza
    [J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2015, 37 (02) : 164 - 176
  • [42] A Novel Self - Tuning Fuzzy Based PID Controller for Speed Control of Induction Motor Drive
    Kumar, Arun R.
    Daya, Febin J. L.
    [J]. 2013 INTERNATIONAL CONFERENCE ON CONTROL COMMUNICATION AND COMPUTING (ICCC), 2013, : 62 - 67
  • [43] Design of a Multivariable Self-tuning PID Controller
    Ashida, Yoichiro
    Wakitani, Shin
    Yamamoto, Toru
    [J]. 2017 56TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE), 2017, : 512 - 515
  • [44] A NEW CONSTRAINED SELF-TUNING PID CONTROLLER
    KATENDE, E
    JUTAN, A
    [J]. CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 1993, 71 (04): : 625 - 633
  • [45] A self-tuning fuzzy PD controller
    Mudi, RK
    Pal, NR
    [J]. IETE JOURNAL OF RESEARCH, 1998, 44 (4-5) : 177 - 189
  • [46] A SELF-TUNING ROBUST FUZZY CONTROLLER
    NOWE, A
    [J]. MICROPROCESSING AND MICROPROGRAMMING, 1992, 35 (1-5): : 719 - 726
  • [47] A self-tuning fuzzy PI controller
    Mudi, RK
    Pal, NR
    [J]. FUZZY SETS AND SYSTEMS, 2000, 115 (02) : 327 - 338
  • [48] A fuzzy self-tuning controller design
    Yu, WS
    Chiang, JW
    [J]. SOFT COMPUTING IN INTELLIGENT SYSTEMS AND INFORMATION PROCESSING, 1996, : 200 - 205
  • [49] A HEURISTIC SELF-TUNING FUZZY CONTROLLER
    CHOU, CH
    LU, HC
    [J]. FUZZY SETS AND SYSTEMS, 1994, 61 (03) : 249 - 264
  • [50] Design of Self-tuning PID Controller with Fuzzy Variable Parameters Based on LabView
    Yu Jian
    Liu Changliang
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, : 2586 - 2591