Fractional Order System Identification and Controller Design Using PSO

被引：0
|
作者：
Gupta, Rohit [1 ]
Gairola, Sanjay [1 ]
Diwiedi, Sanjeet [2 ]
机构：
[1] NIET, Dept Elect & Elect Engn, Greater Noida, Uttar Pradesh, India
[2] DANFOSS Drives AS, Global R&D, DK-6300 Hasselager, Denmark
来源：
2014 INNOVATIVE APPLICATIONS OF COMPUTATIONAL INTELLIGENCE ON POWER, ENERGY AND CONTROLS WITH THEIR IMPACT ON HUMANITY (CIPECH) | 2014年
关键词：
Fractional order plant; Fitness Function; Heating Furnace; Particle Swarm Optimization; PID CONTROLLERS;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a Particle Swarm Optimization (PSO) based method to identify the fractional order transfer function of an industrial heating furnace system using its experimental data. Also the PSO technique for design of PID controller is proposed for the same system with its frequency and time domain analysis. For tuning of the PID controller in this system, PSO technique has been investigated and the performance is analyzed using MATLAB. A fitness function is proposed which provides the most suitable controller design.
引用
收藏
页码：149 / 153
页数：5
相关论文
共 50 条
  • [41] Fractional Order PID Controller Design for Multivariable Systems using TLBO
    Bhookya, Jailsingh
    Jatoth, Ravi Kumar
    CHEMICAL PRODUCT AND PROCESS MODELING, 2020, 15 (02):
  • [42] Fractional order controller design for SEPIC converter using metaheuristic algorithm
    Senthilkumar, R.
    Dhas, G. Justin Sunil
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (06) : 6269 - 6276
  • [43] Identification and Optimal Fractional-Order PID Controller for a Position Servo System
    Mohamed, Omar A.
    Okasha, Abdelrady
    Abdrabbo, Saber
    2017 NINETEENTH INTERNATIONAL MIDDLE-EAST POWER SYSTEMS CONFERENCE (MEPCON), 2017, : 543 - 552
  • [44] PSO Based Fractional Order PI Controller and ANFIS Algorithm for Wind Turbine System Control and Diagnosis
    Nasreddine Labed
    Issam Attoui
    Salim Makhloufi
    Ahmed Bouraiou
    Mohammed Salah Bouakkaz
    Journal of Electrical Engineering & Technology, 2023, 18 : 2457 - 2468
  • [45] PSO Based Fractional Order PI Controller and ANFIS Algorithm for Wind Turbine System Control and Diagnosis
    Labed, Nasreddine
    Attoui, Issam
    Makhloufi, Salim
    Bouraiou, Ahmed
    Bouakkaz, Mohammed Salah
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2023, 18 (03) : 2457 - 2468
  • [46] Design of fractional order PIλ controller for fractional order systems with uncertain parameters
    Liang, Tao-Nian
    Chen, Jian-Jun
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2011, 28 (03): : 400 - 406
  • [47] Fractional Order Sliding Mode Controller Design for Fractional Order Dynamic Systems
    Efe, Mehmet Onder
    NEW TRENDS IN NANOTECHNOLOGY AND FRACTIONAL CALCULUS APPLICATIONS, 2010, : 463 - 470
  • [48] Fractional Order Controller Design for Wind Turbines
    Paducel, Ioana
    Safirescu, Calin Ovidiu
    Dulf, Eva-H
    APPLIED SCIENCES-BASEL, 2022, 12 (17):
  • [49] Fractional order controller design for desired response
    Boudjehem, Badreddine
    Boudjehem, Djalil
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2013, 227 (I2) : 243 - 251
  • [50] Simplified Fractional Order Controller Design Algorithm
    Dulf, Eva-Henrietta
    MATHEMATICS, 2019, 7 (12)
12345