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

页码：149 / 153

页数：5

共 50 条

[1] Analytical Design Method for Fractional Order Controller Using Fractional Reference Model
Boudjehem, Badreddine
Boudjehem, Djalil
Tebbikh, Hicham
NEW TRENDS IN NANOTECHNOLOGY AND FRACTIONAL CALCULUS APPLICATIONS, 2010, : 295 - +
[2] Fractional Order Controller Design Using the Direct Synthesis Method
Ahmed, Salim
2022 IEEE INTERNATIONAL SYMPOSIUM ON ADVANCED CONTROL OF INDUSTRIAL PROCESSES (ADCONIP 2022), 2022, : 337 - 342
[3] Design of Fractional Order PID Controller Using Genetic Algorithm Optimization Technique for Nonlinear System
Jaiswal, Shivanky
Chiluka, Suresh Kumar
Seepana, Murali Mohan
Babu, G. Uday Bhaskar
CHEMICAL PRODUCT AND PROCESS MODELING, 2020, 15 (02):
[4] DESIGN AND IMPLEMENTATION OF FRACTIONAL ORDER PID CONTROLLER FOR AEROFIN CONTROL SYSTEM
Kadiyala, Venu Kishore
Jatoth, Ravi Kumar
Pothalaiah, Sake
2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009), 2009, : 695 - +
[5] 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
[6] 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
[7] Fractional Order Controller Design for Wind Turbines
Paducel, Ioana
Safirescu, Calin Ovidiu
Dulf, Eva-H
APPLIED SCIENCES-BASEL, 2022, 12 (17):
[8] 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
[9] Design of Operational Amplifier Based Fractional-Order Controller for a MAGLEV System
Bertsias, Panagiotis
Kamilaris, Themis
Psychalinos, Costas
Baranowski, Jerzy
Bauer, Waldemar
Piatek, Pawel
Tutaj, Andrzej
2020 43RD INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2020, : 221 - 224
[10] PID Controller Tuning for Capsubot with Standard and Fractional-Order PSO Algorithm
Babiarz, Artur
2023 27TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS, MMAR, 2023, : 297 - 302

← 1 2 3 4 5 →