Application of Fuzzy Fractional PD plus I Controllers Tuned by a Genetic Algorithm

被引:0
作者
Jesus, Isabel S. [1 ]
Barbosa, Ramiro S. [1 ]
机构
[1] Polytech Porto ISEP IPP, Inst Engn, GECAD Knowledge Engn & Decis Support Res Ctr, Oporto, Portugal
来源
39TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2013) | 2013年
关键词
PID CONTROLLER; DESIGN;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The fractional order concepts are a useful tool to describe several physical phenomena, and nowadays widely used in the field of automatic control. In this paper we consider the development of an optimal fuzzy fractional PD+I controller in which the parameters are tuned by a Genetic Algorithm (GA). The performance of the proposed fuzzy fractional control is illustrated through two application examples.
引用
收藏
页码:3335 / 3340
页数:6
相关论文
共 35 条
[21]   Fractional order controllers tuning strategy for permanent magnet synchronous motor servo drive system based on genetic algorithm-wavelet neural network hybrid method [J].
Zheng, Shiqi ;
Tang, Xiaoqi ;
Song, Bao .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2014, 228 (17) :3218-3239
[22]   Genetic algorithm and particle swarm optimization tuned fuzzy PID controller on direct torque control of dual star induction motor [J].
Boukhalfa, Ghoulemallah ;
Belkacem, Sebti ;
Chikhi, Abdesselem ;
Benaggoune, Said .
JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2019, 26 (07) :1886-1896
[23]   Application of Fractional-Order PI Controllers and Neuro-Fuzzy PWM Technique to Multi-Rotor Wind Turbine Systems [J].
Benbouhenni, Habib ;
Bizon, Nicu ;
Colak, Ilhami ;
Thounthong, Phatiphat ;
Takorabet, Noureddine .
ELECTRONICS, 2022, 11 (09)
[24]   Application of genetic algorithm-based intuitionistic fuzzy weighted c-ordered-means algorithm to cluster analysis [J].
Kuo, R. J. ;
Chang, C. K. ;
Nguyen, Thi Phuong Quyen ;
Liao, T. W. .
KNOWLEDGE AND INFORMATION SYSTEMS, 2021, 63 (07) :1935-1959
[25]   Fuzzy PD Plus I Control-based Adaptive Cruise Control System in Simulation and Real-time Environment [J].
Prabhakar, G. ;
Selvaperumal, S. ;
Pugazhenthi, P. Nedumal .
IETE JOURNAL OF RESEARCH, 2019, 65 (01) :69-79
[26]   Experimental enhancement of fuzzy fractional order PI plus I controller of grid connected variable speed wind energy conversion system [J].
Beddar, Antar ;
Bouzekri, Hacene ;
Babes, Badreddine ;
Afghoul, Hamza .
ENERGY CONVERSION AND MANAGEMENT, 2016, 123 :569-580
[27]   Damping of low-inertia machine oscillations using Takagi-Sugeno fuzzy stabiliser tuned by genetic algorithm optimisation to improve system stability [J].
Cloughley, Martin ;
Muttaqi, Kashem M. ;
Du, Haiping .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2014, 8 (02) :339-352
[28]   Application of adaptive neuro fuzzy inference system and genetic algorithm for pressure path optimization in sheet hydroforming process [J].
Yaghoobi, A. ;
Bakhshi-Jooybari, M. ;
Gorji, A. ;
Baseri, H. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 86 (9-12) :2667-2677
[29]   Genetic Algorithm and Particle Swarm Optimization Based Cascade Interval Type 2 Fuzzy PD Controller for Rotary Inverted Pendulum System [J].
Hamza, Mukhtar Fatihu ;
Yap, Hwa Jen ;
Choudhury, Imtiaz Ahmed .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
[30]   Application of a Genetic Algorithm With a Fuzzy Objective Function for Optimized Siting of Electric Vehicle Charging Devices in Urban Road Networks [J].
Krol, Aleksander ;
Sierpinski, Grzegorz .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (07) :8680-8691