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Fractional Order PID Controller Design for DC Motor Speed Control System via Flower Pollination Algorithm
- Source :
- ECTI Transactions on Electrical Engineering, Electronics, and Communications. 17:14-23
- Publication Year :
- 2019
- Publisher :
- ECTI, 2019.
-
Abstract
- Over two decades, the fractional (non-integer) order PID (FOPID or PIλDµ ) controller was introduced and demonstrated to perform the better responses in comparison with the conventional integer order PID (IOPID). In this paper, the design of an optimal FOPID controller for a DC motor speed control system by the flower pollination algorithm (FPA), oneof the most efficient population-based metaheuristic optimization searching techniques, is proposed. Based on the modern optimization framework, five parameters of the FOPID controller are optimized by the FPA to meet the response specifications of the DC motor speed control system and defined as constraint functions. Results obtained by the FOPID controller are compared with those obtained by the IOPID designed by the FPA. As the simulation results show, the FOPID can provide significantly superior speed responses to the IOPID.
- Subjects :
- education.field_of_study
Dc motor speed control
Computer Networks and Communications
Computer science
Metaheuristic optimization
010102 general mathematics
Population
PID controller
02 engineering and technology
01 natural sciences
Control theory
Constraint functions
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
0101 mathematics
Electrical and Electronic Engineering
education
Algorithm
Integer (computer science)
Subjects
Details
- ISSN :
- 16859545
- Volume :
- 17
- Database :
- OpenAIRE
- Journal :
- ECTI Transactions on Electrical Engineering, Electronics, and Communications
- Accession number :
- edsair.doi...........05334cce1c33abb87e30d1e20265cea8
- Full Text :
- https://doi.org/10.37936/ecti-eec.2019171.215368