Parameter optimization of PI controller by PSO for optimal controlling of a Buck Converter's output
2017 International Artificial Intelligence and Data Processing Symposium, IDAP 2017, Malatya, Türkiye, 16 - 17 Eylül 2017, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/idap.2017.8090234
- Basıldığı Şehir: Malatya
- Basıldığı Ülke: Türkiye
- Anahtar Kelimeler: Optimization, Recursive, PSO, Cost Function, Discrete Time, PI, Control, Buck Converter
- Kırklareli Üniversitesi Adresli: Evet
Özet
This study focuses on the Buck Converter which is one of the Power Electronic topologies. The output of converter is tried to keep under control. The control is implemented via discrete time PI algorithm. In order to maintain efficiency of control process at high level, the controller parameters of Kp and Ki are optimized with the help of Particle Swarm Optimization (PSO) which is an iterative algorithm. The study is simulated in Matlab-Simulink and the results of control process are discussed.