Automatic Voltage Regulator (AVR) Design with Chaotic Particle Swarm Optimization

Gozde H., TAPLAMACIOĞLU M. C., ARI M.

6th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Pitesti, Romanya, 23 - 25 Ekim 2014 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Basıldığı Şehir: Pitesti
  • Basıldığı Ülke: Romanya
  • Gazi Üniversitesi Adresli: Evet

Özet

In this study, an artificial intelligence based optimization method is applied to optimize the gains of PID controller for Automatic Voltage Regulator (AVR) system. A dynamic performance of the controller which is optimized with Chaotic Particle Swarm Optimization (CPSO) algorithm is compared with the results which are obtained with standard Particle Swarm Optimization (PSO). The transient response analysis is used in order to determine the performances of the methods.