Automatic generation control using ANN technique for multi-area power system with SMES units

Demiroren A., Zeynelgil H., Şengör N. S.

ELECTRIC POWER COMPONENTS AND SYSTEMS, cilt.32, sa.2, ss.193-213, 2004 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 32 Sayı: 2
  • Basım Tarihi: 2004
  • Doi Numarası: 10.1080/15325000490195989
  • Dergi Adı: ELECTRIC POWER COMPONENTS AND SYSTEMS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.193-213
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

This paper presents an application of layered artificial neural network (ANN) controller to study automatic generation control (A GC) problem of a four-area interconnected power system in which three areas include steam turbines and the other area includes a hydro turbine, and all of the areas include superconducting magnetic energy storage(SMES) units. In the study, back propagation-through-time algorithm is used to cope with the non-linear dynamics. As the system equations are satisfactory, no ANN emulator is used. The performance of the power system is simulated by using conventional integral controllers and ANN controller. By comparing the results of simulations, the performance of the ANN controller is better than conventional controllers.