首页    期刊浏览 2025年09月20日 星期六
登录注册

文章基本信息

  • 标题:ANFIS based UPFC supplementary controller for damping low frequency oscillations in power systems
  • 本地全文:下载
  • 作者:M. Sobha ; R. Sreerama kumar ; Saly George
  • 期刊名称:Journal of Electrical Systems
  • 印刷版ISSN:1112-5209
  • 出版年度:2007
  • 卷号:3
  • 期号:4
  • 页码:227-244
  • 出版社:ESRGroups
  • 摘要:An adaptive neuro- fuzzy inference system (ANFIS) based supplementary Unified Power Flow Controller (UPFC) to superimpose the damping function on the control signal of UPFC is proposed. By using a hybrid learning procedure, the proposed ANFIS construct an input –output mapping based on stipulated input-output data pairs. The linguistic rules, considering the dependence of the plant output on the controlling signal are used to build the initial fuzzy inference structure. On the basis of linearized Philips-Hefron model of power system installed with UPFC, the damping function of the UPFC with various alternative UPFC control signals are investigated. In the simulations under widely varying operating conditions and system parameters, ANFIS based controller yields improved performance when compared with constant gain controller, based on phase compensation technique. To validate the robustness of the proposed technique, the approach is integrated to a multi-machine power system and the nonlinear simulation results are presented
  • 关键词:ANFIS ; UPFC ; Fuzzy logic ; low frequency oscillations ; Power system stability.
国家哲学社会科学文献中心版权所有