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  • 标题:An Adaptive Internal Model for Load Frequency Control Using Extreme Learning Machine
  • 本地全文:下载
  • 作者:Adelhard Beni Rehiara ; He Chongkai ; Yutaka Sasaki
  • 期刊名称:TELKOMNIKA (Telecommunication Computing Electronics and Control)
  • 印刷版ISSN:2302-9293
  • 出版年度:2018
  • 卷号:16
  • 期号:6
  • 页码:2879-2887
  • DOI:10.12928/telkomnika.v16i6.11553
  • 语种:English
  • 出版社:Universitas Ahmad Dahlan
  • 其他摘要:As an important part of a power system, a load frequency control has to be prepared with a better controller to ensure internal frequency stability. In this paper, an Internal Model Control (IMC) scheme for a Load Frequency Control (LFC) with an adaptive internal model is proposed. The effectiveness of the IMC control has been tested in a three area power system. Results of the simulation show that the proposed IMC with Extreme Learning Machine (ELM) based adaptive model can accurately cover the power system dynamics. Furthermore, the proposed controller can effectively reduce the frequency and mechanical power deviation under disturbances of the power system.
  • 关键词:ELM;IMC;LFC;MPC;power system
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