CHAOTIC OSCILLATIONOFA THREE-BUS POWER SYSTEM MODEL USING ELMANNEURAL NETWORK

  • I Made Ginarsa Dept. of Electrical Engineering, Mataram University, Mataram
  • Adi Soeprijanto Dept. of Electrical Engineering, Sepuluh Nopember Institute of Technology, Surabaya
  • Mauridhi Hery Purnomo Dept. of Electrical Engineering, Sepuluh Nopember Institute of Technology, Surabaya

Abstract

Paper ini meneliti dan membahas secara mendalam mengenai osilasi chaotic pada sistem tenaga listrik.Dengan menggunakan sebuah three-bus pada sistem tenaga listrik, rute mungkin menyebabkan unjuk kerja chaotic sehingga dievaluasi, digambarkan serta dibahas dalam penelitian ini. Osilasi chaotic ini dimodelkan menggunakan Elmanneural network karena bentuknya yang sederhana dan juga melibatkan algoritmabackpropagation dengan adaptive learning rate dan momentumnya.Unjuk kerja learning rate dan momentumnya lebih baik dibandingkan jika tanpa momentumnya. Unjuk kerja chaotic dalam sistem tenaga listrik muncul karena sistem ini dioperasikan dalam mode critical. Unjuk kerja chaotic ini terdeteksi dengan munculnya sebuahchaotic attractordalam phase-plane trajectory.

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Published
2015-11-27
How to Cite
GINARSA, I Made; SOEPRIJANTO, Adi; PURNOMO, Mauridhi Hery. CHAOTIC OSCILLATIONOFA THREE-BUS POWER SYSTEM MODEL USING ELMANNEURAL NETWORK. Lontar Komputer : Jurnal Ilmiah Teknologi Informasi, [S.l.], nov. 2015. ISSN 2541-5832. Available at: <https://ojs.unud.ac.id/index.php/lontar/article/view/16721>. Date accessed: 24 nov. 2024.
Citation Formats
Issue
Vol. 4, No. 2 Agustus 2013
Section
Articles

Keywords

sistem tenaga listrik, Elman neural network, chaotic attractor, phase-plane trajectory

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