Controlling Chaos and Voltage Collapse using Layered Recurrent Network-based PID-SVC in Power Systems

Ginarsa, I Made and Muljono, Agung Budi and Nrartha, I Made Ari (2013) Controlling Chaos and Voltage Collapse using Layered Recurrent Network-based PID-SVC in Power Systems. TELKOMNIKA (Telecommunication, Computing, Electronics and Control), 11 (3). pp. 451-462. ISSN Print ISSN: 1693-6930; Online e-ISSN: 2302-9293.

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Abstract

Chaos and voltage collapse occurred in critical power systems due to disturbing of energy. PID-SVC layered reccurrent neural network-based (LRN-based PID-SVC) was proposed to solve these problems. The PID is used to control chaos and voltage collapse. Meanwhile, an SVC LRN-based is used to maintan the load voltage. By using the proposed controller, chaos and voltage collapse are able to suppress and maintain the load voltage around the setting value. When the maximum load isforced to load bus, the reactive power supplied by SVC, SVC additional voltage and load voltage are at the values of j0.1127, 4.0095´10-3 and 0.980010 pu, respectively. Furthemore, the proposed controller gives better response than PI-SVC controller. mampu mengatur tegangan beban dengan cara mensuplai daya reaktif dari SVC. Respons dari kontroler yang diusulkan juga lebih baik dari PI-SVC.

Item Type: Article
Keywords (Kata Kunci): chaos, voltage collapse, PID-SVC, recurrent network, voltage maintain
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Fakultas Teknik
Depositing User: Mr. Agung Budi Muljono
Date Deposited: 05 May 2023 08:20
Last Modified: 05 May 2023 08:20
URI: http://eprints.unram.ac.id/id/eprint/37372

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