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Self-adaptive fuzzy-PID controller for AGC study in deregulated Power System

Indonesian Journal of Electical Engineering and Informatics (IJEEI) · Vol. 7 No. 4 (2019) · hlm. 650–663

DOI
10.52549/ijeei.v7i4.1418
ISSN
2089-3272, 2089-3272
Terbit
2019-12-29
Penerbit
IAES Indonesian Section
Bahasa
en

Abstrak

The aim of this paper elucidates the AGC issues in a large scale interconnected power system incorporating HVDC link under the deregulated environment. The performance of the system is degraded under the influence of abrupt load change, and parameter variation. To perceive a reliable and quality power supply, secondary robust controllers are essential. A novel self-adaptive Fuzzy-PID controller is proposed to ameliorate the dynamic performance of both the conventional PID and Fuzzy-PID controller, employed in the restructured power system. In self-adaptive Fuzzy-PID controller unlike the Fuzzy-PID controller, the output scaling factors are tuned dynamically while the controller is functioning. These three controllers are designed by enumerating different gains and scaling factors, applying a budding nature-inspired algorithm known as Wild Goat Algorithm (WGA). The superior dynamic performance of frequency and tie-line power deviation under self-adaptive Fuzzy-PID controller in comparison to its' counterparts is investigated by dispatching the scheduled and unscheduled power under different contracts such as poolco based transaction, bilateral transaction and contract violation based transaction through different tie-lines. The dynamic response under parameter variation and random load perturbation confers the robustness of the proposed controller.

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  • Siksha O Anusandhan University
  • KIIT University
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Prakash Kumar RaySiksha O Anusandhan University3

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Sumber metadata: OAI-PMH (metadata jurnal) http://section.iaesonline.com/index.php/IJEEI/oai, pertama di-harvest 8 Nov 2026, terakhir terlihat 8 Nov 2026.
Metadata asli (oai_dc) 
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	<dc:title xml:lang="en">Self-adaptive fuzzy-PID controller for AGC study in deregulated Power System</dc:title>
	<dc:creator xml:lang="en">Sahoo, Subhadra</dc:creator>
	<dc:creator xml:lang="en">Jena, Narendra Kumar</dc:creator>
	<dc:creator xml:lang="en">Dei, Geetanjali</dc:creator>
	<dc:creator xml:lang="en">Sahu, Binod Kumar</dc:creator>
	<dc:subject xml:lang="en">Automatic Generation control</dc:subject>
	<dc:subject xml:lang="en">Fuzzy Logic Control</dc:subject>
	<dc:subject xml:lang="en">Power System Stability</dc:subject>
	<dc:subject xml:lang="en">Deregulated Power System.</dc:subject>
	<dc:description xml:lang="en">The aim of this paper elucidates the AGC issues in a large scale interconnected power system incorporating HVDC link under the deregulated environment. The performance of the system is degraded under the influence of abrupt load change, and parameter variation. To perceive a reliable and quality power supply, secondary robust controllers are essential. A novel self-adaptive Fuzzy-PID controller is proposed to ameliorate the dynamic performance of both the conventional PID and Fuzzy-PID controller, employed in the restructured power system. In self-adaptive Fuzzy-PID controller unlike the Fuzzy-PID controller, the output scaling factors are tuned dynamically while the controller is functioning. These three controllers are designed by enumerating different gains and scaling factors, applying a budding nature-inspired algorithm known as Wild Goat Algorithm (WGA). The superior dynamic performance of frequency and tie-line power deviation under self-adaptive Fuzzy-PID controller in comparison to its' counterparts is investigated by dispatching the scheduled and unscheduled power under different contracts such as poolco based transaction, bilateral transaction and contract violation based transaction through different tie-lines. The dynamic response under parameter variation and random load perturbation confers the robustness of the proposed controller.</dc:description>
	<dc:publisher xml:lang="en">IAES Indonesian Section</dc:publisher>
	<dc:date>2019-12-29</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://section.iaesonline.com/index.php/IJEEI/article/view/1418</dc:identifier>
	<dc:identifier>10.52549/ijeei.v7i4.1418</dc:identifier>
	<dc:source xml:lang="en">Indonesian Journal of Electrical Engineering and Informatics (IJEEI); Vol. 7 No. 4: December 2019; 650-663</dc:source>
	<dc:source>2089-3272</dc:source>
	<dc:source>2089-3272</dc:source>
	<dc:language>en</dc:language>
	<dc:relation>https://section.iaesonline.com/index.php/IJEEI/article/view/1418/463</dc:relation>
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