Intelligent systems for power system dynamic security assessment: Review and classification

Rui Zhang; Yan Xu; Zhao Yang Dong; Ke Meng; Zhao Xu

doi:10.1109/DRPT.2011.5993876

Intelligent systems for power system dynamic security assessment: Review and classification

Rui Zhang, Yan Xu, Zhao Yang Dong, Ke Meng, Zhao Xu

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

20 Citations (Scopus)

Abstract

Intelligent System (IS) technologies have shown encouraging potential in facilitating very fast power system dynamic security assessment (DSA) in recent years. In general, the development of the IS consists of four stages. This paper conducts a comprehensive and detailed review on each stage and classifies the methods involved in the stages. The classification highlights the differences between the methods and show their advantages and deficiencies. The value of this paper is that it can serve as a useful and practical guideline to assist in developing ISs for very fast DSA. Moreover, the proposed classifications can provide deep insight into the enhancement of the IS towards improved DSA performance.

Original language	English
Title of host publication	DRPT 2011 - 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies
Pages	134-139
Number of pages	6
DOIs	https://doi.org/10.1109/DRPT.2011.5993876
Publication status	Published - 26 Sept 2011
Event	2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, DRPT 2011 - Weihai, Shandong, China Duration: 6 Jul 2011 → 9 Jul 2011

Conference

Conference	2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, DRPT 2011
Country/Territory	China
City	Weihai, Shandong
Period	6/07/11 → 9/07/11

Keywords

dynamic security assessment (DSA)
guideline
intelligent system (IS)
power system
review

ASJC Scopus subject areas

Energy Engineering and Power Technology
Fuel Technology

More information

10.1109/DRPT.2011.5993876

Cite this

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title = "Intelligent systems for power system dynamic security assessment: Review and classification",

abstract = "Intelligent System (IS) technologies have shown encouraging potential in facilitating very fast power system dynamic security assessment (DSA) in recent years. In general, the development of the IS consists of four stages. This paper conducts a comprehensive and detailed review on each stage and classifies the methods involved in the stages. The classification highlights the differences between the methods and show their advantages and deficiencies. The value of this paper is that it can serve as a useful and practical guideline to assist in developing ISs for very fast DSA. Moreover, the proposed classifications can provide deep insight into the enhancement of the IS towards improved DSA performance.",

keywords = "dynamic security assessment (DSA), guideline, intelligent system (IS), power system, review",

author = "Rui Zhang and Yan Xu and Dong, {Zhao Yang} and Ke Meng and Zhao Xu",

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doi = "10.1109/DRPT.2011.5993876",

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booktitle = "DRPT 2011 - 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies",

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Zhang, R, Xu, Y, Dong, ZY, Meng, K & Xu, Z 2011, Intelligent systems for power system dynamic security assessment: Review and classification. in DRPT 2011 - 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies., 5993876, pp. 134-139, 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies, DRPT 2011, Weihai, Shandong, China, 6/07/11. https://doi.org/10.1109/DRPT.2011.5993876

Intelligent systems for power system dynamic security assessment: Review and classification. / Zhang, Rui; Xu, Yan; Dong, Zhao Yang et al.
DRPT 2011 - 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies. 2011. p. 134-139 5993876.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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AU - Zhang, Rui

AU - Xu, Yan

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PY - 2011/9/26

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N2 - Intelligent System (IS) technologies have shown encouraging potential in facilitating very fast power system dynamic security assessment (DSA) in recent years. In general, the development of the IS consists of four stages. This paper conducts a comprehensive and detailed review on each stage and classifies the methods involved in the stages. The classification highlights the differences between the methods and show their advantages and deficiencies. The value of this paper is that it can serve as a useful and practical guideline to assist in developing ISs for very fast DSA. Moreover, the proposed classifications can provide deep insight into the enhancement of the IS towards improved DSA performance.

AB - Intelligent System (IS) technologies have shown encouraging potential in facilitating very fast power system dynamic security assessment (DSA) in recent years. In general, the development of the IS consists of four stages. This paper conducts a comprehensive and detailed review on each stage and classifies the methods involved in the stages. The classification highlights the differences between the methods and show their advantages and deficiencies. The value of this paper is that it can serve as a useful and practical guideline to assist in developing ISs for very fast DSA. Moreover, the proposed classifications can provide deep insight into the enhancement of the IS towards improved DSA performance.

KW - dynamic security assessment (DSA)

KW - guideline

KW - intelligent system (IS)

KW - power system

KW - review

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Intelligent systems for power system dynamic security assessment: Review and classification

Abstract

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Keywords

ASJC Scopus subject areas

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