A learning scheme against voltage instability

H. Ma; Ka Wing Chan; W. Ren; J. Yang; D. Fang

doi:10.1049/cp.2009.1800

A learning scheme against voltage instability

H. Ma, Ka Wing Chan, W. Ren, J. Yang, D. Fang

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

Abstract

A genetic learning scheme is proposed for coordinated voltage control (CVC). This leaning control combines GA with a long term memory. The optimal search of GA can refine the knowledge in memory. At the same time, stored knowledge can be exploited to improve the search of GA. This learning strategy provides a fast voltage control and the control performance can be improved gradually.

Original language	English
Title of host publication	8th International Conference on Advances in Power System Control, Operation and Management (APSCOM 2009)
Publisher	Institution of Engineering and Technology
Pages	1-6
Number of pages	6
ISBN (Electronic)	9781849192149
DOIs	https://doi.org/10.1049/cp.2009.1800
Publication status	Published - 2009
Event	International Conference on Advances in Power System Control, Operation and Management [APSCOM] - , Hong Kong Duration: 8 Nov 2009 → 11 Nov 2009

Conference

Conference	International Conference on Advances in Power System Control, Operation and Management [APSCOM]
Country/Territory	Hong Kong
Period	8/11/09 → 11/11/09

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10.1049/cp.2009.1800

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title = "A learning scheme against voltage instability",

abstract = "A genetic learning scheme is proposed for coordinated voltage control (CVC). This leaning control combines GA with a long term memory. The optimal search of GA can refine the knowledge in memory. At the same time, stored knowledge can be exploited to improve the search of GA. This learning strategy provides a fast voltage control and the control performance can be improved gradually.",

author = "H. Ma and Chan, {Ka Wing} and W. Ren and J. Yang and D. Fang",

year = "2009",

doi = "10.1049/cp.2009.1800",

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booktitle = "8th International Conference on Advances in Power System Control, Operation and Management (APSCOM 2009)",

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Ma, H, Chan, KW, Ren, W, Yang, J & Fang, D 2009, A learning scheme against voltage instability. in 8th International Conference on Advances in Power System Control, Operation and Management (APSCOM 2009). Institution of Engineering and Technology, pp. 1-6, International Conference on Advances in Power System Control, Operation and Management [APSCOM], Hong Kong, 8/11/09. https://doi.org/10.1049/cp.2009.1800

A learning scheme against voltage instability. / Ma, H.; Chan, Ka Wing; Ren, W. et al.

8th International Conference on Advances in Power System Control, Operation and Management (APSCOM 2009). Institution of Engineering and Technology, 2009. p. 1-6.

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

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AU - Ma, H.

AU - Chan, Ka Wing

AU - Ren, W.

AU - Yang, J.

AU - Fang, D.

PY - 2009

Y1 - 2009

N2 - A genetic learning scheme is proposed for coordinated voltage control (CVC). This leaning control combines GA with a long term memory. The optimal search of GA can refine the knowledge in memory. At the same time, stored knowledge can be exploited to improve the search of GA. This learning strategy provides a fast voltage control and the control performance can be improved gradually.

AB - A genetic learning scheme is proposed for coordinated voltage control (CVC). This leaning control combines GA with a long term memory. The optimal search of GA can refine the knowledge in memory. At the same time, stored knowledge can be exploited to improve the search of GA. This learning strategy provides a fast voltage control and the control performance can be improved gradually.

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DO - 10.1049/cp.2009.1800

M3 - Conference article published in proceeding or book

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BT - 8th International Conference on Advances in Power System Control, Operation and Management (APSCOM 2009)

PB - Institution of Engineering and Technology

T2 - International Conference on Advances in Power System Control, Operation and Management [APSCOM]

Y2 - 8 November 2009 through 11 November 2009

ER -

A learning scheme against voltage instability

Abstract

Conference

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