Multi-Objective Transmission Network Planning with Consideration of Power Grid Vulnerability and Wind Power Accommodation
This paper proposes an efficient approach for transmission network expansion planning. Three indicators are proposed to evaluate the planning, which is the power grid vulnerability, wind power accommodation and operation cost. Vulnerability is evaluated based on the complex network theory, and win...
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Eastern Macedonia and Thrace Institute of Technology
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Online Access: | http://www.jestr.org/downloads/Volume6Issue3/fulltext6632013.pdf |
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doaj-b894bf24dace4e089b1815e06e6091d82020-11-24T21:29:43ZengEastern Macedonia and Thrace Institute of TechnologyJournal of Engineering Science and Technology Review1791-23771791-23772013-12-01633034Multi-Objective Transmission Network Planning with Consideration of Power Grid Vulnerability and Wind Power AccommodationChun-guang Tian0Xiang-yu Lu1Li-sen Chu2Tian Dong3De-xin Li4State Grid Jilin Electric Power Company Limited Electric Power Research Institute, Jilin Changchun, 130021, China.State Grid Jilin Electric Power Company Limited Electric Power Research Institute, Jilin Changchun, 130021, China.State Grid Jilin Electric Power Company Limited Electric Power Research Institute, Jilin Changchun, 130021, China.State Grid Jilin Electric Power Company Limited Electric Power Research Institute, Jilin Changchun, 130021, China.State Grid Jilin Electric Power Company Limited Electric Power Research Institute, Jilin Changchun, 130021, China.This paper proposes an efficient approach for transmission network expansion planning. Three indicators are proposed to evaluate the planning, which is the power grid vulnerability, wind power accommodation and operation cost. Vulnerability is evaluated based on the complex network theory, and wind power accommodation analysis is performed by the rate of abandoned wind power. The optimization of transmission network expansion planning is translated into constraints multi-objective optimization problem. A novel QS-MOWE algorithm based on the improvement quick sort and NSGA-II algorithm has been proposed. The method can be used effectively to study the effect of increasing wind power integration and vulnerability with high wind generation uncertainties. The model and algorithms are applied to calculate a case of 6 units. The results show that the proposed modeling method can provide a useful guidance for planning problems. http://www.jestr.org/downloads/Volume6Issue3/fulltext6632013.pdfTransmission network planningWind power accommodationVulnerabilityQS-MOWEMulti-objective optimization. |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Chun-guang Tian Xiang-yu Lu Li-sen Chu Tian Dong De-xin Li |
spellingShingle |
Chun-guang Tian Xiang-yu Lu Li-sen Chu Tian Dong De-xin Li Multi-Objective Transmission Network Planning with Consideration of Power Grid Vulnerability and Wind Power Accommodation Journal of Engineering Science and Technology Review Transmission network planning Wind power accommodation Vulnerability QS-MOWE Multi-objective optimization. |
author_facet |
Chun-guang Tian Xiang-yu Lu Li-sen Chu Tian Dong De-xin Li |
author_sort |
Chun-guang Tian |
title |
Multi-Objective Transmission Network Planning with Consideration of Power Grid Vulnerability and Wind Power Accommodation |
title_short |
Multi-Objective Transmission Network Planning with Consideration of Power Grid Vulnerability and Wind Power Accommodation |
title_full |
Multi-Objective Transmission Network Planning with Consideration of Power Grid Vulnerability and Wind Power Accommodation |
title_fullStr |
Multi-Objective Transmission Network Planning with Consideration of Power Grid Vulnerability and Wind Power Accommodation |
title_full_unstemmed |
Multi-Objective Transmission Network Planning with Consideration of Power Grid Vulnerability and Wind Power Accommodation |
title_sort |
multi-objective transmission network planning with consideration of power grid vulnerability and wind power accommodation |
publisher |
Eastern Macedonia and Thrace Institute of Technology |
series |
Journal of Engineering Science and Technology Review |
issn |
1791-2377 1791-2377 |
publishDate |
2013-12-01 |
description |
This paper proposes an efficient approach for transmission network expansion planning. Three indicators are proposed to
evaluate the planning, which is the power grid vulnerability, wind power accommodation and operation cost.
Vulnerability is evaluated based on the complex network theory, and wind power accommodation analysis is performed
by the rate of abandoned wind power. The optimization of transmission network expansion planning is translated into
constraints multi-objective optimization problem. A novel QS-MOWE algorithm based on the improvement quick sort
and NSGA-II algorithm has been proposed. The method can be used effectively to study the effect of increasing wind
power integration and vulnerability with high wind generation uncertainties. The model and algorithms are applied to
calculate a case of 6 units. The results show that the proposed modeling method can provide a useful guidance for
planning problems. |
topic |
Transmission network planning Wind power accommodation Vulnerability QS-MOWE Multi-objective optimization. |
url |
http://www.jestr.org/downloads/Volume6Issue3/fulltext6632013.pdf |
work_keys_str_mv |
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