Loss-minimized distribution system reconfiguration by using improved multi-agent based particle swarm optimization

Hong-Tzer Yang; Yi Te Tzeng; Men Shen Tsai

doi:10.1109/APPEEC.2010.5448157

Loss-minimized distribution system reconfiguration by using improved multi-agent based particle swarm optimization

Hong-Tzer Yang, Yi Te Tzeng, Men Shen Tsai

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

5 Citations (Scopus)

Abstract

In a distribution system, the system loss caused by line resistance can be minimized by changing its network configuration. For minimizing system loss, reconfiguration of the network is performed by opening or closing switches in the distribution system to achieve different combinations of switching status. A stochastic optimization technique of particle swarm optimization (PSO) based on the multi-agent system (MAS) is introduced and improved in this paper to solve the distribution system reconfiguration problem. To further enhance the efficiency of the algorithm, the hashing scheme is proposed to eliminate the repeated power flow analyses. The proposed method is verified in a 33-bus test system and compared with current heuristic methods to demonstrate its effectiveness.

Original language	English
Title of host publication	2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings
DOIs	https://doi.org/10.1109/APPEEC.2010.5448157
Publication status	Published - 2010 Jun 3
Event	Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Chengdu, China Duration: 2010 Mar 28 → 2010 Mar 31

Publication series

Name	Asia-Pacific Power and Energy Engineering Conference, APPEEC
ISSN (Print)	2157-4839
ISSN (Electronic)	2157-4847

Other

Other	Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010
Country/Territory	China
City	Chengdu
Period	10-03-28 → 10-03-31

All Science Journal Classification (ASJC) codes

Energy Engineering and Power Technology

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10.1109/APPEEC.2010.5448157

Cite this

Yang, H.-T., Tzeng, Y. T., & Tsai, M. S. (2010). Loss-minimized distribution system reconfiguration by using improved multi-agent based particle swarm optimization. In 2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings Article 5448157 (Asia-Pacific Power and Energy Engineering Conference, APPEEC). https://doi.org/10.1109/APPEEC.2010.5448157

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title = "Loss-minimized distribution system reconfiguration by using improved multi-agent based particle swarm optimization",

abstract = "In a distribution system, the system loss caused by line resistance can be minimized by changing its network configuration. For minimizing system loss, reconfiguration of the network is performed by opening or closing switches in the distribution system to achieve different combinations of switching status. A stochastic optimization technique of particle swarm optimization (PSO) based on the multi-agent system (MAS) is introduced and improved in this paper to solve the distribution system reconfiguration problem. To further enhance the efficiency of the algorithm, the hashing scheme is proposed to eliminate the repeated power flow analyses. The proposed method is verified in a 33-bus test system and compared with current heuristic methods to demonstrate its effectiveness.",

author = "Hong-Tzer Yang and Tzeng, {Yi Te} and Tsai, {Men Shen}",

year = "2010",

month = jun,

day = "3",

doi = "10.1109/APPEEC.2010.5448157",

language = "English",

isbn = "9781424448135",

series = "Asia-Pacific Power and Energy Engineering Conference, APPEEC",

booktitle = "2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings",

note = "Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 ; Conference date: 28-03-2010 Through 31-03-2010",

}

Yang, H-T, Tzeng, YT & Tsai, MS 2010, Loss-minimized distribution system reconfiguration by using improved multi-agent based particle swarm optimization. in 2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings., 5448157, Asia-Pacific Power and Energy Engineering Conference, APPEEC, Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010, Chengdu, China, 10-03-28. https://doi.org/10.1109/APPEEC.2010.5448157

Loss-minimized distribution system reconfiguration by using improved multi-agent based particle swarm optimization. / Yang, Hong-Tzer; Tzeng, Yi Te; Tsai, Men Shen.
2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings. 2010. 5448157 (Asia-Pacific Power and Energy Engineering Conference, APPEEC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Loss-minimized distribution system reconfiguration by using improved multi-agent based particle swarm optimization

AU - Yang, Hong-Tzer

AU - Tzeng, Yi Te

AU - Tsai, Men Shen

PY - 2010/6/3

Y1 - 2010/6/3

N2 - In a distribution system, the system loss caused by line resistance can be minimized by changing its network configuration. For minimizing system loss, reconfiguration of the network is performed by opening or closing switches in the distribution system to achieve different combinations of switching status. A stochastic optimization technique of particle swarm optimization (PSO) based on the multi-agent system (MAS) is introduced and improved in this paper to solve the distribution system reconfiguration problem. To further enhance the efficiency of the algorithm, the hashing scheme is proposed to eliminate the repeated power flow analyses. The proposed method is verified in a 33-bus test system and compared with current heuristic methods to demonstrate its effectiveness.

AB - In a distribution system, the system loss caused by line resistance can be minimized by changing its network configuration. For minimizing system loss, reconfiguration of the network is performed by opening or closing switches in the distribution system to achieve different combinations of switching status. A stochastic optimization technique of particle swarm optimization (PSO) based on the multi-agent system (MAS) is introduced and improved in this paper to solve the distribution system reconfiguration problem. To further enhance the efficiency of the algorithm, the hashing scheme is proposed to eliminate the repeated power flow analyses. The proposed method is verified in a 33-bus test system and compared with current heuristic methods to demonstrate its effectiveness.

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U2 - 10.1109/APPEEC.2010.5448157

DO - 10.1109/APPEEC.2010.5448157

M3 - Conference contribution

AN - SCOPUS:84870023318

SN - 9781424448135

T3 - Asia-Pacific Power and Energy Engineering Conference, APPEEC

BT - 2010 Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010 - Proceedings

T2 - Asia-Pacific Power and Energy Engineering Conference, APPEEC 2010

Y2 - 28 March 2010 through 31 March 2010

ER -

Loss-minimized distribution system reconfiguration by using improved multi-agent based particle swarm optimization

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