Multi-objective distribution system reconfiguration for reliability enhancement and loss reduction

N.G. Paterakis; S.F. Santos; J.P.S. Catalao; A. Mazza; G. Chicco; O. Erdinc; A.G. Bakirtzis

doi:10.1109/PESGM.2015.7286524

Multi-objective distribution system reconfiguration for reliability enhancement and loss reduction

N.G. Paterakis, S.F. Santos, J.P.S. Catalao, A. Mazza, G. Chicco, O. Erdinc, A.G. Bakirtzis

Electrical Energy Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

4 Citations (Scopus)

Abstract

This paper deals with the radial distribution system reconfiguration problem in a multi-objective scope, aiming to determine the optimal configuration by means of minimization of active power losses and several reliability indices. A novel way to calculate these indices under a mixed-integer linear programming (MILP) approach is provided. Afterwards, an efficient implementation of the e-constraint method using lexicographic optimization is employed to solve the multi-objective optimization problem, which is formulated as a MILP problem. After the Pareto Efficient solution set is generated, a multi-attribute decision making procedure is used, namely the technique for order preference by similarity to ideal solution (TOPSIS) method, so that a decision maker (DM) can express preferences over the solutions and facilitate the final selection.

Original language	English
Title of host publication	2015 IEEE Power & Energy Society general meeting : 26 - 30 July 2015, Denver, Colorado
Publisher	IEEE Computer Society
Number of pages	5
ISBN (Electronic)	978-1-4673-8040-9
ISBN (Print)	978-1-4673-8041-6
DOIs	https://doi.org/10.1109/PESGM.2015.7286524
Publication status	Published - 30 Sep 2015
Event	IEEE Power and Energy Society General Meeting, PESGM 2015 - Sheraton Denver Downtown Hotel, Denver, United States Duration: 26 Jul 2015 → 30 Jul 2015 http://www.pes-gm.org/2015/

Conference

Conference	IEEE Power and Energy Society General Meeting, PESGM 2015
Abbreviated title	PESGM 2015
Country/Territory	United States
City	Denver
Period	26/07/15 → 30/07/15
Other	"Powering Up the Next Generation"
Internet address	http://www.pes-gm.org/2015/

Keywords

Distribution system reconfiguration
epsilon-constraint method
loss minimization
mixed-integer linear programming
multi-objective optimization
reliability

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/PESGM.2015.7286524

Cite this

Paterakis, N. G., Santos, S. F., Catalao, J. P. S., Mazza, A., Chicco, G., Erdinc, O., & Bakirtzis, A. G. (2015). Multi-objective distribution system reconfiguration for reliability enhancement and loss reduction. In 2015 IEEE Power & Energy Society general meeting : 26 - 30 July 2015, Denver, Colorado [7286524] IEEE Computer Society. https://doi.org/10.1109/PESGM.2015.7286524

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title = "Multi-objective distribution system reconfiguration for reliability enhancement and loss reduction",

abstract = "This paper deals with the radial distribution system reconfiguration problem in a multi-objective scope, aiming to determine the optimal configuration by means of minimization of active power losses and several reliability indices. A novel way to calculate these indices under a mixed-integer linear programming (MILP) approach is provided. Afterwards, an efficient implementation of the e-constraint method using lexicographic optimization is employed to solve the multi-objective optimization problem, which is formulated as a MILP problem. After the Pareto Efficient solution set is generated, a multi-attribute decision making procedure is used, namely the technique for order preference by similarity to ideal solution (TOPSIS) method, so that a decision maker (DM) can express preferences over the solutions and facilitate the final selection.",

keywords = "Distribution system reconfiguration, epsilon-constraint method, loss minimization, mixed-integer linear programming, multi-objective optimization, reliability",

author = "N.G. Paterakis and S.F. Santos and J.P.S. Catalao and A. Mazza and G. Chicco and O. Erdinc and A.G. Bakirtzis",

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booktitle = "2015 IEEE Power & Energy Society general meeting : 26 - 30 July 2015, Denver, Colorado",

publisher = "IEEE Computer Society",

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note = "IEEE Power and Energy Society General Meeting, PESGM 2015, PESGM 2015 ; Conference date: 26-07-2015 Through 30-07-2015",

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Paterakis, NG, Santos, SF, Catalao, JPS, Mazza, A, Chicco, G, Erdinc, O & Bakirtzis, AG 2015, Multi-objective distribution system reconfiguration for reliability enhancement and loss reduction. in 2015 IEEE Power & Energy Society general meeting : 26 - 30 July 2015, Denver, Colorado., 7286524, IEEE Computer Society, IEEE Power and Energy Society General Meeting, PESGM 2015, Denver, United States, 26/07/15. https://doi.org/10.1109/PESGM.2015.7286524

Multi-objective distribution system reconfiguration for reliability enhancement and loss reduction. / Paterakis, N.G.; Santos, S.F.; Catalao, J.P.S. et al.

2015 IEEE Power & Energy Society general meeting : 26 - 30 July 2015, Denver, Colorado. IEEE Computer Society, 2015. 7286524.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Multi-objective distribution system reconfiguration for reliability enhancement and loss reduction

AU - Paterakis, N.G.

AU - Santos, S.F.

AU - Catalao, J.P.S.

AU - Mazza, A.

AU - Chicco, G.

AU - Erdinc, O.

AU - Bakirtzis, A.G.

PY - 2015/9/30

Y1 - 2015/9/30

N2 - This paper deals with the radial distribution system reconfiguration problem in a multi-objective scope, aiming to determine the optimal configuration by means of minimization of active power losses and several reliability indices. A novel way to calculate these indices under a mixed-integer linear programming (MILP) approach is provided. Afterwards, an efficient implementation of the e-constraint method using lexicographic optimization is employed to solve the multi-objective optimization problem, which is formulated as a MILP problem. After the Pareto Efficient solution set is generated, a multi-attribute decision making procedure is used, namely the technique for order preference by similarity to ideal solution (TOPSIS) method, so that a decision maker (DM) can express preferences over the solutions and facilitate the final selection.

AB - This paper deals with the radial distribution system reconfiguration problem in a multi-objective scope, aiming to determine the optimal configuration by means of minimization of active power losses and several reliability indices. A novel way to calculate these indices under a mixed-integer linear programming (MILP) approach is provided. Afterwards, an efficient implementation of the e-constraint method using lexicographic optimization is employed to solve the multi-objective optimization problem, which is formulated as a MILP problem. After the Pareto Efficient solution set is generated, a multi-attribute decision making procedure is used, namely the technique for order preference by similarity to ideal solution (TOPSIS) method, so that a decision maker (DM) can express preferences over the solutions and facilitate the final selection.

KW - Distribution system reconfiguration

KW - epsilon-constraint method

KW - loss minimization

KW - mixed-integer linear programming

KW - multi-objective optimization

KW - reliability

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DO - 10.1109/PESGM.2015.7286524

M3 - Conference contribution

AN - SCOPUS:84956856393

SN - 978-1-4673-8041-6

BT - 2015 IEEE Power & Energy Society general meeting : 26 - 30 July 2015, Denver, Colorado

PB - IEEE Computer Society

T2 - IEEE Power and Energy Society General Meeting, PESGM 2015

Y2 - 26 July 2015 through 30 July 2015

ER -

Multi-objective distribution system reconfiguration for reliability enhancement and loss reduction

Abstract

Conference

Keywords

UN SDGs

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