Scalable and Practical Multi-Objective Distribution Network Expansion Planning

Ngoc Hoang Luong, Marinus O.W. Grond, Han La Poutré, Peter A.N. Bosman

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

4 Citations (Scopus)

Abstract

We formulate the distribution network expansion planning (DNEP) problem as a multi-objective optimization (MOO) problem with different objectives that distribution network operators (DNOs) would typically like to consider during decision making processes for expanding their networks. Objectives are investment cost, energy loss, total cost, and reliability in terms of the number of customer minutes lost per year. We consider two solvers: the widely-used Non-dominated Sorting Genetic Algorithm NSGA-II and the recently-developed Multiobjective Gene-pool Optimal Mixing Evolutionary Algorithm (MO-GOMEA). We also develop a scheme to get rid of the notoriously difficult-to-set population size parameter so that these solvers can more easily be used by non-specialists. Experiments are conducted on medium-voltage distribution networks constructed from real data. The results confirm that the MOGOMEA, with the scheme that removes the population size parameter, is a robust and user-friendly MOO solver that can be used by DNOs when solving DNEP.
Original languageEnglish
Title of host publication2015 IEEE Power & Energy Society General Meeting
PublisherIEEE
Pages1-5
Number of pages5
ISBN (Electronic)978-1-4673-8040-9
DOIs
Publication statusPublished - 3 Oct 2015
Event2015 IEEE Power & Energy Society General Meeting - Denver, CO, United States
Duration: 26 Jul 201630 Jul 2016
http://www.pes-gm.org/2015/

Conference

Conference2015 IEEE Power & Energy Society General Meeting
Abbreviated titlePES 2015
CountryUnited States
CityDenver, CO
Period26/07/1630/07/16
Internet address

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