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Network planning and self-repair in models of urban distribution networks via Hill Climbing
IMT School for Advanced Studies Lucca.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science. Department of Electrical Engineering and Automation, Aalto University.ORCID iD: 0000-0002-9315-9920
2017 (English)In: Proceedings IECON 2017: 43rd Annual Conference of the IEEE Industrial Electronics Society, Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2017, p. 5477-5482Conference paper, Published paper (Refereed)
Abstract [en]

Network Planning and Fault Location, Isolation and Supply Restoration (FLISR) are important functions of power distribution automation systems. We model these functions as a combinatorial optimization graph problem called the Capacitated Spanning Forest Problem (CSF), defined as the problem of creating a spanning forest with a capacity constraint on each tree bounding its total weight. We present an algorithm based on a Hill Climbing heuristic for the solution of CSF that can be used to solve network planning and supply restoration scenarios on large graphs representing smart grids.

Place, publisher, year, edition, pages
Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2017. p. 5477-5482
Series
IEEE Industrial Electronics Society, ISSN 1553-572X
National Category
Computer Systems
Research subject
Dependable Communication and Computation Systems
Identifiers
URN: urn:nbn:se:ltu:diva-68270DOI: 10.1109/IECON.2017.8216948ISI: 000427164805067Scopus ID: 2-s2.0-85046636711ISBN: 9781538611272 (electronic)OAI: oai:DiVA.org:ltu-68270DiVA, id: diva2:1196492
Conference
43rd Annual Conference of the IEEE Industrial Electronics Society, IECON 2017, Bejing, China, 29 October - 1 November 2017
Available from: 2018-04-10 Created: 2018-04-10 Last updated: 2018-05-21Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
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Language
  • de-DE
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  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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  • asciidoc
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