Show simple item record

dc.contributor.authorChiesa, Matteo
dc.contributor.authorBianchi, Filippo Maria
dc.contributor.authorEikeland, Odin Foldvik
dc.contributor.authorHolmstrand, Inga Setså
dc.contributor.authorBakkejord, Sigurd
dc.contributor.authorSantos, Sergio
dc.date.accessioned2022-05-11T08:31:49Z
dc.date.available2022-05-11T08:31:49Z
dc.date.issued2022-01-03
dc.description.abstractElectric failures are a problem for customers and grid operators. Identifying causes and localizing the source of failures in the grid is critical. Here, we focus on a specific power grid in the Arctic region of Northern Norway. First, we collected data pertaining to the grid topology, the topography of the area, the historical meteorological data, and the historical energy consumption/production data. Then, we exploited statistical and machine-learning techniques to predict the occurrence of failures. The classification models achieve good performance, meaning that there is a significant relationship between the collected variables and fault occurrence. Thus, we interpreted the variables that mostly explain the classification results to be the main driving factors of power interruption. Wind speed of gust and local industry activity are found to be the main controlling parameters in explaining the power failure occurrences. The result could provide important information to the distribution system operator for implementing strategies to prevent and mitigate incoming failures.en_US
dc.identifier.citationEikeland, O.F.; Maria Bianchi, F.; Holmstrand, I.S.; Bakkejord, S.; Santos, S.; Chiesa, M. Uncovering Contributing Factors to Interruptions in the Power Grid: An Arctic Case. Energies 2022, 15, 305en_US
dc.identifier.cristinIDFRIDAID 1977820
dc.identifier.doi10.3390/en15010305
dc.identifier.issn1996-1073
dc.identifier.urihttps://hdl.handle.net/10037/25070
dc.language.isoengen_US
dc.publisherMDPIen_US
dc.relation.journalEnergies
dc.rights.accessRightsopenAccessen_US
dc.rights.holderCopyright 2022 The Author(s)en_US
dc.titleUncovering Contributing Factors to Interruptions in the Power Grid: An Arctic Caseen_US
dc.type.versionpublishedVersionen_US
dc.typeJournal articleen_US
dc.typeTidsskriftartikkelen_US
dc.typePeer revieweden_US


File(s) in this item

Thumbnail

This item appears in the following collection(s)

Show simple item record