Utilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid

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dc.contributor.authorZur Heiden, Philipp
dc.contributor.authorPriefer, Jennifer
dc.contributor.authorBeverungen, Daniel
dc.date.accessioned2021-12-24T18:11:29Z
dc.date.available2021-12-24T18:11:29Z
dc.date.issued2022-01-04
dc.description.abstractThe energy distribution grid is a critical infrastructure challenged with shifting requirements induced by the skyrocketing importance of green energy. Particularly, legacy assets—such as medium-voltage switchgear cabinets and circuit breakers—need to be maintained to prevent energy outages and reduce resource consumption. While related research has abundantly presented algorithms for condition-based maintenance, no design knowledge is available to prescribe how an information system for this purpose ought to be designed. In a design science research project, we develop an information system for condition-based maintenance of legacy assets in the medium voltage distribution grid that utilizes geospatial data. Our design integrates Enterprise Resource Planning (ERP) functionality with Geographic Information Systems (GIS) and a Machine Learning System (MLS) for predicting outages. We demonstrate a current proof-of-concept and conclude by presenting a set of theoretical hypotheses that can guide the evaluation once the system is available.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2022.692
dc.identifier.isbn978-0-9981331-5-7
dc.identifier.urihttp://hdl.handle.net/10125/80031
dc.language.isoeng
dc.relation.ispartofProceedings of the 55th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectGIS, Industry 4.0, and Sustainability
dc.subjectcondition-based maintenance
dc.subjectdesign science research
dc.subjectenergy distribution grid
dc.subjectgeographic information system
dc.subjectgeospatial data
dc.titleUtilizing Geographic Information Systems for Condition-Based Maintenance on the Energy Distribution Grid
dc.type.dcmitext

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