Sociotechnical Implementation of Prescriptive Maintenance for Onshore Wind Turbines

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dc.contributor.authorStrack, Bernhard
dc.contributor.authorFrank, Jana
dc.contributor.authorStich, Volker
dc.contributor.authorLenart, Martin
dc.contributor.authorPfau, Florian
dc.date.accessioned2021-12-24T17:28:05Z
dc.date.available2021-12-24T17:28:05Z
dc.date.issued2022-01-04
dc.description.abstractElectricity generated by wind turbines (WT) is a mainstay of the transition to renewable energy. In order to economically utilize WT is, operating and maintenance costs, which account for 25% of total electricity generation costs in onshore WT’s, are a focus of cost reduction activities. Implementing a data-driven prescriptive maintenance approach is one way to achieve this. So far, various approaches for prescriptive maintenance for onshore WT’s have been suggested. However, little research has addressed the practical implementation considering sociotechnical aspects. The aim of this paper is therefore to identify success factors for the successful implementation of such a maintenance strategy with clear and holistic guidance on how existing knowledge on prescriptive maintenance from science can be transferred to business practice. These recommendations are developed through case study research and classified in the four structural areas of Acatech’s Industry 4.0 Maturity Index: Resources, Information Systems, Organizational Structure and Culture.
dc.format.extent10 pages
dc.identifier.doi10.24251/HICSS.2022.158
dc.identifier.isbn978-0-9981331-5-7
dc.identifier.urihttp://hdl.handle.net/10125/79490
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.subjectData-driven Services in Manufacturing: Management, Engineering, and Organizational Transformation
dc.subjectprescriptive maintenance
dc.subjectontology
dc.subjectwind turbines
dc.subjectindustry 4.0
dc.titleSociotechnical Implementation of Prescriptive Maintenance for Onshore Wind Turbines
dc.type.dcmitext

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Data-driven Services in Manufacturing: Management, Engineering, and Organizational Transformation