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Process Mining for ...
Process Mining for Maintenance Decision Support
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- Thaduri, Adithya (author)
- Luleå tekniska universitet,Drift, underhåll och akustik
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- Famurewa, Stephen Mayowa (author)
- Luleå tekniska universitet,Drift, underhåll och akustik
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- Verma, Ajit Kumar (author)
- Western Norway University of Applied Sciences, Haugesund
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- Kumar, Uday (author)
- Luleå tekniska universitet,Drift, underhåll och akustik
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(creator_code:org_t)
- 2018-07-31
- 2019
- English.
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In: System Performance and Management Analytics. - Singapore : Springer. - 9789811073229 - 9789811073236 ; , s. 279-293
- Related links:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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- In carrying out maintenance actions, there are several processes running simultaneously among different assets, stakeholders, and resources. Due to the complexity of maintenance process in general, there will be several bottlenecks for carrying out actions that lead to reduction in maintenance efficiency, increase in unnecessary costs and a hindrance to operations. One of the tools that is emerging to solve the above issues is the use Process Mining tools and models. Process mining is attaining significance for solving specific problems related to process such as classification, clustering, discovery of process, prediction of bottlenecks, developing of process workflow, etc. The main objective of this paper is to utilize the concept of process mining to map and comprehend a set of maintenance reports mainly repair or replacement from some lines on the Swedish railway network. To attain the above objective, the reports were processed to extract out time related maintenance parameters such as administrative, logistic and repair times. Bottlenecks are identified in the maintenance process and this information will be useful for maintenance service providers, infrastructure managers, asset owners and other stakeholders for improvement and maintenance effectiveness.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Samhällsbyggnadsteknik -- Annan samhällsbyggnadsteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Civil Engineering -- Other Civil Engineering (hsv//eng)
Keyword
- Process mining
- Maintenance
- Inductive visual miner
- Decision support structure
- Drift och underhållsteknik
- Operation and Maintenance
Publication and Content Type
- ref (subject category)
- kap (subject category)
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