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Environmental asses...
Environmental assessment of consequences from predictive maintenance with artificial intelligence techniques : Importance of the system boundary
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- Carlson, Annelie, 1969- (författare)
- Linköpings universitet,Industriell miljöteknik,Tekniska fakulteten,PSI
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- Sakao, Tomohiko, 1969- (författare)
- Linköpings universitet,Industriell miljöteknik,Tekniska fakulteten,PSI
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(creator_code:org_t)
- Elsevier, 2020
- 2020
- Engelska.
- Relaterad länk:
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https://doi.org/10.1...
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https://liu.diva-por... (primary) (Raw object)
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https://doi.org/10.1...
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- This paper analyses a case of maintenance planning that was researched in previous work and thereby improved using predictive maintenance with an artificial intelligence (AI) technique. In particular, the en- vironmental implications are presented using a life cycle assessment. Using AI to develop maintenance planning could be a feasible method that can outperform other strategies. However, the results of this analysis show that the economic and environmental performance depends largely on the assessment set- ting. Therefore, applying appropriate system boundaries and functional unit is of major importance to avoid sub-optimization when maintenance planning is developed.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Naturresursteknik -- Miljöledning (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Environmental Engineering -- Environmental Management (hsv//eng)
Nyckelord
- Artificial intelligence
- Predictive maintenance
- System boundary
- Life cycle assessment
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)