Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms
Sign Up to like & getrecommendations! Published in 2020 at "Automation in Construction"
DOI: 10.1016/j.autcon.2020.103087
Abstract: Abstract Facility managers usually conduct reactive maintenance or preventive maintenance strategies in building maintenance management. However, there are some limitations that reactive maintenance cannot prevent failure, and preventive maintenance cannot predict the future condition of… read more here.
Keywords: predictive maintenance; maintenance; maintenance planning; condition ... See more keywords
Optimal inspections and maintenance planning for anti-corrosion coating failure on ships using non-homogeneous Poisson Processes
Sign Up to like & getrecommendations! Published in 2021 at "Ocean Engineering"
DOI: 10.1016/j.oceaneng.2021.109695
Abstract: Abstract Ships require regular inspection and maintenance for corrosion defects that appear due to the failure of protective coatings in corrosive environments. However, maintenance planning is inhibited by the fact that coating failures (i.e. arrival… read more here.
Keywords: homogeneous poisson; maintenance; maintenance planning; corrosion ... See more keywords
Automated daily maintenance planning for offshore wind farms
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DOI: 10.1016/j.renene.2018.08.112
Abstract: Offshore wind farm managers and schedulers need to manage large numbers of wind turbine visits every day, in order to: repair minor faults; conduct inspections; and perform scheduled service operations. Daily schedules form a choice… read more here.
Keywords: methodology; maintenance; daily maintenance; offshore wind ... See more keywords
Integrated production and maintenance planning for parallel machine system considering cost of rejection
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DOI: 10.1057/jors.2016.46
Abstract: Production scheduling and maintenance planning have interdependencies but been often considered and optimized independently in practice and in the literature. Furthermore, product quality has direct relationship with maintenance planning. This paper proposes an integrated approach… read more here.
Keywords: production; maintenance; maintenance planning; approach ... See more keywords
The model of maintenance planning and production scheduling for maximising robustness
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DOI: 10.1080/00207543.2018.1492752
Abstract: The accuracy of prediction and detection capability have a strong influence over the efficiency of the bottleneck, all equipment and the production system. The function of predictive scheduling is to obtain stable and robust schedules… read more here.
Keywords: production; maintenance; maintenance planning; planning production ... See more keywords
Integrating production scheduling, maintenance planning and energy controlling for the sustainable manufacturing systems under TOU tariff
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DOI: 10.1080/01605682.2019.1630327
Abstract: Abstract Climate change pushes the operation managers to take account of energy-saving issues in their decision-making of production scheduling and maintenance planning (PSMP). We address a PSMP problem for a single machine system under Time-of-Use… read more here.
Keywords: energy; maintenance; scheduling maintenance; maintenance planning ... See more keywords
A robust complementary index for railway maintenance planning based on a probabilistic approach
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DOI: 10.1080/23248378.2020.1805371
Abstract: ABSTRACT A probabilistic Track Performance Index (TPI) is proposed for maintenance prioritization in the railways. TPI evaluates the safety condition in a segment by estimating the derailment probabilities on curves as the track condition representatives.… read more here.
Keywords: index; track; maintenance; maintenance planning ... See more keywords
FMECA-based maintenance planning through COPRAS-G and PSI
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Quality in Maintenance Engineering"
DOI: 10.1108/jqme-03-2017-0015
Abstract: Purpose The purpose of this paper is to investigate the extent at which reliability of aluminium wire rolling mill can be improved by ameliorating current control and maintenance practices. Design/methodology/approach The paper deals with the… read more here.
Keywords: based maintenance; fmeca based; maintenance; maintenance planning ... See more keywords