Artificial intelligence-based human-centric decision support framework: an application to predictive maintenance in asset management under pandemic environments
Sign Up to like & getrecommendations! Published in 2021 at "Annals of Operations Research"
DOI: 10.1007/s10479-021-04373-w
Abstract: Pandemic events, particularly the current Covid-19 disease, compel organisations to re-formulate their day-to-day operations for achieving various business goals such as cost reduction. Unfortunately, small and medium enterprises (SMEs) making up more than 95% of… read more here.
Keywords: decision; asset; predictive maintenance; pandemic environments ... See more keywords
Predictive maintenance: strategic use of IT in manufacturing organizations
Sign Up to like & getrecommendations! Published in 2019 at "Information Systems Frontiers"
DOI: 10.1007/s10796-017-9749-z
Abstract: A combination of big data and predictive analytics orchestrated through the Internet of Things (IoT) offers many opportunities for researchers in Information Systems, Operations Management and Strategy to look at old problems in new ways,… read more here.
Keywords: manufacturing organizations; predictive maintenance; maintenance; strategic use ... See more keywords
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
Aircraft air conditioning system health state estimation and prediction for predictive maintenance
Sign Up to like & getrecommendations! Published in 2020 at "Chinese Journal of Aeronautics"
DOI: 10.1016/j.cja.2019.03.039
Abstract: Abstract The vast potential of system health monitoring and condition based maintenance on modern commercial aircraft is being realized through the innovative use of Airplane Condition Monitoring System (ACMS) data. However there are few methods… read more here.
Keywords: predictive maintenance; system; health; aircraft ... See more keywords
Towards a Predictive Maintenance System of a Hydraulic Pump
Sign Up to like & getrecommendations! Published in 2018 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2018.08.346
Abstract: Abstract In this contribution we present a model based approach towards predictive maintenance of the hydraulic pump of an injection-moulding machine for a system that remains in production. We present a methodology to iteratively gain… read more here.
Keywords: predictive maintenance; hydraulic pump; towards predictive; system ... See more keywords
Big data and stream processing platforms for Industry 4.0 requirements mapping for a predictive maintenance use case
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Manufacturing Systems"
DOI: 10.1016/j.jmsy.2019.11.004
Abstract: Abstract Industry 4.0 is considered to be the fourth industrial revolution introducing a new paradigm of digital, autonomous, and decentralized control for manufacturing systems. Two key objectives for Industry 4.0 applications are to guarantee maximum… read more here.
Keywords: big data; use; predictive maintenance; industry ... See more keywords
On sustainable predictive maintenance: Exploration of key barriers using an integrated approach
Sign Up to like & getrecommendations! Published in 2021 at "Sustainable Production and Consumption"
DOI: 10.1016/j.spc.2021.03.023
Abstract: Abstract Poor maintenance practices lead to significant economic, environmental, and social problems and affect the sustainable manufacturing paradigm. The predictive maintenance (PdM) technique helps to minimise problems by forecasting the conditions of the machines. Hence,… read more here.
Keywords: predictive maintenance; sustainable predictive; industrial managers; maintenance ... See more keywords
Machine Learning Approach for Predictive Maintenance of the Electrical Submersible Pumps (ESPs)
Sign Up to like & getrecommendations! Published in 2022 at "ACS Omega"
DOI: 10.1021/acsomega.1c05881
Abstract: Electrical submersible pumps (ESPs) are considered the second-most widely used artificial lift method in the petroleum industry. As with any pumping artificial lift method, ESPs exhibit failures. The maintenance of ESPs expends a lot of… read more here.
Keywords: system; submersible pumps; maintenance; pumps esps ... See more keywords
The use of Digital Twin for predictive maintenance in manufacturing
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Computer Integrated Manufacturing"
DOI: 10.1080/0951192x.2019.1686173
Abstract: ABSTRACT This paper presents a methodology to calculate the Remaining Useful Life (RUL) of machinery equipment by utilising physics-based simulation models and Digital Twin concept, in order to enable predictive maintenance for manufacturing resources using… read more here.
Keywords: methodology; predictive maintenance; maintenance; digital twin ... See more keywords
A Louver Exhaust Fan Centralized Control System with Predictive Maintenance
Sign Up to like & getrecommendations! Published in 2023 at "Integrated Ferroelectrics"
DOI: 10.1080/10584587.2023.2192670
Abstract: Abstract In order to reduce the failure rate of the louver exhaust fan on the farm and improve the economic benefit of the farm, a louver exhaust fan centralized control system with predictive maintenance characteristics… read more here.
Keywords: system; predictive maintenance; exhaust fan; louver exhaust ... See more keywords
Integrated Intelligent Green Scheduling of Predictive Maintenance for Complex Equipment based on Information Services
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2977667
Abstract: As an important link to guarantee normal industrial production, equipment maintenance plays an increasingly key role in enhancing the competitiveness of enterprises and supporting green smart manufacturing. This paper aims to promote the implementation of… read more here.
Keywords: predictive maintenance; maintenance; complex equipment; maintenance complex ... See more keywords