Results 11 to 20 of about 184,754 (242)
Combined preventive and predictive maintenance model of power transformers (Case study: Khorasan Regional Electricity Company) [PDF]
مجله مدل سازی در مهندسی, 2019 By installing the smart sensor and early detection of minor failures, the predictive maintenance can be added to the periodic maintenance. The purpose of this paper is to present a new preventive and predictive maintenance Markov model.
Ali Karimabadi +3 more
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Maintenance Costs and Advanced Maintenance Techniques: Survey and Analysis
International Journal of Prognostics and Health Management, 2021 The costs/benefits associated with investing in advanced maintenance techniques is not well understood. Using data collected from manufacturers, we estimate the national losses due to inadequate maintenance and make comparisons between those that rely on
Douglas S Thomas, Brian Weiss
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Overview of predictive maintenance based on digital twin technology
Heliyon, 2023 The upgrade and development of manufacturing industry makes predictive maintenance more and more important, but the traditional predictive maintenance can not meet the development needs in many cases.
Dong Zhong +3 more
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Review of predictive maintenance algorithms applied to HVAC systems
Energy Reports, 2022 Predictive maintenance is a preventive maintenance approach that is performed based on an online health assessment and allows for timely pre-failure interventions.
Niima Es-sakali +3 more
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A NEW AIRCRAFT MAINTENANCE APPROACH BASED ON THE MARKOV CHAINS [PDF]
Annals: Series on engineering sciences (Academy of Romanian Scientists), 2021 In the past, traveling by plane was a luxury, today it is one of the most desired transport options in the world, being at the same time accessible and safe.
Alexandru Gabriel ANDREI +3 more
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Interpretable predictive maintenance for hard drives
Machine Learning with Applications, 2021 Existing machine learning approaches for data-driven predictive maintenance are usually black boxes that claim high predictive power yet cannot be understood by humans.
Maxime Amram +3 more
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Supporting the Implementation of Predictive Maintenance
International Journal of Prognostics and Health Management, 2021 The perception of predictive maintenance as a proactive maintenance strategy to anticipate and reduce severe and costly failures and by thus increasing asset reliability has grown significantly in recent years.
Carolin Wagner, Bernd Hellingrath
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Explainable Predictive Maintenance
, 2023 Explainable Artificial Intelligence (XAI) fills the role of a critical interface fostering interactions between sophisticated intelligent systems and diverse individuals, including data scientists, domain experts, end-users, and more. It aids in deciphering the intricate internal mechanisms of ``black box'' Machine Learning (ML), rendering the reasons ...
Pashami, Sepideh +15 more
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KESTİRİMCİ BAKIMDA MAKİNE ÖĞRENMESİ: LİTERATÜR ARAŞTIRMASI
Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi, 2021 By preventing machine failures in industrial systems, avoiding interruptions that may occur in production is possible with an effective maintenance management.
Damla Rana DÜNDAR +3 more
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Predicting maintenance work hours in maintenance planning [PDF]
Journal of Quality in Maintenance Engineering, 2020 PurposeCurrent industry practices illustrate there is no standard method to estimate the number of hours worked on maintenance activities; instead, industry experts use experience to guess maintenance work hours. There is also a gap in the research literature on maintenance work hour estimation.
Waqas Khalid +5 more
openaire +2 more sources