Results 1 to 10 of about 64,977 (263)
A Patent Analysis of Prognostics and Health Management (PHM) Innovations for Electrical Systems
IEEE Access, 2018 The use of reliability assessment and prediction in product design, manufacture, and operation has been an evolutionary process. Physics-based modeling and root-cause analysis of failure sites, failure modes, and failure mechanisms have proven to be ...
Zhenbao Liu, Zhen Jia, Chi-Man Vong
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Availability Model of a PHM-Equipped Component [PDF]
IEEE Transactions on Reliability, 2017 —A variety of prognostic and health management (PHM) algorithms have been developed in the last years and some metrics have been proposed to evaluate their performances. However , a general framework that allows us to quantify the benefit of PHM depending on these metrics is still lacking.
Michele Compare +2 more
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Computers in Industry, 2021 Increasingly, extracting knowledge from data has become an important task in organizations for performance improvements. To accomplish this task, data-driven Prognostics and Health Management (PHM) is introduced as an asset performance management ...
N Omri, Zeina Al Masry
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PHM SURVEY: Implementation of Prognostic Methods for Monitoring Industrial Systems
Energies, 2022 Prognostics and Health Management (commonly called PHM) is a field that focuses on the degradation mechanisms of systems in order to estimate their health status, anticipate their failure and optimize their maintenance.
Abdenour Soualhi +2 more
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Industrial data management strategy towards an SME-oriented PHM
Journal of Manufacturing Systems, 2020 The fourth industrial revolution is derived from advances in digitization and prognostic and health management (PHM) disciplines to make plants smarter and more efficient.
Zeina Al Masry
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Modernizing risk assessment: A systematic integration of PRA and PHM techniques
Reliability Engineering and System Safety, 2020 Recent advances in sensing and computing technologies have resulted in an abundance of data in various formats and more processing power for using this data.
Ramin Moradi, Katrina M Groth
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Predictive Model Evaluation for PHM
International Journal of Prognostics and Health Management, 2020 In the past decades, machine learning techniques or algorithms, particularly, classifiers have been widely applied to various real-world applications such as PHM. In developing high-performance classifiers, or machine learning-based models, i.e. predictive model for PHM, the predictive model evaluation remains a challenge.
Yang, Chunsheng +3 more
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Prognostics and Health Management for Maintenance Practitioners - Review, Implementation and Tools Evaluation [PDF]
International Journal of Prognostics and Health Management, 2017 In literature, prognostics and health management (PHM) systems have been studied by many researchers from many different engineering fields to increase system reliability, availability, safety and to reduce the maintenance cost of engineering assets ...
Vepa Atamuradov +4 more
doaj +5 more sources
International Journal of Prognostics and Health Management, 2019 The heart of prognostics and health management (PHM) is to predict the equipment degradation evolution and, thus, its Remaining Useful Life (RUL). These predictions drive the decisions on the equipment Operation and Maintenance (O&M), and these in turn ...
Luca Bellani +3 more
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Review on Lithium-ion Battery PHM from the Perspective of Key PHM Steps
Chinese Journal of Mechanical EngineeringAbstract Prognostics and health management (PHM) has gotten considerable attention in the background of Industry 4.0. Battery PHM contributes to the reliable and safe operation of electric devices. Nevertheless, relevant reviews are still continuously updated over time. In this paper, we browsed extensive literature related to battery
Jinzhen Kong +6 more
openaire +3 more sources