Measurement and Evaluation for Prognostics and Health Management (PHM) for Manufacturing Operations – Summary of an Interactive Workshop Highlighting PHM Trends [PDF]
International Journal of Prognostics and Health Management, 2021 Personnel from the National Institute of Standards and Technology (NIST) organized and led a Measurement and Evaluation for Prognostics and Health Management for Manufacturing Operations (ME4PHM) workshop at the 2019 Annual Conference of the Prognostics ...
Brian Weiss, Michael Brundage
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On the Soundness of XAI in Prognostics and Health Management (PHM)
Information, 2023 The aim of predictive maintenance, within the field of prognostics and health management (PHM), is to identify and anticipate potential issues in the equipment before these become serious.
David Solís-Martín +2 more
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How does Prognostics and Health Management (PHM) develop in the engineering domain: A bibliometric analysis with critical review [PDF]
HeliyonIn recent years, Prognostics and Health Management (PHM) have been considered in broad industrial areas to improve the effectiveness of maintenance activities.
Huxiao Shi, Jie Geng, Micaela Demichela
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Transfer Learning for Prognostics and Health Management (PHM) of Marine Air Compressors [PDF]
Journal of Marine Science and Engineering, 2021 Prognostics is an engineering discipline focused on predicting the time at which a system or a component will no longer perform its intended function.
Magnus Gribbestad +2 more
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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 effective in the prevention and fault detection of product failures over the past decades. Nevertheless,
Junwei Han, Chi-Man Vong, Zhenbao Liu
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Sensor Systems for Prognostics and Health Management
Sensors, 2010 Prognostics and health management (PHM) is an enabling discipline consisting of technologies and methods to assess the reliability of a product in its actual life cycle conditions to determine the advent of failure and mitigate system risk.
Shunfeng Cheng +2 more
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Deep Scattering Spectrum Germaneness for Fault Detection and Diagnosis for Component-Level Prognostics and Health Management (PHM). [PDF]
Sensors (Basel), 2022 Rohan A.
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Rotate Vector (RV) Reducer Fault Detection and Diagnosis System: Towards Component Level Prognostics and Health Management (PHM). [PDF]
Sensors (Basel), 2020 Rohan A, Raouf I, Kim HS.
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PHM–GPT: A Large Language Model for Prognostics and Health Management
EngineeringIn the digital transformation era of the fourth industrial revolution, prognostics and health management (PHM) is playing increasingly important roles in various engineering fields.
Jiaxin Ren +6 more
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Challenges and Opportunities of System-Level Prognostics
Sensors, 2021 Prognostics and health management (PHM) has become an essential function for safe system operation and scheduling economic maintenance. To date, there has been much research and publications on component-level prognostics.
Seokgoo Kim, Joo-Ho Choi, Nam H. Kim
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