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Sensor Systems for Prognostics and Health Management [PDF]
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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ETHICS IN PROGNOSTICS AND HEALTH MANAGEMENT
As we enter an era where intelligent systems are omnipresent and where they also permeate Prognostics and Health Management ( PHM ), the discussion of moral machines or ethics in engineering will inevitably engulf PHM as well.
Kai Goebel, Brian Smith, Anupa Bajwa
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Cybersecurity in Prognostics and Health Management
PHM continues to show its value by improving operational efficiencies, increasing safety, reducing downtime, and decreasing cost of operations. PHM technologies are therefore not only being deployed as retrofit solutions but are being integrated into new
Kai Goebel
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Artificial intelligence in prognostics and health management of engineering systems [PDF]
Prognostics and health management (PHM) has become a crucial aspect of the management of engineering systems and structures, where sensor hardware and decision support tools are deployed to detect anomalies, diagnose faults and predict remaining useful lifetime (RUL).
Sunday Ochella +2 more
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A REVIEW: PROGNOSTICS AND HEALTH MANAGEMENT IN AUTOMOTIVE AND AEROSPACE
Prognostics and Health Management (PHM) attracts increasing interest of many researchers due to its potentially important applications in diverse disciplines and industries.
Van Duc Nguyen +6 more
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Approaches for diagnosis and prognosis of the health of engineering systems are divided into data-driven, model-based, and hybrid methods. Data-driven methods depend on the availability of data.
Simon Hagmeyer, Peter Zeiler
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Prognostics and health management (PHM) is an engineering approach dealing with the diagnosis, prognosis, and management of the health state of engineering systems.
Marcel Braig, Peter Zeiler
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Analysis and Application of Grey Wolf Optimizer-Long Short-Term Memory
Long short-term memory (LSTM) is widely applied in both academic and industrial fields. However, there is no reliable criterion on selecting hyperparameters of LSTM.
Jinxin Pan +3 more
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Challenges and Opportunities of System-Level Prognostics
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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IEEE standards for prognostics and health management [PDF]
Recently operators of complex systems such as aircraft, power plants, and networks have been emphasizing the need for on-line health monitoring for purposes of maximizing operational availability and safety. The discipline of prognostics and health management (PHM) is being formalized to address the information management and prediction requirements ...
John Sheppard +2 more
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