Results 1 to 10 of about 18,495 (198)

Sensor Systems for Prognostics and Health Management [PDF]

open access: yesSensors, 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
doaj   +5 more sources

ETHICS IN PROGNOSTICS AND HEALTH MANAGEMENT

open access: yesInternational Journal of Prognostics and Health Management, 2019
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
doaj   +3 more sources

Measurement and Evaluation for Prognostics and Health Management (PHM) for Manufacturing Operations – Summary of an Interactive Workshop Highlighting PHM Trends [PDF]

open access: yesInternational 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
doaj   +2 more sources

Cybersecurity in Prognostics and Health Management

open access: yesInternational Journal of 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
doaj   +3 more sources

Adaptive Multi-scale Prognostics and Health Management for Smart Manufacturing Systems [PDF]

open access: yesInternational Journal of Prognostics and Health Management, 2016
The Adaptive Multi-scale Prognostics and Health Management (AM-PHM) is a methodology designed to enable PHM in smart manufacturing systems. In application, PHM information is not yet fully utilized in higher-level decisionmaking in manufacturing systems.
Benjamin Y. Choo   +4 more
doaj   +2 more sources

Maintenance Decision-Making Using Intelligent Prognostics Within a Single Spare Parts Support System [PDF]

open access: yesSensors
Health management is the foothold of remaining useful life (RUL) prediction, known as ‘prognostics’. However, sudden failures in complex systems can lead to increased downtime and maintenance costs, ultimately diminishing system health and availability ...
Bowei Zhang   +3 more
doaj   +2 more sources

Prognostics and Health Management for Maintenance Practitioners - Review, Implementation and Tools Evaluation [PDF]

open access: yesInternational 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

A Comparative Study on Methods for Fusing Data-Driven and Physics-Based Models for Hybrid Remaining Useful Life Prediction of Air Filters

open access: yesIEEE Access, 2023
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
doaj   +1 more source

Using Data From Similar Systems for Data-Driven Condition Diagnosis and Prognosis of Engineering Systems: A Review and an Outline of Future Research Challenges

open access: yesIEEE Access, 2023
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
doaj   +1 more source

Analysis and Application of Grey Wolf Optimizer-Long Short-Term Memory

open access: yesIEEE Access, 2020
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
doaj   +1 more source

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