Results 81 to 90 of about 2,770 (203)

TOWARDS DEVELOPING A NOVEL FRAMEWORK FOR PRACTICAL PHM: A SEQUENTIAL DECISION PROBLEM SOLVED BY REINFORCEMENT LEARNING AND ARTIFICIAL NEURAL NETWORKS

open access: yesInternational 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
doaj   +1 more source

A distributed architecture to implement a prognostic function for complex systems [PDF]

open access: yes, 2012
The proactivity in maintenance management is improved by the implementation of CBM (Condition-Based Maintenance) principles and of PHM (Prognostic and Health Management). These implementations use data about the health status of the systems.
Archimède, Bernard   +3 more
core  

A framework for asset prognostics from fleet data

open access: yes, 2016
Prognostics of a specific asset based on data from a fleet of same assets, but operated in different environmental and operational conditions is an important and common problem in Prognostics and Health Management (PHM).
Liu, Jie   +3 more
core   +1 more source

Structural health monitoring 2012. Sixth European Workshop on Structural Health Monitoring. Proceedings. Vol.2

open access: yes, 2022
Structural Health Monitoring (SHM) is an emerging technology, dealing with the development and implementation of techniques and systems where monitoring, inspection and damage detection become an integral part of structures and thus a matter of ...

core   +1 more source

Performance Data Prognostics Based on Relevance Vector Machine and Particle Filter

open access: yesChemical Engineering Transactions, 2013
Prognostics of equipment state is one of the most important and difficult issue in Prognostics and Health Management (PHM) technology. In this paper, Relevance Vector Machine (RVM) and Particle Filter (PF) are used to analyse equipment state and predict ...
Y. Hu, P. Luo
doaj   +1 more source

A Review on Prognostics and Health Management

open access: yes, 2018
The health management of complex equipment is crucial to ensure the reliability, maintainability and safety of complex equipment. This paper introduces the basic concept and research connotation of prognostics and health management (PHM), analyzes the ...
Su Xiaohao, Hu Nannan, Baolong Liu
core   +1 more source

Structural health monitoring 2012. Sixth European Workshop on Structural Health Monitoring. Proceedings. Vol.1

open access: yes, 2022
Structural Health Monitoring (SHM) is an emerging technology, dealing with the development and implementation of techniques and systems where monitoring, inspection and damage detection become an integral part of structures and thus a matter of ...

core   +1 more source

Advancing Measurement Science to Assess Monitoring, Diagnostics, and Prognostics for Manufacturing Robotics

open access: yesInternational Journal of Prognostics and Health Management, 2016
Unexpected equipment downtime is a ‘pain point’ for manufacturers, especially in that this event usually translates to financial losses. To minimize this pain point, manufacturers are developing new health monitoring, diagnostic, prognostic, and ...
Guixiu Qiao, Brian A. Weiss
doaj   +1 more source

Digital twin-driven prognostics and health management for industrial assets

open access: yesScientific Reports
As a facilitator of smart upgrading, digital twin (DT) is emerging as a driving force in prognostics and health management (PHM). Faults can lead to degradation or malfunction of industrial assets.
Bin Xiao   +5 more
doaj   +1 more source

PHM Services Based on Cyber–Physical Machine Tool System

open access: yesSensors
Heterogeneous fault information and a lack of real-time synchronization in CNC machine tools hinder effective Prognostics and Health Management (PHM). This paper designs and implements a digital twin-driven PHM framework for machine tools that integrates
Chuting Wang   +3 more
doaj   +1 more source

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