State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels
Integrating prognostics to a real application requires a certain maturity level and for this
reason there is a lack of success stories about development of a complete Prognostics and …
reason there is a lack of success stories about development of a complete Prognostics and …
Discovering prognostic features using genetic programming in remaining useful life prediction
L Liao - IEEE Transactions on Industrial Electronics, 2013 - ieeexplore.ieee.org
In prognostics approaches, features (eg, vibration level, root mean square or outputs from
signal processing techniques) extracted from the measurement (eg, vibration, current, and …
signal processing techniques) extracted from the measurement (eg, vibration, current, and …
Wind turbine performance degradation assessment based on a novel similarity metric for machine performance curves
Abstract Prognostics and Health Management (PHM) can offer substantial improvements in
reliability and availability of the wind turbine asset. Driven by reducing the Operation and …
reliability and availability of the wind turbine asset. Driven by reducing the Operation and …
Wind turbine performance assessment using multi-regime modeling approach
Prognostics & health management system is an integral component of any wind energy
program to ensure high turbine availability and reliability. Traditional vibration-based …
program to ensure high turbine availability and reliability. Traditional vibration-based …
Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model
In a high speed milling operation the cutting tool acts as a backbone of machining process,
which requires timely replacement to avoid loss of costly workpiece or machine downtime …
which requires timely replacement to avoid loss of costly workpiece or machine downtime …
A robust and reliable data-driven prognostics approach based on extreme learning machine and fuzzy clustering
K Javed - 2014 - theses.hal.science
Prognostics and Health Management (PHM) aims at extending the life cycle of engineerin
gassets, while reducing exploitation and maintenance costs. For this reason, prognostics is …
gassets, while reducing exploitation and maintenance costs. For this reason, prognostics is …
Fault detection in a network of similar machines using clustering approach
ER Lapira - 2012 - search.proquest.com
Fault detection, which involves the estimation of the condition, health or degradation of an
equipment or a process and a decision logic to determine whether an event that can be …
equipment or a process and a decision logic to determine whether an event that can be …
A case-learning-based paradigm for quantitative recommendation of fault diagnosis algorithms: A case study of gearbox
X Zou, L Tao, L Sun, C Wang, J Ma, C Lu - Reliability Engineering & System …, 2023 - Elsevier
Abstract Prognostics and Health Management (PHM) is a core technology for condition-
based maintenance. The diversity of PHM algorithms and the complexity of design factors …
based maintenance. The diversity of PHM algorithms and the complexity of design factors …
Robust, reliable and applicable tool wear monitoring and prognostic: approach based on an improved-extreme learning machine
Although efforts in this field are significant around the world, real prognostics systems are
still scarce in industry. Indeed, it is hard to provide efficient approaches that are able to …
still scarce in industry. Indeed, it is hard to provide efficient approaches that are able to …
Quantitative recommendation of fault diagnosis algorithms based on multi-order random graph convolution under case-learning paradigm
C Lu, X Zou, L Sun, Z Zhao, L Tao, Y Ding… - Advanced Engineering …, 2025 - Elsevier
The rapid development of intelligent algorithms has significantly expanded the range of
algorithms available for Prognostics and Health Management (PHM). Selecting the …
algorithms available for Prognostics and Health Management (PHM). Selecting the …