Review of fault detection techniques for predictive maintenance
D Divya, B Marath, MB Santosh Kumar - Journal of Quality in …, 2023 - emerald.com
Purpose This study aims to bring awareness to the developing of fault detection systems
using the data collected from sensor devices/physical devices of various systems for …
using the data collected from sensor devices/physical devices of various systems for …
Similarity-based prediction method for machinery remaining useful life: A review
Determining the remaining useful life (RUL) of increasingly complex machines provides the
decision basis for the predictive maintenance process, which effectively ensures equipment …
decision basis for the predictive maintenance process, which effectively ensures equipment …
Multi-sensor information fusion for remaining useful life prediction of machining tools by adaptive network based fuzzy inference system
Remaining useful life (RUL) prediction of machining tools is a typical multi-sensor
information fusion problem. It involves the use of the monitoring information acquired from …
information fusion problem. It involves the use of the monitoring information acquired from …
Remaining useful life prediction based on health index similarity
Y Liu, X Hu, W Zhang - Reliability Engineering & System Safety, 2019 - Elsevier
Condition-based maintenance and the prediction of the remaining useful life (RUL) of cutting
tools are of crucial importance to reduce unexpected downtime and ensure quality. Our …
tools are of crucial importance to reduce unexpected downtime and ensure quality. Our …
Multiscale similarity ensemble framework for remaining useful life prediction
Accurate prediction of remaining useful life (RUL) is crucially important to perform
prognostics and health management. A new similarity-based autoencoder multiscale …
prognostics and health management. A new similarity-based autoencoder multiscale …
An integrated imputation-prediction scheme for prognostics of battery data with missing observations
This paper focuses on the development of a prognostic scheme for estimating the remaining
useful life (RUL) of Lithium-ion batteries with missing observations. The scheme has two …
useful life (RUL) of Lithium-ion batteries with missing observations. The scheme has two …
Similarity based remaining useful life prediction based on Gaussian Process with active learning
YH Lin, ZQ Ding, YF Li - Reliability Engineering & System Safety, 2023 - Elsevier
Similarity based methods predict remaining useful life (RUL) by directly measuring the
similarities between degradation trajectories, which can be applied when the exact time of …
similarities between degradation trajectories, which can be applied when the exact time of …
Improved few-shot learning method for transformer fault diagnosis based on approximation space and belief functions
Incomplete and uncertain information is frequently observed in the data analysis processes,
which has become one of main challenges for the development of fault diagnosis …
which has become one of main challenges for the development of fault diagnosis …
Remaining useful life estimation with multiple local similarities
J Lyu, R Ying, N Lu, B Zhang - Engineering Applications of Artificial …, 2020 - Elsevier
In prognostics and health management (PHM), remaining useful life (RUL) estimation has
become a major focus for guaranteeing the safety and reliability of systems. Similarity-based …
become a major focus for guaranteeing the safety and reliability of systems. Similarity-based …
Application of multi-sensor fuzzy information fusion algorithm in industrial safety monitoring system
X Zhou, T Peng - Safety science, 2020 - Elsevier
Chemical enterprises are characterized by many casualties and frequent serious accidents.
In order to reduce the likelihood of such accidents and ensure safe production effectively, a …
In order to reduce the likelihood of such accidents and ensure safe production effectively, a …