A review on lubricant condition monitoring information analysis for maintenance decision support

JM Wakiru, L Pintelon, PN Muchiri… - Mechanical systems and …, 2019 - Elsevier
Lubrication Condition monitoring (LCM) is not only utilized as an early warning system in
machinery but also, for fault diagnosis and prognosis under condition-based maintenance …

Lubricating oil conditioning sensors for online machine health monitoring–A review

X Zhu, C Zhong, J Zhe - Tribology International, 2017 - Elsevier
Abstract Analysis of lubricating oil is an effective approach in judging machine's health
condition and providing early warning of machine's failure progression. Many studies from …

Classifying machinery condition using oil samples and binary logistic regression

J Phillips, E Cripps, JW Lau, MR Hodkiewicz - Mechanical Systems and …, 2015 - Elsevier
The era of big data has resulted in an explosion of condition monitoring information. The
result is an increasing motivation to automate the costly and time consuming human …

A review of online condition monitoring and maintenance strategy for cylinder liner-piston rings of diesel engines

X Rao, C Sheng, Z Guo, C Yuan - Mechanical Systems and Signal …, 2022 - Elsevier
As vital components of diesel engines, failure issues of cylinder liner-piston ring components
(CLPRs), which work under harsh conditions of high temperature, high pressure, and heavy …

[HTML][HTML] Improving hydraulic excavator performance through in line hydraulic oil contamination monitoring

F Ng, JA Harding, J Glass - Mechanical Systems and Signal Processing, 2017 - Elsevier
It is common for original equipment manufacturers (OEMs) of high value products to provide
maintenance or service packages to customers to ensure their products are maintained at …

Modeling and classifying the in-operando effects of wear and metal contaminations of lubricating oil on diesel engine: A machine learning approach

M Rahimi, MR Pourramezan, A Rohani - Expert Systems with Applications, 2022 - Elsevier
The lubricating oil analysis may be used to verify an assessment of the engine's health and
operational conditions, as well as the need for oil changes. The wide sight of oil …

[PDF][PDF] Survey of lubrication oil condition monitoring, diagnostics, and prognostics techniques and systems

J Zhu, D He, E Bechhoefer - Journal of chemical science and …, 2013 - academia.edu
Recently, an increasing demand for performance assessment of lubrication oil has been
noticed. Considerable techniques and systems in lubrication oil condition monitoring have …

Lubrication oil condition monitoring and remaining useful life prediction with particle filtering

J Zhu, JM Yoon, D He, Y Qu… - International Journal of …, 2013 - books.google.com
In order to reduce the costs of wind energy, it is necessary to improve the wind turbine
availability and reduce the operational and maintenance costs. The reliability and …

A review on machinery diagnostics and prognostics implementing condition-based maintenance

AKS Jardine, D Lin, D Banjevic - Mechanical systems and signal …, 2006 - Elsevier
Condition-based maintenance (CBM) is a maintenance program that recommends
maintenance decisions based on the information collected through condition monitoring. It …

An intelligent condition-based maintenance platform for rotating machinery

BS Yang - Expert Systems with Applications, 2012 - Elsevier
Maintenance is of necessity for sustaining machinery availability and reliability in order to
ensure productivity, product quality, on-time delivery, and safe working environment. The …