Prognostics and health management: A review on data driven approaches

KL Tsui, N Chen, Q Zhou, Y Hai… - … Problems in Engineering, 2015 - Wiley Online Library
Prognostics and health management (PHM) is a framework that offers comprehensive yet
individualized solutions for managing system health. In recent years, PHM has emerged as …

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 …

The influence of practical factors on the benefits of condition-based maintenance over time-based maintenance

B de Jonge, R Teunter, T Tinga - Reliability engineering & system safety, 2017 - Elsevier
Recent developments in condition monitoring technology have led to an ongoing shift from
time-based maintenance (TBM) to condition-based maintenance (CBM). Although CBM …

Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback

F Cipollini, L Oneto, A Coraddu, AJ Murphy… - Reliability Engineering & …, 2018 - Elsevier
The maintenance of the several components of a Ship Propulsion Systems is an onerous
activity, which need to be efficiently programmed by a shipbuilding company in order to save …

Condition‐based maintenance with imperfect preventive repairs for a deteriorating production system

PD Van, C Bérenguer - Quality and Reliability Engineering …, 2012 - Wiley Online Library
This paper presents a condition‐based maintenance policy considering aspects of
maintenance cost and productivity for a single‐unit deteriorating production system whose …

Measurement error prediction of power metering equipment using improved local outlier factor and kernel support vector regression

J Ma, Z Teng, Q Tang, W Qiu, Y Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The measurement error evaluation of power metering equipment (PME) is significant for the
instrument design and accurate metering of electric energy, especially under extreme …

An imperfect age-based and condition-based opportunistic maintenance model for a two-unit series system

J Wang, Y Miao, Y Yi, D Huang - Computers & Industrial Engineering, 2021 - Elsevier
Maintenance strategies have been studied extensively and applied successfully to reduce
the operation costs of industrial assets. However, the study for heterogeneous two-unit …

Dynamic reliability assessment for nonrepairable multistate systems by aggregating multilevel imperfect inspection data

Y Liu, CJ Chen - IEEE Transactions on Reliability, 2017 - ieeexplore.ieee.org
Traditional time-based reliability assessment methods compute reliability measures of a
multistate system (MSS) purely based upon historical time-to-failure data collected from a …

Sequential Bayesian inference of transition rates in the hidden Markov model for multi-state system degradation

Y Zhao, W Gao, C Smidts - Reliability Engineering & System Safety, 2021 - Elsevier
The more easily available system performance data and advances in data analytics have
provided us with opportunities to optimize maintenance programs for engineered systems …

A condition-based maintenance policy and input parameters estimation for deteriorating systems under periodic inspection

ML Neves, LP Santiago, CA Maia - Computers & Industrial Engineering, 2011 - Elsevier
This paper combines an optimization model and input parameters estimation from empirical
data, in order to propose condition-based maintenance policies. The system deterioration is …