Prognostics and health management: A review on data driven approaches
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 …
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 …
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
Recent developments in condition monitoring technology have led to an ongoing shift from
time-based maintenance (TBM) to condition-based maintenance (CBM). Although CBM …
time-based maintenance (TBM) to condition-based maintenance (CBM). Although CBM …
Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback
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 …
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 …
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
The measurement error evaluation of power metering equipment (PME) is significant for the
instrument design and accurate metering of electric energy, especially under extreme …
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
Maintenance strategies have been studied extensively and applied successfully to reduce
the operation costs of industrial assets. However, the study for heterogeneous two-unit …
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 …
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
The more easily available system performance data and advances in data analytics have
provided us with opportunities to optimize maintenance programs for engineered systems …
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 …
data, in order to propose condition-based maintenance policies. The system deterioration is …