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 …

Condition based maintenance of machine tools—A review

D Goyal, BS Pabla - CIRP Journal of Manufacturing Science and …, 2015 - Elsevier
During the operation, machines generate vibrations which result in deterioration of machine
tools eventually causing failure of some subsystems or the machine itself. The vibration …

A condition-based maintenance policy for stochastically deteriorating systems

A Grall, C Bérenguer, L Dieulle - Reliability Engineering & System Safety, 2002 - Elsevier
We focus on the analytical modeling of a condition-based inspection/replacement policy for
a stochastically and continuously deteriorating single-unit system. We consider both the …

Model-based prognostic techniques [maintenance applications]

J Luo, M Namburu, K Pattipati, L Qiao… - … 2003. IEEE Systems …, 2003 - ieeexplore.ieee.org
Conventional maintenance strategies, such as corrective preventive maintenance, are not
adequate to fulfill the needs of expensive and high availability industrial systems. A new …

Fault prognostics using dynamic wavelet neural networks

P Wang, G Vachtsevanos - AI EDAM, 2001 - cambridge.org
Modern industry is concerned about extending the lifetime of its critical processes and
maintaining them only when required. Significant aspects of these trends include the ability …

Model-based prognostic techniques applied to a suspension system

J Luo, KR Pattipati, L Qiao… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
Conventional maintenance strategies, such as corrective and preventive maintenance, are
not adequate to fulfill the needs of expensive and high availability transportation and …

Condition-based maintenance for continuously monitored degrading systems with multiple failure modes

X Liu, J Li, KN Al-Khalifa, AS Hamouda, DW Coit… - IIE …, 2013 - Taylor & Francis
This article develops an optimum Condition-Based Maintenance (CBM) policy for
continuously monitored degrading systems with multiple failure modes. The degradation of …

Predictive maintenance management using sensor-based degradation models

KA Kaiser, NZ Gebraeel - … and Cybernetics-Part A: Systems and …, 2009 - ieeexplore.ieee.org
This paper presents a sensory-updated degradation-based predictive maintenance policy
(herein referred to as the SUDM policy). The proposed maintenance policy utilizes …

System maintenance scheduling with prognostics information using genetic algorithm

F Camci - IEEE Transactions on reliability, 2009 - ieeexplore.ieee.org
Condition based maintenance (CBM) aims to balance two extreme sides (ie, corrective
maintenance (CM), and preventive maintenance (PM)) by observing and forecasting the real …

Predictive maintenance as an internet of things enabled business model: A taxonomy

J Passlick, S Dreyer, D Olivotti, L Grützner, D Eilers… - Electronic Markets, 2021 - Springer
Predictive maintenance (PdM) is an important application of the Internet of Things (IoT)
discussed in many companies, especially in the manufacturing industry. PdM uses data …