Particle filter-based prognostics: Review, discussion and perspectives

M Jouin, R Gouriveau, D Hissel, MC Péra… - Mechanical Systems and …, 2016 - Elsevier
Particle filters are of great concern in a large variety of engineering fields such as robotics,
statistics or automatics. Recently, it has developed among Prognostics and Health …

Failure prognosis and applications—A survey of recent literature

M Kordestani, M Saif, ME Orchard… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Fault diagnosis and prognosis are some of the most crucial functionalities in complex and
safety-critical engineering systems, and particularly fault diagnosis, has been a subject of …

An improved exponential model for predicting remaining useful life of rolling element bearings

N Li, Y Lei, J Lin, SX Ding - IEEE Transactions on Industrial …, 2015 - ieeexplore.ieee.org
The remaining useful life (RUL) prediction of rolling element bearings has attracted
substantial attention recently due to its importance for the bearing health management. The …

A probabilistic fault detection approach: Application to bearing fault detection

B Zhang, C Sconyers, C Byington… - Ieee transactions on …, 2010 - ieeexplore.ieee.org
This paper introduces a method to detect a fault associated with critical components/
subsystems of an engineered system. It is required, in this case, to detect the fault condition …

Model-based prognostics with concurrent damage progression processes

MJ Daigle, K Goebel - IEEE Transactions on Systems, man …, 2012 - ieeexplore.ieee.org
Model-based prognostics approaches rely on physics-based models that describe the
behavior of systems and their components. These models must account for the several …

Oriented review to potential simulator for faults modeling in diesel engine

HM Nahim, R Younes, H Shraim… - Journal of Marine Science …, 2016 - Springer
This paper presents a literature review on most of the faults and their models that are
considered on a diesel engine. Several faults that may be produced on diesel engine have …

A model-based prognostics approach applied to pneumatic valves

MJ Daigle, K Goebel - … and Health Management Volume 2 (color …, 2011 - books.google.com
Within the area of systems health management, the task of prognostics centers on predicting
when components will fail. Model-based prognostics exploits domain knowledge of the …

Multi-step ahead direct prediction for the machine condition prognosis using regression trees and neuro-fuzzy systems

BS Yang, ACC Tan - Expert systems with applications, 2009 - Elsevier
This paper presents an approach to predict the operating conditions of machine based on
classification and regression trees (CART) and adaptive neuro-fuzzy inference system …

Gas turbine engine prognostics using Bayesian hierarchical models: A variational approach

MA Zaidan, AR Mills, RF Harrison… - Mechanical Systems and …, 2016 - Elsevier
Prognostics is an emerging requirement of modern health monitoring that aims to increase
the fidelity of failure-time predictions by the appropriate use of sensory and reliability …

Particle filter based hybrid prognostics for health monitoring of uncertain systems in bond graph framework

MS Jha, G Dauphin-Tanguy… - Mechanical Systems and …, 2016 - Elsevier
The paper's main objective is to address the problem of health monitoring of system
parameters in Bond Graph (BG) modeling framework, by exploiting its structural and causal …