A review on prognostic techniques for non-stationary and non-linear rotating systems

MS Kan, ACC Tan, J Mathew - Mechanical Systems and Signal Processing, 2015 - Elsevier
The field of prognostics has attracted significant interest from the research community in
recent times. Prognostics enables the prediction of failures in machines resulting in benefits …

Risk analysis and assessment methodologies in the work sites: On a review, classification and comparative study of the scientific literature of the period 2000–2009

PK Marhavilas, D Koulouriotis, V Gemeni - Journal of Loss Prevention in …, 2011 - Elsevier
The objective of this work is to determine and study, analyze and elaborate, classify and
categorize the main risk analysis and risk-assessment methods and techniques by …

Failure diagnosis using deep belief learning based health state classification

P Tamilselvan, P Wang - Reliability Engineering & System Safety, 2013 - Elsevier
Effective health diagnosis provides multifarious benefits such as improved safety, improved
reliability and reduced costs for operation and maintenance of complex engineered systems …

Prognostic modelling options for remaining useful life estimation by industry

JZ Sikorska, M Hodkiewicz, L Ma - Mechanical systems and signal …, 2011 - Elsevier
Over recent years a significant amount of research has been undertaken to develop
prognostic models that can be used to predict the remaining useful life of engineering …

Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life

C Hu, BD Youn, P Wang, JT Yoon - Reliability Engineering & System Safety, 2012 - Elsevier
Prognostics aims at determining whether a failure of an engineered system (eg, a nuclear
power plant) is impending and estimating the remaining useful life (RUL) before the failure …

A literature review and future perspectives on maintenance optimization

A Sharma, GS Yadava, SG Deshmukh - Journal of Quality in …, 2011 - emerald.com
Purpose–The purpose of this paper is to review the literature on maintenance optimization
models and associated case studies. For these optimization models critical observations are …

[图书][B] From prognostics and health systems management to predictive maintenance 1: Monitoring and prognostics

R Gouriveau, K Medjaher, N Zerhouni - 2016 - books.google.com
This book addresses the steps needed to monitor health assessment systems and the
anticipation of their failures: choice and location of sensors, data acquisition and processing …

Stationary, second use battery energy storage systems and their applications: A research review

B Faessler - Energies, 2021 - mdpi.com
The global demand for electricity is rising due to the increased electrification of multiple
sectors of economic activity and an increased focus on sustainable consumption …

Estimation of remaining useful life of ball bearings using data driven methodologies

E Sutrisno, H Oh, ASS Vasan… - 2012 ieee conference on …, 2012 - ieeexplore.ieee.org
This paper describes the three methodologies used by CALCE in their winning entry for the
IEEE 2012 PHM Data Challenge competition. An experimental data set from seventeen ball …

Recent trends and challenges in predictive maintenance of aircraft's engine and hydraulic system

K Khan, M Sohaib, A Rashid, S Ali, H Akbar… - Journal of the Brazilian …, 2021 - Springer
Predictive maintenance (PM) strategies are based on real-time data for diagnosis of
impending failure and prognosis of machine health. It is a proactive process, which needs …