[PDF][PDF] Fatigue life prediction based on Bayesian approach to incorporate field data into probability model

D An, JH Choi, NH Kim, S Pattabhiraman - Structural engineering & …, 2011 - mae.ufl.edu
… Due to conservative design, predictionsBayesian technique, which incorporates the field
failure data into prior knowledge, is used to obtain a more dependable prediction of fatigue life. …

Bayesian approach for remaining useful life prediction.

A Mosallam, K Medjaher, N Zerhouni - chemical engineering …, 2013 - hal.science
Prediction of the remaining useful life (RUL) of critical components is a non-trivial task for …
, a Bayesian approach is proposed for predicting the RUL of critical components. The approach

Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction

A Mosallam, K Medjaher, N Zerhouni - Journal of Intelligent Manufacturing, 2016 - Springer
… In this paper a data driven method for RUL prediction based on a Bayesian approach is
proposed. The method builds on unsupervised selection of interesting variables from the input …

Bayesian approach for fatigue life prediction from field data

NH Kim, S Pattabhiraman… - … Expo: Power for …, 2010 - asmedigitalcollection.asme.org
… In this paper, we utilize the Bayesian technique to incorporate the field data with the initial …
Bayesian theorem is utilized to incorporate field data with analytical predictions of fatigue life

A sequential Bayesian approach for remaining useful life prediction of dependent competing failure processes

M Fan, Z Zeng, E Zio, R Kang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… developed an approximated analytical solution for the predicted lifetime, where a two-step …
, we propose a new sequential Bayesian approach for RUL prediction in presence of DCFP. …

Residual-life distributions from component degradation signals: A Bayesian approach

NZ Gebraeel, MA Lawley, R Li, JK Ryan - IiE Transactions, 2005 - Taylor & Francis
… use condition-based information to predict the residual life of devices being monitored. … life
distribution. Specifically, this paper develops a Bayesian updating procedure and residual-life

Residual lifetime prediction for lithium-ion battery based on functional principal component analysis and Bayesian approach

Y Cheng, C Lu, T Li, L Tao - Energy, 2015 - Elsevier
prediction method for Li-ion battery residual lifetime evaluation based on FPCA (functional
principal component analysis) and Bayesian approach. … on which the residual lifetime and the …

A Bayes approach to reliability prediction utilizing data from accelerated life tests and field failure observations

R Pan - Quality and Reliability Engineering International, 2009 - Wiley Online Library
… In this paper we propose a Bayes approach to the integrating of product failure information
from both accelerated tests and field observations. A calibration factor is introduced, which …

A method for remaining useful life prediction of crystal oscillators using the Bayesian approach and extreme learning machine under uncertainty

Z Liu, Y Cheng, P Wang, Y Yu, Y Long - Neurocomputing, 2018 - Elsevier
… of uncertainty in prediction, with an emphasis on predicting the remaining life of the complex
… We propose a Bayesian-OPELM approach to estimate the model parameters that can …

Bayesian approaches to lifetime prediction

F Marsili, J Bödefeld, P Croce… - Safety and Reliability–Safe …, 2018 - taylorfrancis.com
… ABSTRACT: In this paper a framework to predict the remaining lifetime for existing … deterioration
processes and Bayesian analysis is presented. The application of the Bayes’ theorem is …