[PDF][PDF] Fatigue life prediction based on Bayesian approach to incorporate field data into probability model
… Due to conservative design, predictions … Bayesian technique, which incorporates the field
failure data into prior knowledge, is used to obtain a more dependable prediction of fatigue life. …
failure data into prior knowledge, is used to obtain a more dependable prediction of fatigue life. …
Bayesian approach for remaining useful life prediction.
… 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 …
, 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
… 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 …
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 …
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
… 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. …
, we propose a new sequential Bayesian approach for RUL prediction in presence of DCFP. …
Residual-life distributions from component degradation signals: A Bayesian approach
… 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 …
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
… 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 …
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 …
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 …
… 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 …
processes and Bayesian analysis is presented. The application of the Bayes’ theorem is …
相关搜索
- fatigue life prediction bayesian approach
- remaining useful life prediction bayesian approach
- residual lifetime prediction bayesian approach
- life prediction learning machine
- life prediction lithium ion
- life prediction method
- life prediction condition monitoring
- bayesian approaches useful life estimation
- life prediction dependent competing failure processes
- classical and bayesian approach
- residual life predictions degradation knowledge
- fatigue life prediction field data
- life prediction sequential bayesian approach
- fatigue life prediction bayesian framework
- useful life prediction
- remaining useful life prediction wiener process