Remaining life prediction methods using operating data and knowledge on mechanisms

BS Lee, HS Chung, KT Kim, FP Ford… - Nuclear engineering and …, 1999 - Elsevier
… Thousands of identical tubes in a SG are exposed to the same operating conditions, and
therefore the degradation of each tube can be treated as a random variable in a statistical …

Remaining useful life prediction of PEMFC systems under dynamic operating conditions

Z Hua, Z Zheng, E Pahon, MC Péra, F Gao - Energy Conversion and …, 2021 - Elsevier
… the prediction accuracy. The HIs of voltage and power are usually used under static conditions
… be directly used under the dynamic operating conditions because they are sensitive to the …

Weibull accelerated failure time regression model for remaining useful life prediction of bearing working under multiple operating conditions

P Kundu, AK Darpe, MS Kulkarni - Mechanical Systems and Signal …, 2019 - Elsevier
… A Weibull Accelerated Failure Time Regression model is presented for bearing remaining
useful life prediction that considers operating conditions and condition monitoring signal …

Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model

N Li, N Gebraeel, Y Lei, L Bian, X Si - Reliability Engineering & System …, 2019 - Elsevier
… Therefore, in this section, we take advantage of this property and propose a F2S2 method
for RUL prediction under time-varying operating conditions. The flowchart of the F2S2 method …

Multi-dimensional recurrent neural network for remaining useful life prediction under variable operating conditions and multiple fault modes

Y Cheng, C Wang, J Wu, H Zhu, CKM Lee - Applied Soft Computing, 2022 - Elsevier
… of prediction accuracy under variable operating conditions, … ) for RUL prediction under
variable operating conditions and … and operating condition data to achieve RUL prediction under …

Transfer learning using deep representation regularization in remaining useful life prediction across operating conditions

W Zhang, X Li, H Ma, Z Luo, X Li - Reliability Engineering & System Safety, 2021 - Elsevier
… data are from the same operating condition. In the real industries… method for remaining useful
life predictions using deep … are from different machinery operating conditions, and no target-…

Remaining useful life prediction considering joint dependency of degradation rate and variation on time-varying operating conditions

H Wang, H Liao, X Ma - IEEE Transactions on Reliability, 2020 - ieeexplore.ieee.org
… , RUL prediction under time-varying operating conditions is … prediction under time-varying
operating conditions. Specially, two critical effects caused by time-varying operating conditions

A framework for predicting the remaining useful life of a single unit under time-varying operating conditions

H Liao, Z Tian - Iie Transactions, 2013 - Taylor & Francis
… evolving in response to the operating conditions. The model is combined … the operating
conditions to predict the unit's RUL through a Bayesian technique. When the operating conditions

Prediction of rolling bearing life under practical operating conditions

B Jacobson, JH Tripp - Tribology Series, 1989 - Elsevier
life of rolling element bearings grew out of the need for life … and operating conditions. In the
intervening 40 years, the LP approach has been successful in making relative life predictions

Health indicators for PEMFC systems life prediction under both static and dynamic operating conditions

Z Hua, Z Zheng, E Pahon, MC Péra… - IECON 2020 the 46th …, 2020 - ieeexplore.ieee.org
… Nevertheless, these two HIs are more suitable for static operating conditions and assume …
operating conditions, the voltage and power are synthetically influenced by the operating