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 …
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
… 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 …
… 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
… A Weibull Accelerated Failure Time Regression model is presented for bearing remaining
useful life prediction that considers operating conditions and condition monitoring signal …
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
… 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 …
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
… of prediction accuracy under variable operating conditions, … ) for RUL prediction under
variable operating conditions and … and operating condition data to achieve 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
… 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-…
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 …
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
… 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 …
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 …
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
… 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 …
operating conditions, the voltage and power are synthetically influenced by the operating …
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