Fault diagnosis of traction transformer based on Bayesian network

Y **ao, W Pan, X Guo, S Bi, D Feng, S Lin - Energies, 2020 - mdpi.com
As the core equipment of a traction power supply system, the traction transformer is very
important to ensure the safe and reliable operation of the system. At present, the three-ratio …

Model-based fault diagnosis and prognosis of dynamic systems: A review

T Ekanayake, D Dewasurendra, S Abeyratne, L Ma… - Procedia …, 2019 - Elsevier
In maintenance of engineering systems, condition monitoring, fault diagnosis and fault
prognosis constitute some of the principal tasks. With the increase of the number of …

An RBMs-BN method to RUL prediction of traction converter of CRH2 trains

C Zhang, C Wang, N Lu, B Jiang - Engineering Applications of Artificial …, 2019 - Elsevier
Remaining useful life (RUL) prediction is essential to ensure safety and reliability of
engineering systems. To achieve better prediction performance, causalities among the …

Adaptive fault diagnosis and decision-making method based on multi-spectrum evaluation and fusion for traction motor bearings

X Zhang, Y Li, Y Liu, D Li, X Chen - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Traction motor bearings are critical research objects of motor fault diagnosis due to their
high failure rate. Nowadays, numerous frequency-domain analysis methods have been …