A survey of fault diagnosis and fault-tolerant techniques—Part I: Fault diagnosis with model-based and signal-based approaches

Z Gao, C Cecati, SX Ding - IEEE transactions on industrial …, 2015 - ieeexplore.ieee.org
With the continuous increase in complexity and expense of industrial systems, there is less
tolerance for performance degradation, productivity decrease, and safety hazards, which …

Condition monitoring of rail transport systems: A bibliometric performance analysis and systematic literature review

M Kostrzewski, R Melnik - Sensors, 2021 - mdpi.com
Condition monitoring of rail transport systems has become a phenomenon of global interest
over the past half a century. The approaches to condition monitoring of various rail transport …

Prognostics and health management of electronics

M Pecht - Encyclopedia of structural health monitoring, 2009 - Wiley Online Library
Reliability is the ability of a product or system to perform as intended (ie, without failure and
within specified performance limits) for a specified time, in its life‐cycle environment …

Proton exchange membrane fuel cell degradation prediction based on adaptive neuro-fuzzy inference systems

RE Silva, R Gouriveau, S Jemei, D Hissel… - International Journal of …, 2014 - Elsevier
This paper studies the prediction of the output voltage reduction caused by degradation
during nominal operating condition of a PEM fuel cell stack. It proposes a methodology …

An adaptive prognostic approach via nonlinear degradation modeling: Application to battery data

XS Si - IEEE Transactions on Industrial Electronics, 2015 - ieeexplore.ieee.org
Remaining useful life (RUL) estimation via degradation modeling is considered as one of
the most central components in prognostics and health management. Current RUL …

Remaining useful life prediction and uncertainty quantification of proton exchange membrane fuel cell under variable load

M Bressel, M Hilairet, D Hissel… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Although, the proton exchange membrane fuel cell is a promising clean and efficient energy
converter that can be used to power an entire building in electricity and heat in a combined …

A review of prognostic techniques for high-power white LEDs

B Sun, X Jiang, KC Yung, J Fan… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
High-power white light-emitting diodes (LEDs) have attracted much attention due to their
versatility in a variety of applications and growing demand in markets such as general …

[HTML][HTML] Application of machine learning algorithms in prognostics and health monitoring of electronic systems: A review

D Bhat, S Muench, M Roellig - e-Prime-Advances in Electrical Engineering …, 2023 - Elsevier
In the modern age of digitalization, electronics are fundamental to any engineering system.
With the current strong focus on the Internet of Things (IoT), autonomous vehicles and …

Prediction of remaining useful life by data augmentation technique based on dynamic time warping

S Kim, NH Kim, JH Choi - Mechanical Systems and Signal Processing, 2020 - Elsevier
In the data-driven approaches for engineering prognostics, the lack of run-to-fail (RTF) data
has been one of the bottlenecks that hinders practical applications in the field. In order to …

A new BRB-ER-based model for assessing the lives of products using both failure data and expert knowledge

ZJ Zhou, LL Chang, CH Hu, XX Han… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
It is vital to assess the lives of newly developed products by using failure data from various
testing environments. In the current methods, two steps are generally included. The first step …