A comprehensive review of bat inspired algorithm: Variants, applications, and hybridization
Bat algorithm (BA) is one of the promising metaheuristic algorithms. It proved its efficiency in
dealing with various optimization problems in diverse fields, such as power and energy …
dealing with various optimization problems in diverse fields, such as power and energy …
A review of early fault diagnosis approaches and their applications in rotating machinery
Y Wei, Y Li, M Xu, W Huang - Entropy, 2019 - mdpi.com
Rotating machinery is widely applied in various types of industrial applications. As a
promising field for reliability of modern industrial systems, early fault diagnosis (EFD) …
promising field for reliability of modern industrial systems, early fault diagnosis (EFD) …
Basic research on machinery fault diagnostics: Past, present, and future trends
Machinery fault diagnosis has progressed over the past decades with the evolution of
machineries in terms of complexity and scale. High-value machineries require condition …
machineries in terms of complexity and scale. High-value machineries require condition …
Predictive monitoring of incipient faults in rotating machinery: a systematic review from data acquisition to artificial intelligence
Predictive maintenance is one of the major tasks in today's modern industries. All rotating
machines consisting of rotating elements such as gears, bearings etc are considered as the …
machines consisting of rotating elements such as gears, bearings etc are considered as the …
Detection of faulty high speed wind turbine bearing using signal intensity estimator technique
M Elforjani, S Shanbr, E Bechhoefer - Wind Energy, 2018 - Wiley Online Library
Bearings are typically used in wind turbines to support shafts and gears that increase
rotational speed from a low speed rotor to a higher speed electrical generator. For various …
rotational speed from a low speed rotor to a higher speed electrical generator. For various …
Efficient gear fault feature selection based on moth-flame optimisation in discrete wavelet packet analysis domain
Rotating machinery—a crucial component in modern industry, requires vigilant monitoring
such that any potential malfunction of its electromechanical systems can be detected prior to …
such that any potential malfunction of its electromechanical systems can be detected prior to …
[HTML][HTML] Comparing torsional and lateral vibration data for deep learning-based drive train gear diagnosis
J Miettinen, S Haikonen, I Koene… - … Systems and Signal …, 2023 - Elsevier
Deep learning-based fault diagnosis models have been demonstrated to recognise machine
health conditions from vibration data. However, most related studies have focused on lateral …
health conditions from vibration data. However, most related studies have focused on lateral …
Ensemble feature selection method based on bio-inspired algorithms for multi-objective classification problem
Feature selection is a challenging task, specifically in achieving an optimal solution. This is
due to the difficulties in choosing the most suitable feature selection method as they tend to …
due to the difficulties in choosing the most suitable feature selection method as they tend to …
Evaluation model of enterprise operation based on BP neural network optimization algorithm
Y Zhang, Z Hu, L Ji, N Sun, Y Lin - Journal of Physics …, 2020 - iopscience.iop.org
The parameter selection of the traditional BP neural network (BPNN) has randomness,
which makes the network prone to local extreme values during the calculation process. In …
which makes the network prone to local extreme values during the calculation process. In …
[引用][C] Automatic fault diagnosis method for wind turbine generator systems driven by vibration signals
Y Pang, L Jia, Z Liu, Q Gao - International Journal of Performability …, 2018 - ijpe-online.com
An automatic fault diagnosis method for the wind turbine generator system (WTGS) driven by
vibration signal is proposed in this paper. In this method, the vibration signal is used to drive …
vibration signal is proposed in this paper. In this method, the vibration signal is used to drive …