A comprehensive survey on support vector machine classification: Applications, challenges and trends

J Cervantes, F Garcia-Lamont, L Rodríguez-Mazahua… - Neurocomputing, 2020 - Elsevier
In recent years, an enormous amount of research has been carried out on support vector
machines (SVMs) and their application in several fields of science. SVMs are one of the …

[HTML][HTML] A review of the wavelet transform for durability and structural health monitoring in automotive applications

CH Chin, S Abdullah, AK Ariffin, SSK Singh… - Alexandria Engineering …, 2024 - Elsevier
This article focuses on a thorough review of the utilisation of the wavelet transform in the
analysis of durability and structural health monitoring in automotive components. The …

Multi-scale and multi-layer perceptron hybrid method for bearings fault diagnosis

S **e, Y Li, H Tan, R Liu, F Zhang - International Journal of Mechanical …, 2022 - Elsevier
The progressive growth in demand and requirements for bearing problem diagnostics in the
operating segment of trains has resulted from an increase in train speed and the …

A novel deep autoencoder and hyperparametric adaptive learning for imbalance intelligent fault diagnosis of rotating machinery

W Li, Z Shang, M Gao, S Qian, B Zhang… - … Applications of Artificial …, 2021 - Elsevier
Relying on the purpose of transmitting force and torque, rotating machinery is widely used in
various industrial equipment. The failure of rotating machinery leads to large maintenance …

Research on fault diagnosis technology of centrifugal pump blade crack based on PCA and GMM

S Cao, Z Hu, X Luo, H Wang - Measurement, 2021 - Elsevier
Centrifugal pumps are widely used in modern industry, and blades are the key parts of it.
The cracks on blades may result in a very serious consequence. In this paper, a fault …

Fault diagnosis of various rotating equipment using machine learning approaches–A review

S Manikandan, K Duraivelu - Proceedings of the Institution of …, 2021 - journals.sagepub.com
Fault diagnosis of various rotating equipment plays a significant role in industries as it
guarantees safety, reliability and prevents breakdown and loss of any source of energy …