Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems

Background and related methods -- Fault diagnosis method based on recurrent convolutional neural network -- Fault diagnosis of rotating machinery gear based on random forest algorithm -- Bearing fault diagnosis under different working conditions based on generative adversarial networks -- Rotating machinery gearbox fault diagnosis based on one-dimensional convolutional neural network and random forest -- Fault diagnosis for rotating machinery gearbox based on improved random forest algorithm -- Imbalanced data fault diagnosis based on hybrid feature dimensionality reduction and varied density based safe level synthetic minority oversampling technique.

• | Author: Rui Yang, Maiying Zhong
• | Publisher: CRC Press
• | Publication Date: Oct 08, 2024
• | Number of Pages: NA pages
• | Language: English
• | Binding: Paperback
• | ISBN-10: 1032147261
• | ISBN-13: 9781032147260