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Review article

First published 2021-4

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

S Manikandan, K Duraivelu

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2021-11

An accurate and efficient machine fault diagnosis approach using a recurring broad learning model

Li Guo, Runze Li, Bin Jiang

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2025-3

Two-step vibration-based machine learning model for the fault detection and diagnosis in rotating machine and its blind application

Natalia Espinoza-Sepulveda, Jyoti Sinha

Structural Health Monitoring

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Research article

First published 2024-3

Lightweight and intelligent model based on enhanced sparse filtering for rotating machine fault diagnosis

Yunhan Ling, Dianyu Fu, Peng Jiang [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2023-5

Intelligent machine fault diagnosis based on deep transfer convolutional neural network and extreme learning machine

Jian Cen, Zhihao Chen, Yinbo Wu [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025

Category-aware trajectory domain adaptation network for cross-machine fault diagnosis

Qibin Wang, Mingqi Li, Jiacheng Wei [...]

Structural Health Monitoring

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Research article

First published 2010-1

Fault diagnosis based on support vector machines with parameter optimization by an ant colony algorithm

X L Zhang, X F Chen, Z J He

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2023-11

A feature pseudo-fusion method for intelligent fault diagnosis of electro-hydraulic switch machine inspired by contrastive learning

Weigang Wen, Yang Liu, Yihao Bai [...]

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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Review article

First published 2022-8

Automated Transformer fault diagnosis using infrared thermography imaging,GIST and machine learning technique

Amine Mahami, Chemseddine Rahmoune, Mohamed Zair [...]

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2022-12

Multi-feature learning-based extreme learning machine for rolling bearing fault diagnosis

Longkui Zheng, Yang Xiang, Chenxing Sheng

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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