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Research article

First published 2024-9

Performance evaluation of deep learning approaches for fault diagnosis of rotational mechanical systems using vibration,sound,and acoustic emission signals

T Praveen Kumar, R Buvaanesh, M Saimurugan [...]

Journal of Low Frequency Noise,Vibration and Active Control

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Research article

First published 2025

FD-Zero framework: LLM-based diagnosis framework for zero-shot mechanical time-domain signals

Guangsheng Ran, Xueyi Li, Ming Li [...]

Structural Health Monitoring

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Research article

First published 2004-11

Fault diagnosis by fuzzy-statistical reasoning

Dan Stefanoiu

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-7

Bridge anomaly detection based on reconstruction error and structural similarity of unsupervised convolutional auto-encoder

Shuai Teng, Zongchao Liu, Wenjun Luo [...]

Structural Health Monitoring

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Research article

First published 2019-7

Deep variational auto-encoders: A promising tool for dimensionality reduction and ball bearing elements fault diagnosis

Gabriel San Martin, Enrique López Droguett, Viviane Meruane [...]

Structural Health Monitoring

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Research article

First published 2013-7

Engine fault detection using angle domain signal envelope algorithm

Yimin Shao, Yan Ding, Chris K Mechefske

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

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Research article

First published 2019-9

Performance degradation assessment of slewing bearings based on deep auto-encoder and optimized particle filtering

Yubin Pan, Rongjing Hong, Jie Chen [...]

Journal of Vibration and Control

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Review article

First published 2024-2

LN-MRSCAE: A novel deep learning based denoising method for mechanical vibration signals

Wenliao Du, Lingkai Yang, Hongchao Wang [...]

Journal of Vibration and Control

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Research article

First published 2024-12

An innovative approach to vibration signal denoising and fault diagnosis using attention-enriched joint learning

Feifan Xiang, Zili Wang, Lemiao Qiu [...]

Journal of Vibration and Control

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Research article

First published 2021-2

A novel fusion approach of deep convolution neural network with auto-encoder and its application in planetary gearbox fault diagnosis

Fafa Chen, Lili Liu, Baoping Tang [...]

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

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