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Research article

First published 2024-9

Unsupervised learning to detect wear faults in axial piston pumps by the similarity of periodic discharge pressure ripples

Qun Chao, Sijie Lu, Chengliang Liu [...]

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

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Research article

First published 2019-8

Diesel engine injection faults' detection and classification utilizing unsupervised fuzzy clustering techniques

Ezzeddine Ftoutou, Mnaouar Chouchane

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

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Research article

First published 2021-8

A novel approach to machining process fault detection using unsupervised learning

Thomas McLeay, Michael S Turner, Keith Worden

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2024-3

Unsupervised fault detection approach based on depth auto-encoder for photovoltaic power generation system

Jun Zhang, Zongren Chen, Weimei Wu [...]

Journal of Computational Methods in Sciences and Engineering

Open access

Research article

First published 2022-3

Unsupervised adversarial domain adaptive for fault detection based on minimum domain spacing

Zhang Ruicong, Bao Yu, Li Zhongtian [...]

Advances in Mechanical Engineering

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Research article

First published 2019-11

Detection of Insulin Pump Malfunctioning to Improve Safety in Artificial Pancreas Using Unsupervised Algorithms

Lorenzo Meneghetti, Gian Antonio Susto, Simone Del Favero

Journal of Diabetes Science and Technology

Open access

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 2020-2

Feature learning for fault detection in high-dimensional condition monitoring signals

Gabriel Michau, Yang Hu, Thomas Palmé [...]

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

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Research article

First published 2022-8

Temporal signals to images: Monitoring the condition of industrial assets with deep learning image processing algorithms

Gabriel Rodriguez Garcia, Gabriel Michau, Mélanie Ducoffe [...]

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

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Research article

First published 2026-3

Prototype-assisted multiscale graph representation learning-based mechanical fault detection method under complex operating conditions

Wei Xiang, Shujie Liu, Hongkun Li [...]

Structural Health Monitoring

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