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First published 2021-8

A comparative study of data-driven and physics-based gas turbine fault recognition approaches

Juan Luis Pérez-Ruiz, Igor Loboda, Iván González-Castillo [...]

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

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Research article

First published 2023-10

Collaborative data-driven reliability analysis of multi-state fault trees

Parisa Niloofar, Sanja Lazarova-Molnar

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

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Research article

First published 2024-02-14

Voltage difference over-limit fault prediction of energy storage battery cluster based on data driven method

Weisen Zhao

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

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Research article

First published 2020-8

A hybrid data-driven fault detection strategy with application to navigation sensors

Huahui Yang, Chen Meng, Cheng Wang

Measurement and Control

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Research article

First published 2011-10

Analysis of model-based sensor fault diagnosis with application to a motor-driven power steering system

Hyeongcheol Lee

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-11

Simulation-driven unsupervised fault diagnosis of rolling bearing under time-varying speeds

Zhenli Xu, Guiji Tang, Bin Pang

Structural Health Monitoring

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Research article

First published 2022-12

Data-driven fault-tolerant control for unmanned aerial vehicles without using identification model

Duo Zheng, Xinghua Xu, Defu Lin

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2020-6

Parity-based robust data-driven fault detection for nonlinear systems using just-in-time learning approach

Muhammad Asim Abbasi, Abdul Qayyum Khan, Muhammad Abid [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2021-7

Simulation data driven weakly supervised adversarial domain adaptation approach for intelligent cross-machine fault diagnosis

Kun Yu, Qiang Fu, Hui Ma [...]

Structural Health Monitoring

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Research article

First published 2022-7

Data-driven dictionary design–based sparse classification method for intelligent fault diagnosis of planet bearings

Yun Kong, Zhaoye Qin, Tianyang Wang [...]

Structural Health Monitoring

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