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Research article

First published 2012-1

Rotor health monitoring combining spin tests and data-driven anomaly detection methods

Ali Abdul-Aziz, Mark R Woike, Nikunj C Oza [...]

Structural Health Monitoring

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Research article

First published 2026

Anomaly identification and correction of multi-dimensional operating conditions for a data-driven vehicle noise and vibration platform based on fusion of deep learning models

Tao Wang, Zhien Liu, Wan Chen [...]

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

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Research article

First published 2025

A data-driven approach to spatial zoning and anomaly detection in the dynamic real estate network

Satyaki Basu Sarbadhikary, Archi Roy, Soudeep Deb

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2026

A multi-source data fusion anomaly detection method for new energy vehicle bearings based on electric drive-adaptive heterogeneous feature collaborative learning

Chengrui Qi

Journal of Vibration and Control

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Research article

First published 2025

A hybrid KSFA-ICA-MVNCA framework for shape quality monitoring and anomaly tracing in cold rolling of high-strength steel

Chi Lin, Xiaomin Zhou, Hechuan Song [...]

Ironmaking & Steelmaking: Processes,Products and Applications

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Research article

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 2026

Abnormal furnace condition perception of blast furnace based on cross-modal knowledge collaboration under low resource samples

Xiaojie Liu, Yanping Geng, Haotian Xu [...]

Ironmaking & Steelmaking: Processes,Products and Applications

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Research article

First published 2023-3

An MPPCA-based approach for anomaly detection of structures under multiple operational conditions and missing data

Zhi Ma, Yaozhi Luo, Chung-Bang Yun [...]

Structural Health Monitoring

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Research article

First published 2001-3

A statistical approach to multivariate measurement validation

Andrew J. Fry

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-1

Unsupervised deep learning approach for structural anomaly detection using probabilistic features

Hua-Ping Wan, Yi-Kai Zhu, Yaozhi Luo [...]

Structural Health Monitoring

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