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Research article

First published 2025

Damage identification of CFRP laminate based on cascaded wavelet scattering transform and 1D convolutional neural network

Shizeng Lu, Huijun Dong

Transactions of the Institute of Measurement and Control

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Research article

First published 2024-9

Mental fatigue recognition study based on 1D convolutional neural network and short-term ECG signals

Ruijuan Chen, Rui Wang, Jieying Fei [...]

Technology and Health Care

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Research article

First published 2025-4

Data-driven motion estimation for cable-driven end-effectors through parallel 1D-convolution and recurrent neural networks with attention

Yongfa Chen, Xinzhou Xu, Ziqian Li [...]

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

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Research article

First published 2026

1D-convolutional neural network for detection of disbonding in a stiffened aluminum panel using Lamb wave responses

Kamal Kishor Prajapati, Anup Ghosh, Mira Mitra

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

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Research article

First published 2024

Performance analysis of genetically optimized 1D-convolutional neural network architecture for rotor system fault detection and diagnosis

Sudhar Rajagopalan, Jaskaran Singh, Ashish Purohit

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

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Research article

First published 2025

A robust approach for anomaly detection using 1D convolutional Siamese neural networks to enhance structural health monitoring in dams

Christian Tutivén, Luis Moyón, Fernando Salazar

Structural Health Monitoring

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Research article

First published 2025

A Bayesian-optimized 1D CNN-based outlier detection approach for wireless sensor networks

Somia Bibi, Chafiq Titouna, Faiza Titouna

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-7

A reliable fake news detection model using a hybrid convolution (1D-2D)-based adaptive temporal convolutional network with feature extraction

Vikash Kishore, Mukesh Kumar

Intelligent Decision Technologies

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Research article

First published 2026-1

Acoustic monitoring of wind turbine blades using wavelet packet analysis and 1D convolutional neural networks

Fangfang Liu, Wenxian Yang, Kexiang Wei [...]

Structural Health Monitoring

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Research article

First published 2025-12

Cascading effects detection and multiple components faults classification in power converters based on multi-sensor fusion approach and 1D-convolutional neural network

Akanksha Chaturvedi, Sanjay K Chaturvedi, Monalisa Sarma

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

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