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Research article

First published 2025

Fusion of 2D-SwinTransformer and 1D-CNN-SENet for bearing fault diagnosis modelling

Xinyu Sha, Fucai Qian, Lin Yan [...]

Journal of Vibration and Control

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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 2024-02-14

An entropy weight variable fuzzy recognition and 1D-CNN deep learning method for general aviation fleet reliability evaluation

Nongtian Chen, Kai Chen, Youchao Sun

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

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Research article

First published 2026

Multi-scale and multi-branch 1D-AM-CNN network for fault diagnosis based on Bayesian data fusion

Yanjie Shen, Shun Cheng, Yan Zhang [...]

Wind Engineering

Open access

Research article

First published 2025-3

A three-stage approach based on 1D-CNNs for AE source localisation on historic fibrous plaster ceilings

Jiaxu Zuo, Brian Sheil, Sinan Acikgoz

Structural Health Monitoring

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Research article

First published 2022-9

1D-CNN-based damage identification method based on piezoelectric impedance using adjustable inductive shunt circuitry for data enrichment

Xin Zhang, Hui Wang, Borui Hou [...]

Structural Health Monitoring

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Research article

First published 2023-08-01

Prediction of the tensile strength of friction stir welded joints based on one-dimensional convolutional neural network

Xiaohong Lu, Chong Ma, Banghua Yang [...]

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

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Research article

First published 2025-5

Effective pre-stress identification in steel strand based on ultrasonic guided wave and 1-dimensional convolutional neural network

Longguan Zhang, Junfeng Jia, Yulei Bai [...]

Structural Health Monitoring

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Research article

First published 2025-1

An integrated deep neural network model combining 1D CNN and LSTM for structural health monitoring utilizing multisensor time-series data

Mohammadreza Ahmadzadeh, Seyed Mehdi Zahrai, Maryam Bitaraf

Structural Health Monitoring

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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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