Sage Journals: Discover world-class research

Retricted access

Research article

First published 2026

Rolling element bearing fault diagnosis: A comparative study of deep learning-based 1-D and 2-D CNN models

Samrat Mandal, Pankaj Bhardwaj, Rajeev Kumar [...]

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

Retricted access

Research article

First published 2025-7

Pseudo-damage simulation and CNN deep learning for damage identification of submerged structure-foundation systems

Ngoc-Lan Pham, Quoc-Bao Ta, Jeong-Tae Kim

Structural Health Monitoring

Retricted access

Research article

First published 2023-7

Vibration-based structural damage detection using 1-D convolutional neural network and transfer learning

Shuai Teng, Gongfa Chen, Zhaocheng Yan [...]

Structural Health Monitoring

Retricted access

Research article

First published 2021-10

Early fault diagnosis of ball screws based on 1-D convolution neural network and orthogonal design

Chen Yin, Yulin Wang, Yan He [...]

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

Retricted access

Research article

First published 2021-7

Misfire detection of diesel engine based on convolutional neural networks

Pan Zhang, Wenzhi Gao, Yong Li [...]

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

Retricted access

Research article

First published 2021-09-15

Experimental analysis for classification of EEG signals using deep learning framework for optimizing accuracy and cost

Bhawna Kaliraman, Manoj Duhan

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

Retricted access

Research article

First published 2022-7

A feature learning-based method for impact load reconstruction and localization of the plate-rib assembled structure

Tao Chen, Liang Guo, Andongzhe Duan [...]

Structural Health Monitoring

Open access

Research article

First published 2024-10

Research on fault diagnosis and feature extraction mechanism visualization of rotating machinery based on improved 1D CNN

Pengfei Pang, Jian Tang(Member CCF), Ting Rui [...]

Advances in Mechanical Engineering

Retricted access

Research article

First published 2025-11

Research on high-speed train bogie condition monitoring and fault intelligent diagnosis based on deep learning

Xiuzhen Yan

Journal of Computational Methods in Sciences and Engineering

Retricted access

Research article

First published 2021-04-12

Study on intelligent anti–electricity stealing early-warning technology based on convolutional neural networks

Nan Pan, Xin Shen, Xiaojue Guo [...]

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

Search results