Guangrui Wen

Weld image deep learning-based on-line defects detection using convolutional neural networks for Al alloy in robotic arc welding

Zhifen Zhang, Guangrui Wen, Shanben Chen · Journal of Manufacturing Processes · 2019 · 311 citations

Convolutional Neural Network, Machine Vision, Machine Learning +12

A novel bearing fault diagnosis method based on 2D image representation and transfer learning-convolutional neural network

Ping Ma, Hongli Zhang, Wenhui Fan et al. · Measurement Science and Technology · 2019 · 145 citations

Fault Diagnosis, Image Analysis, Machine Vision +15

A Multisource Dense Adaptation Adversarial Network for Fault Diagnosis of Machinery

Ziling Huang, Zihao Lei, Guangrui Wen et al. · IEEE Transactions on Industrial Electronics · 2021 · 104 citations

Artificial Intelligence, Fault Diagnosis, Intelligent Fault Diagnosis +14

Audible Sound-Based Intelligent Evaluation for Aluminum Alloy in Robotic Pulsed GTAW: Mechanism, Feature Selection, and Defect Detection

Zhifen Zhang, Guangrui Wen, Shanben Chen · IEEE Transactions on Industrial Informatics · 2017 · 99 citations

Fault Diagnosis, Condition Monitoring, Engineering +14

Prior knowledge-embedded meta-transfer learning for few-shot fault diagnosis under variable operating conditions

Zihao Lei, Ping Zhang, Yuejian Chen et al. · Mechanical Systems and Signal Processing · 2023 · 97 citations

Artificial Intelligence, Fault Diagnosis, Few-shot Fault Diagnosis +9