Jianping Yan

CNN parameter design based on fault signal analysis and its application in bearing fault diagnosis

Diwang Ruan, Jin Wang, Jianping Yan et al. · Advanced Engineering Informatics · 2023 · 352 citations · Full text

Collaborative Optimization of CNN and GAN for Bearing Fault Diagnosis under Unbalanced Datasets

Diwang Ruan, Xinzhou Song, Clemens Gühmann et al. · Lubricants · 2021 · 48 citations · Full text

Fault Diagnosis, Unbalanced Datasets, Convolutional Neural Network +11

Light convolutional neural network by neural architecture search and model pruning for bearing fault diagnosis and remaining useful life prediction

Diwang Ruan, Jinzhao Han, Jianping Yan et al. · Scientific Reports · 2023 · 32 citations · Full text

Dynamics Modeling of Bearing with Defect in Modelica and Application in Direct Transfer Learning from Simulation to Test Bench for Bearing Fault Diagnosis

Diwang Ruan, Yuxiang Chen, Clemens Gühmann et al. · Electronics · 2022 · 30 citations · Full text

Fault Diagnosis, Dynamics Modeling, Engineering +20

Fuzzy-Membership-Based Framework for Task Transfer Learning Between Fault Diagnosis and RUL Prediction

Diwang Ruan, Yuheng Wu, Jianping Yan et al. · IEEE Transactions on Reliability · 2022 · 27 citations

Artificial Intelligence, Fault Diagnosis, Engineering +22