Ruiguan Lin

Hybrid multimodal fusion with deep learning for rolling bearing fault diagnosis

Changchang Che, Huawei Wang, Xiaomei Ni et al. · Measurement · 2020 · 88 citations

Fault Diagnosis, Machine Vision, Image Analysis +12

Attention-based Gate Recurrent Unit for remaining useful life prediction in prognostics

Ruiguan Lin, Huawei Wang, Minglan Xiong et al. · Applied Soft Computing · 2023 · 74 citations

Prognostic Evaluation, Engineering, Machine Learning +10

Residual Life Prediction of Aeroengine Based on 1D-CNN and Bi-LSTM

Changchang Che, Huawei Wang, Xiaomei Ni et al. · Journal of Mechanical Engineering · 2021 · 24 citations · Full text

Remaining useful life prediction in prognostics using multi-scale sequence and Long Short-Term Memory network⋆

Ruiguan Lin, Yaowei Yu, Huawei Wang et al. · Journal of Computational Science · 2021 · 24 citations

Multi-scale Sequence, Prognostic Evaluation, Engineering +8

Semi-supervised multitask deep convolutional generative adversarial network for unbalanced fault diagnosis of rolling bearing

Changchang Che, Huawei Wang, Ruiguan Lin et al. · Journal of the Brazilian Society of Mechanical Sciences and Engineering · 2022 · 19 citations

Fault Diagnosis, Engineering, Machine Learning +6