Jianghong Zhou

Relationship Transfer Domain Generalization Network for Rotating Machinery Fault Diagnosis Under Different Working Conditions

Quan Qian, Jianghong Zhou, Yi Qin · IEEE Transactions on Industrial Informatics · 2023 · 166 citations

Artificial Intelligence, Fault Diagnosis, Engineering +20

Health indicator construction by quadratic function-based deep convolutional auto-encoder and its application into bearing RUL prediction

Dingliang Chen, Yi Qin, Yi Wang et al. · ISA Transactions · 2020 · 165 citations

Convolutional Neural Network, Image Analysis, Machine Learning +8

Remaining useful life prediction of bearings by a new reinforced memory GRU network

Jianghong Zhou, Yi Qin, Dingliang Chen et al. · Advanced Engineering Informatics · 2022 · 142 citations

Engineering, Life Prediction, Civil Engineering +6

A new supervised multi-head self-attention autoencoder for health indicator construction and similarity-based machinery RUL prediction

Yi Qin, Jiahong Yang, Jianghong Zhou et al. · Advanced Engineering Informatics · 2023 · 110 citations

Engineering, Machine Learning, Data Science +10

Unsupervised Health Indicator Construction by a Novel Degradation-Trend-Constrained Variational Autoencoder and Its Applications

Yi Qin, Jianghong Zhou, Dingliang Chen · IEEE/ASME Transactions on Mechatronics · 2021 · 108 citations

Engineering, Machine Learning, Life Prediction +16