Yongfang Mao

Inverse physics–informed neural networks for digital twin–based bearing fault diagnosis under imbalanced samples

Yi Qin, Hongyu Liu, Yi Wang et al. · Knowledge-Based Systems · 2024 · 124 citations

Fault Diagnosis, Engineering, Imbalanced Samples +7

Parameter sharing adversarial domain adaptation networks for fault transfer diagnosis of planetary gearboxes

Yi Qin, Qunwang Yao, Yi Wang et al. · Mechanical Systems and Signal Processing · 2021 · 119 citations

Artificial Intelligence, Fault Diagnosis, Engineering +10

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

Scenario Generation for Wind Power Using Improved Generative Adversarial Networks

Congmei Jiang, Yongfang Mao, Yi Chai et al. · IEEE Access · 2018 · 105 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

M-band flexible wavelet transform and its application to the fault diagnosis of planetary gear transmission systems

Qin Yi, Yongfang Mao, Baoping Tang et al. · Mechanical Systems and Signal Processing · 2019 · 99 citations

Fault Diagnosis, Condition Monitoring, Engineering +2