Dongfang Zhao

Enhanced data-driven fault diagnosis for machines with small and unbalanced data based on variational auto-encoder

Dongfang Zhao, Shulin Liu, Dan Gu et al. · Measurement Science and Technology · 2019 · 135 citations

Computing, Computer Science, Feature Engineering +16

Deep branch attention network and extreme multi-scale entropy based single vibration signal-driven variable speed fault diagnosis scheme for rolling bearing

Dongfang Zhao, Shulin Liu, Hongyi Du et al. · Advanced Engineering Informatics · 2022 · 96 citations

Engineering, Mechanical Engineering, Maintenance Engineering +15

Improved multi-scale entropy and it's application in rolling bearing fault feature extraction

Dongfang Zhao, Shulin Liu, Dan Gu et al. · Measurement · 2019 · 53 citations

Computing, Mechanical Engineering, Feature Engineering +12

Deep Rational Attention Network With Threshold Strategy Embedded for Mechanical Fault Diagnosis

Dongfang Zhao, Hongli Zhang, Shulin Liu et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 36 citations

Computing, Computer Science, Computer Vision +16

Parallel multi-scale entropy and it's application in rolling bearing fault diagnosis

Dongfang Zhao, Shulin Liu, Shouguo Cheng et al. · Measurement · 2020 · 33 citations

Computing, Mechanical Engineering, Multiscale Modeling +12