Jun Pan

Generator bearing fault diagnosis for wind turbine via empirical wavelet transform using measured vibration signals

Jinglong Chen, Jun Pan, Zipeng Li et al. · Renewable Energy · 2015 · 352 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Independence-oriented VMD to identify fault feature for wheel set bearing fault diagnosis of high speed locomotive

Zipeng Li, Jinglong Chen, Yanyang Zi et al. · Mechanical Systems and Signal Processing · 2016 · 334 citations

Fault Diagnosis, Condition Monitoring, Engineering +7

LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification

Jun Pan, Yanyang Zi, Jinglong Chen et al. · IEEE Transactions on Industrial Electronics · 2017 · 290 citations

Artificial Intelligence, Fault Diagnosis, Intelligent Fault Diagnosis +14

Mono-component feature extraction for mechanical fault diagnosis using modified empirical wavelet transform via data-driven adaptive Fourier spectrum segment

Jun Pan, Jinglong Chen, Yanyang Zi et al. · Mechanical Systems and Signal Processing · 2015 · 159 citations

Fault Diagnosis, Condition Monitoring, Mechanical Fault Diagnosis +12

Degradation feature extraction using multi-source monitoring data via logarithmic normal distribution based variational auto-encoder

Gen Ping, Jinglong Chen, Tongyang Pan et al. · Computers in Industry · 2019 · 58 citations

Condition Monitoring, Statistical Signal Processing, Image Analysis +13