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 · 357 citations

Engineering, Electrical Engineering, Mechanical Engineering +17

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 · 345 citations

Engineering, Industrial Engineering, Fault-tolerant Computing +12

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 · 292 citations

Computing, Computer Science, Mechanical Engineering +17

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 · 160 citations

Computing, Mechanical Engineering, Feature Engineering +16

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

Computing, Computer Science, Data Science +17