Jun Pan

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 5

Top Topics

Feature Vectors

Fault Diagnosis

Restricted Boltzmann Machine

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Electron.

Publications

Tongyang Pan, Jinglong Chen, Jun Pan, Zitong Zhou
A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Gen Ping, Jinglong Chen, Tongyang Pan, Jun Pan
Degradation feature extraction using multi-source monitoring data via logarithmic normal distribution based variational auto-encoder. Comput. Ind. 109 (2019)
Jun Pan, Yanyang Zi, Jinglong Chen, Zitong Zhou, Biao Wang
LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification. IEEE Trans. Ind. Electron. 65 (6) (2018)
Ang Yang, Yu Wang, Yanyang Zi, Jinglong Chen, Jun Pan, Yunsheng Liu
Fault diagnosis from visualization perspective using stream statistics. I2MTC (2016)
Zipeng Li, Jinglong Chen, Yangyang Zi, Jun Pan, Yu Wang
Improved VMD for feature visualization to identify wheel set bearing fault of high speed locomotive. I2MTC (2016)