Improved VMD for feature visualization to identify wheel set bearing fault of high speed locomotive. - Zipeng Li; Jinglong Chen; Yangyang Zi; Jun Pan 003; Yu Wang 043 (I2MTC, 2016)

Fault diagnosis from visualization perspective using stream statistics. - Ang Yang; Yu Wang 043; Yanyang Zi; Jinglong Chen; Jun Pan 003; Yunsheng Liu (I2MTC, 2016)

LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification. - Jun Pan 003; Yanyang Zi; Jinglong Chen; Zitong Zhou; Biao Wang (IEEE Trans. Ind. Electron., 2018)

Degradation feature extraction using multi-source monitoring data via logarithmic normal distribution based variational auto-encoder. - Gen Ping; Jinglong Chen; Tongyang Pan; Jun Pan 003 (Comput. Ind., 2019)

A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection. - Tongyang Pan; Jinglong Chen; Jun Pan 003; Zitong Zhou (IEEE Trans. Instrum. Meas., 2020)