Ningyun Lu

Sub‐PCA modeling and on‐line monitoring strategy for batch processes

Ningyun Lu, Furong Gao, Fuli Wang · AIChE Journal · 2004 · 266 citations · Full text

Stage-based soft-transition multiple PCA modeling and on-line monitoring strategy for batch processes

Chunhui Zhao, Fuli Wang, Ningyun Lu et al. · Journal of Process Control · 2007 · 197 citations

Engineering, Industrial Engineering, On-line Monitoring Strategy +13

A Descriptor System Approach for Estimation of Incipient Faults With Application to High-Speed Railway Traction Devices

Yunkai Wu, Bin Jiang, Ningyun Lu · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 197 citations

Fault Diagnosis, Descriptor System Approach, Reliability Engineering +15

Deep PCA Based Real-Time Incipient Fault Detection and Diagnosis Methodology for Electrical Drive in High-Speed Trains

Hongtian Chen, Bin Jiang, Ningyun Lu et al. · IEEE Transactions on Vehicular Technology · 2018 · 187 citations

Fault Diagnosis, Engineering, Machine Learning +19

Stage-Based Process Analysis and Quality Prediction for Batch Processes

Ningyun Lu, Furong Gao · Industrial & Engineering Chemistry Research · 2005 · 133 citations

Industrial Design, Engineering, Online Quality Prediction +15