Data-driven approach of FS-SKPLS monitoring with application to wastewater treatment process. - Zelin Ren; Jianxing Liu; Zhiyong She; Chengming Yang; Han Yu (ICIT, 2016)

Fault Detection and process monitoring of industrial process based on spherical kernel T-PLS. - Zelin Ren; Jian Hou 001; Hongpeng Zhou (IECON, 2016)

A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection. - Zelin Ren; Wensheng Zhang 002; Zhizhong Zhang 001 (IEEE Trans. Ind. Informatics, 2020)

Learnable Faster Kernel-PCA for Nonlinear Fault Detection: Deep Autoencoder-Based Realization. - Zelin Ren; Xuebing Yang; Yuchen Jiang; Wensheng Zhang 002 (CoRR, 2021)

Quality-related fault diagnosis based on k-nearest neighbor rule for non-linear industrial processes. - Zelin Ren; Yongqiang Tang; Wensheng Zhang 002 (Int. J. Distributed Sens. Networks, 2021)

Learnable faster kernel-PCA for nonlinear fault detection: Deep autoencoder-based realization. - Zelin Ren; Yuchen Jiang; Xuebing Yang; Yongqiang Tang; Wensheng Zhang 002 (J. Ind. Inf. Integr., 2024)