Shifu Yan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Fault Detection

Euclidean Metric

Top Venues

IEEE Trans. Cybern.

Publications

Jiandong Yang, Jiangsheng Li, Shifu Yan, Yangfeng Wang, Ying Zhang, Xuefeng Yan
Fluid catalytic cracking process quality-driven fault detection based on partial least squares and deep feedforward neural network. Trans. Inst. Meas. Control 46 (1) (2024)
Shifu Yan, Xuefeng Yan
Learning Output Relevant Features by Joint Autoencoder. IEEE Trans. Cybern. 54 (2) (2024)
Shifu Yan, Lihua Lv, Xuefeng Yan
Neural representations for quality-related kernel learning and fault detection. Soft Comput. 27 (18) (2023)
Qingchao Jiang, Ziwen Wang, Shifu Yan, Zhixing Cao
Data-Driven Soft Sensing for Batch Processes Using Neural Network-Based Deep Quality-Relevant Representation Learning. IEEE Trans. Artif. Intell. 4 (4) (2023)
Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis. CoRR (2022)
Shifu Yan, Caihua Shan, Wenyi Yang, Bixiong Xu, Dongsheng Li, Lili Qiu, Jie Tong, Qi Zhang
CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis. KDD (2022)
Shifu Yan, Xuefeng Yan
Nonlinear quality-relevant process monitoring based on maximizing correlation neural network. Neural Comput. Appl. 33 (16) (2021)
Qingchao Jiang, Shifu Yan, Hui Cheng, Xuefeng Yan
Local-Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Qingchao Jiang, Shifu Yan, Xuefeng Yan, Hui Yi, Furong Gao
Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring. IEEE Trans. Ind. Informatics 16 (4) (2020)
Shifu Yan, Xuefeng Yan
Design teacher and supervised dual stacked auto-encoders for quality-relevant fault detection in industrial process. Appl. Soft Comput. 81 (2019)