Siwei Lou

Data-Driven Fault Diagnosis Using Deep Canonical Variate Analysis and Fisher Discriminant Analysis

Ping Wu, Siwei Lou, Xujie Zhang et al. · IEEE Transactions on Industrial Informatics · 2020 · 78 citations

Fisher Discriminant Analysis, Fault Diagnosis, Engineering +13

Fault Diagnosis of Blast Furnace Iron-Making Process With a Novel Deep Stationary Kernel Learning Support Vector Machine Approach

Siwei Lou, Chunjie Yang, Ping Wu et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 56 citations

Fault Diagnosis, Deep Stationary Kernel, Support Vector Machine +14

A multi-feature extraction technique based on principal component analysis for nonlinear dynamic process monitoring

Lingling Guo, Ping Wu, Siwei Lou et al. · Journal of Process Control · 2019 · 45 citations

Condition Monitoring, Multi-feature Extraction Technique, Engineering +13

A Local Dynamic Broad Kernel Stationary Subspace Analysis for Monitoring Blast Furnace Ironmaking Process

Siwei Lou, Chunjie Yang, Ping Wu · IEEE Transactions on Industrial Informatics · 2022 · 35 citations

Fault Diagnosis, Engineering, Industrial Engineering +18

Collaborative Extraction of Intervariable Coupling Relationships and Dynamics for Prediction of Silicon Content in Blast Furnaces

Liyuan Kong, Chunjie Yang, Siwei Lou et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 27 citations

Engineering, Machine Learning, Industrial Engineering +24