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 · 79 citations

Computing, Computer Science, Data Science +17

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 · 57 citations

Computing, Computer Science, Industrial Engineering +17

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 · 48 citations

Engineering, Chemical Engineering, Systems Engineering +16

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 · 37 citations

Engineering, Industrial Engineering, Systems Engineering +17

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

Computing, Data Science, Data Mining +16