Sign in
Siwei Lou
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 12
Top Topics
Kernel Learning
Support Vector
Fault Diagnosis
Wheel Slip
Top Venues
IEEE Trans. Instrum. Meas.
IEEE Trans. Ind. Informatics
IEEE Access
IEEE Trans. Circuits Syst. II Express Briefs
</>
Publications
</>
Duojin Yan
,
Chunjie Yang
,
Shuming Sun
,
Siwei Lou
,
Liyuan Kong
,
Yuyan Zhang
One-Sided Relational Autoencoder With Seasonal-Trend Decomposition to Extract Process Correlations for Molten Iron Quality Prediction.
IEEE Trans. Instrum. Meas.
73 (2024)
Yuelin Yang
,
Chunjie Yang
,
Shuming Sun
,
Siwei Lou
,
Xiong zhuo Zhu
,
Xujie Zhang
Igniting Advancements in Iron-Making Process Monitoring: Exploring a Novel and Cutting-Edge Joint Sparse-Constrained Data-Dependent Kernel CVA Method.
IEEE Trans. Instrum. Meas.
73 (2024)
Siwei Lou
,
Chunjie Yang
,
Xujie Zhang
,
Ping Wu
Novel Data-Driven Deep Learning Assisted CVA for Ironmaking System Prediction and Control.
IEEE Trans. Circuits Syst. II Express Briefs
70 (12) (2023)
Liyuan Kong
,
Chunjie Yang
,
Siwei Lou
,
Yu Cai
,
Xiaoke Huang
,
Mingyang Sun
Collaborative Extraction of Intervariable Coupling Relationships and Dynamics for Prediction of Silicon Content in Blast Furnaces.
IEEE Trans. Instrum. Meas.
72 (2023)
Siwei Lou
,
Chunjie Yang
,
Ping Wu
A Local Dynamic Broad Kernel Stationary Subspace Analysis for Monitoring Blast Furnace Ironmaking Process.
IEEE Trans. Ind. Informatics
19 (4) (2023)
Yuchen Zhao
,
Chunjie Yang
,
Hang Xiao
,
Yaoyao Bao
,
Siwei Lou
,
Jiayun Mao
,
Huanyu Liao
An End-to-End Multisource Information Fusion Framework for f-CaO Content Soft Sensing in Cement Clinker Burning Process.
IEEE Trans. Instrum. Meas.
72 (2023)
Siwei Lou
,
Chunjie Yang
,
Xiongzhuo Zhu
,
Hanwen Zhang
,
Ping Wu
Adaptive dynamic inferential analytic stationary subspace analysis: A novel method for fault detection in blast furnace ironmaking process.
Inf. Sci.
642 (2023)
Siwei Lou
,
Chunjie Yang
,
Ping Wu
,
Liyuan Kong
,
Yonghong Xu
Fault Diagnosis of Blast Furnace Iron-Making Process With a Novel Deep Stationary Kernel Learning Support Vector Machine Approach.
IEEE Trans. Instrum. Meas.
71 (2022)
Ping Wu
,
Siwei Lou
,
Xujie Zhang
,
Jiajun He
,
Yichao Liu
,
Jinfeng Gao
Data-Driven Fault Diagnosis Using Deep Canonical Variate Analysis and Fisher Discriminant Analysis.
IEEE Trans. Ind. Informatics
17 (5) (2021)
Ping Wu
,
Lingling Guo
,
Siwei Lou
,
Jinfeng Gao
Local and Global Randomized Principal Component Analysis for Nonlinear Process Monitoring.
IEEE Access
7 (2019)
Lingling Guo
,
Ping Wu
,
Jinfeng Gao
,
Siwei Lou
Sparse Kernel Principal Component Analysis via Sequential Approach for Nonlinear Process Monitoring.
IEEE Access
7 (2019)
Junqi Wang
,
Siwei Lou
,
Pei Zhou
,
Gongsheng Huang
A design approach for event-driven optimization in complex air conditioning systems.
CASE
(2017)