Fault Diagnosis of Blast Furnace Iron-Making Process With a Novel Deep Stationary Kernel Learning Support Vector Machine Approach. - Siwei Lou; Chunjie Yang 001; Ping Wu 001; Liyuan Kong; Yonghong Xu (IEEE Trans. Instrum. Meas., 2022)

Collaborative Extraction of Intervariable Coupling Relationships and Dynamics for Prediction of Silicon Content in Blast Furnaces. - Liyuan Kong; Chunjie Yang 001; Siwei Lou; Yu Cai 007; Xiaoke Huang; Mingyang Sun (IEEE Trans. Instrum. Meas., 2023)

Ontology guided multi-level knowledge graph construction and its applications in blast furnace ironmaking process. - Xiaoke Huang; Chunjie Yang 001; Yuyan Zhang; Siwei Lou; Liyuan Kong; Heng Zhou 008 (Adv. Eng. Informatics, 2024)

Data and knowledge collaborative-driven fault identification and self-healing control action inference framework for blast furnace. - Xiaoke Huang; Chunjie Yang 001; Hanwen Zhang 002; Siwei Lou; Dali Gao; Liyuan Kong (Expert Syst. Appl., 2024)

One-Sided Relational Autoencoder With Seasonal-Trend Decomposition to Extract Process Correlations for Molten Iron Quality Prediction. - Duojin Yan; Chunjie Yang 001; Shuming Sun; Siwei Lou; Liyuan Kong; Yuyan Zhang (IEEE Trans. Instrum. Meas., 2024)

Data-Driven Joint Fault Diagnosis Based on RMK-ASSA and DBSKNet for Blast Furnace Iron-Making Process. - Siwei Lou; Chunjie Yang 001; Ping Wu 001; Yuelin Yang; Liyuan Kong; Xujie Zhang (IEEE Trans Autom. Sci. Eng., 2024)

A graph-guided network with adaptive evaluation and improvement for disturbed sensors in fault-tolerant soft sensor modeling. - Liyuan Kong; Chunjie Yang 001; Siwei Lou; Yaoyao Bao; Xiaoke Huang; Li Chai 001 (Knowl. Based Syst., 2025)

Multidomain Graph Meta-Learning Network for Few-Shot Prediction in Industrial Processes. - Liyuan Kong; Zhe Liu 028; Feng Yan; Duojin Yan; Chunjie Yang 001 (IEEE Trans. Instrum. Meas., 2025)

TKS-BLS: Temporal Kernel Stationary Broad Learning System for Enhanced Modeling, Anomaly Detection, and Incremental Learning With Application to Ironmaking Processes. - Siwei Lou; Chunjie Yang 001; Liyuan Kong; Tao Lin; Hanwen Zhang 002; Ping Wu 001; Li Chai 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

DAMPNN: Dynamic Adaptive Message Passing Neural Network for Industrial Soft Sensor. - Feng Yan; Chunjie Yang 001; Liyuan Kong; Chong Yang (IEEE Trans. Ind. Informatics, 2025)