Decomposition and Resolution of Fuzzy Relation Equations (II) Based on Boolean-Type Implications. - Yanbin Luo; Chunjie Yang 001; Yongming Li 001; Daoying Pi (Australian Conference on Artificial Intelligence, 2005)

A VSC Scheme for Linear MIMO Systems Based on SVM. - Yi-Bo Zhang; Chunjie Yang 001; Daoying Pi; Youxian Sun (ICNC (1), 2005)

Fuzzy logic surge control in variable speed axial compressors. - Shu Lin; Chunjie Yang 001; Ping Wu 001; Zhihuan Song (ICCA, 2013)

Belief function to probability: A tradeoff between easy decision-making and high risk. - Zhe Zhou; Chunjie Yang 001; Chenglin Wen (ICCA, 2013)

Observer-based event-triggered tracking control of leader-follower systems with time delay. - Wenhui Liu; Chunjie Yang 001; Youxian Sun; Jiaxiang Qin (J. Syst. Sci. Complex., 2016)

Fault Isolation Based on k-Nearest Neighbor Rule for Industrial Processes. - Zhe Zhou; Chenglin Wen; Chunjie Yang 001 (IEEE Trans. Ind. Electron., 2016)

Observer-based event-triggered containment control of multi-agent systems with time delay. - Wenhui Liu; Chunjie Yang 001; Youxian Sun; Jiaxiang Qin (Int. J. Syst. Sci., 2017)

Remaining Useful Life Prediction under Multiple Fault Patterns for Degradation Processes with Long-Range Dependence. - Hanwen Zhang 002; Chunjie Yang 001; Youxian Sun (CAA SAFEPROCESS, 2019)

Coordination Control for a Class of Multi-Agent Systems Under Asynchronous Switching. - Xiaodan Zhao; Wenhui Liu; Chunjie Yang 001 (J. Syst. Sci. Complex., 2019)

Graph-Based Method for Fault Detection in the Iron-Making Process. - Ruqiao An; Chunjie Yang 001; Yijun Pan (IEEE Access, 2020)

A Collaborative Optimization Strategy for Energy Reduction in Ironmaking Digital Twin. - Heng Zhou 008; Chunjie Yang 001; Youxian Sun (IEEE Access, 2020)

Conditional random field for monitoring multimode processes with stochastic perturbations. - Hanwen Zhang 002; Jun Shang; Chunjie Yang 001; Youxian Sun (J. Frankl. Inst., 2020)

Hybrid-Model-Based Intelligent Optimization of Ironmaking Process. - Heng Zhou 008; Haifeng Zhang; Chunjie Yang 001 (IEEE Trans. Ind. Electron., 2020)

Mixed-Framework-Based Energy Optimization of Chemi-Mechanical Pulping. - Heng Zhou 008; Yanrui Li; Chunjie Yang 001; Youxian Sun (IEEE Trans. Ind. Informatics, 2020)

Stochastic process-based degradation modeling and RUL prediction: from Brownian motion to fractional Brownian motion. - Hanwen Zhang 002; Maoyin Chen; Jun Shang; Chunjie Yang 001; Youxian Sun (Sci. China Inf. Sci., 2021)

Domain knowledge based explainable feature construction method and its application in ironmaking process. - Yanrui Li; Chunjie Yang 001 (Eng. Appl. Artif. Intell., 2021)

Dust distribution study at the blast furnace top based on k-Sε -up model. - Zhipeng Chen 002; Zhaohui Jiang 001; Chunjie Yang 001; Weihua Gui 001; Youxian Sun (IEEE CAA J. Autom. Sinica, 2021)

Detection of Blast Furnace Stockline Based on a Spatial-Temporal Characteristic Cooperative Method. - Zhipeng Chen 002; Zhaohui Jiang 001; Chunjie Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2021)

Real-time Blast Furnace Monitoring based on Temporal Sub-mode Recognition. - Xin Wang; Xiao-Yu Tang; Zheng Hao; Songchen Li; Chunjie Yang 001 (I2MTC, 2022)

Deep weighted joint distribution adaption network for fault diagnosis of blast furnace ironmaking process. - Dali Gao; Xiong zhuo Zhu; Chunjie Yang 001; Xiaoke Huang; Wenhai Wang (Comput. Chem. Eng., 2022)

Forecasting of iron ore sintering quality index: A latent variable method with deep inner structure. - Chong Yang; Chunjie Yang 001; Junfang Li; Yuxuan Li; Feng Yan (Comput. Ind., 2022)

How to make machine select stocks like fund managers? Use scoring and screening model. - Yanrui Li; Kaiyou Fu; Yuchen Zhao; Chunjie Yang 001 (Expert Syst. Appl., 2022)

Sintering Quality Prediction Model Based on Semi-Supervised Dynamic Time Feature Extraction Framework. - Yuxuan Li; Chunjie Yang 001; Youxian Sun (Sensors, 2022)

Consistent Optimization of Blast Furnace Ironmaking Process Based on Controllability Assurance Soft Sensor Modeling. - Junfang Li; Chunjie Yang 001; Chong Yang (Sensors, 2022)

Nonstationary Process Monitoring for Blast Furnaces Based on Consistent Trend Feature Analysis. - Hanwen Zhang 002; Jun Shang; Jianxun Zhang 001; Chunjie Yang 001 (IEEE Trans. Control. Syst. Technol., 2022)

DSTED: A Denoising Spatial-Temporal Encoder-Decoder Framework for Multistep Prediction of Burn-Through Point in Sintering Process. - Feng Yan; Chunjie Yang 001; Xinmin Zhang (IEEE Trans. Ind. Electron., 2022)

A Context-Aware Enhanced GRU Network With Feature-Temporal Attention for Prediction of Silicon Content in Hot Metal. - Junfang Li; Chunjie Yang 001; Yuxuan Li; Shujia Xie (IEEE Trans. Ind. Informatics, 2022)

Dynamic Time Features Expanding and Extracting Method for Prediction Model of Sintering Process Quality Index. - Yuxuan Li; Chunjie Yang 001; Youxian Sun (IEEE Trans. Ind. Informatics, 2022)

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)

Adaptive dynamic inferential analytic stationary subspace analysis: A novel method for fault detection in blast furnace ironmaking process. - Siwei Lou; Chunjie Yang 001; Xiongzhuo Zhu; Hanwen Zhang 002; Ping Wu 001 (Inf. Sci., 2023)

A Soft Sensor Model of Sintering Process Quality Index Based on Multi-Source Data Fusion. - Yuxuan Li; Weihao Jiang; Zhihui Shi; Chunjie Yang 001 (Sensors, 2023)

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)

An End-to-End Multisource Information Fusion Framework for f-CaO Content Soft Sensing in Cement Clinker Burning Process. - Yuchen Zhao; Chunjie Yang 001; Hang Xiao; Yaoyao Bao; Siwei Lou; Jiayun Mao; Huanyu Liao (IEEE Trans. Instrum. Meas., 2023)

Data-driven soft sensors in blast furnace ironmaking: a survey. - Yueyang Luo; Xinmin Zhang; Manabu Kano; Long Deng; Chunjie Yang 001; Zhihuan Song (Frontiers Inf. Technol. Electron. Eng., 2023)

A Local Dynamic Broad Kernel Stationary Subspace Analysis for Monitoring Blast Furnace Ironmaking Process. - Siwei Lou; Chunjie Yang 001; Ping Wu 001 (IEEE Trans. Ind. Informatics, 2023)

Intelligent Transfer Optimization for Ironmaking Process With Nonanalytic Constraints. - Junfang Li; Chunjie Yang 001; Shujia Xie; Yuxuan Li; Zhiqi Su (IEEE Trans. Ind. Informatics, 2023)

Stacked Spatial-Temporal Autoencoder for Quality Prediction in Industrial Processes. - Feng Yan; Chunjie Yang 001; Xinmin Zhang (IEEE Trans. Ind. Informatics, 2023)

Relative Synergy Coefficient: A novel way to detect variable interaction in large dataset. - Yanrui Li; Kaiyou Fu; Yuchen Zhao; Chunjie Yang 001 (Knowl. Based Syst., 2023)

Novel Data-Driven Deep Learning Assisted CVA for Ironmaking System Prediction and Control. - Siwei Lou; Chunjie Yang 001; Xujie Zhang; Ping Wu 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Multisource Information Fusion for Autoformer: Soft Sensor Modeling of FeO Content in Iron Ore Sintering Process. - Chong Yang; Chunjie Yang 001; Xinmin Zhang; Jianfeng Zhang (IEEE Trans. Ind. Informatics, 2023)

RWMS: Reliable Weighted Multi-Phase for Semi-supervised Segmentation. - Wensi Liu; Xiao-Yu Tang; Chong Yang; Chunjie Yang 001 (AAAI, 2024)

Fault Diagnosis of Blast Furnace Throat Temperature Monitoring Device Based on Residual Analysis. - Jinkun Li; Xiao-Yu Tang; Songchen Li; Xin Wang; Chunjie Yang 001; Wenhai Wang (I2MTC, 2024)

Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient. - Shaoqi Wang; Chunjie Yang 001; Siwei Lou (NeurIPS, 2024)

Fault diagnosis of blast furnace based on incomplete multi-source domain adaptation with feature fusion. - Dali Gao; Chunjie Yang 001; Xiao-Yu Tang; Xiongzhuo Zhu; Xiaoke Huang (Adv. Eng. Informatics, 2024)

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)

Online spatiotemporal modeling for high spatial-dimensional DPSs under nonstationary sensor layout. - Zhe Liu 028; Chunjie Yang 001; Shurong Li; Hanwen Zhang 002 (Expert Syst. Appl., 2024)

Unveiling dynamics changes: Singular spectrum analysis-based method for detecting concept drift in industrial data streams. - Yuyan Zhang; Zhe Liu 028; Chunjie Yang 001; Xiaoke Huang; Siwei Lou; Hanwen Zhang 002; Duojin Yan (Knowl. Based Syst., 2024)

Knowledge and Data Dual-Driven Graph Neural Network for Tumbler Strength Prediction in Sintering Process. - Feng Yan; Chunjie Yang 001; Wenbin He; Junjin Mu; Hu Guo (IEEE Trans. Instrum. Meas., 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)

Igniting Advancements in Iron-Making Process Monitoring: Exploring a Novel and Cutting-Edge Joint Sparse-Constrained Data-Dependent Kernel CVA Method. - Yuelin Yang; Chunjie Yang 001; Shuming Sun; Siwei Lou; Xiong zhuo Zhu; Xujie Zhang (IEEE Trans. Instrum. Meas., 2024)

Blast Furnace Ironmaking Process Monitoring With Time-Constrained Global and Local Nonlinear Analytic Stationary Subspace Analysis. - Siwei Lou; Chunjie Yang 001; Xujie Zhang; Hanwen Zhang 002; Ping Wu 001 (IEEE Trans. Ind. Informatics, 2024)

A 3-D Convolution-Based Burn-Through Point Multistep Prediction Model for Sintering Process. - Feng Yan; Chunjie Yang 001; Xinmin Zhang; Liang Gao (IEEE Trans. Ind. Electron., 2024)

From Complexity to Clarity: M2KCSVA's Nonlinear Temporal Correlation Analysis and Stationary Estimation Pave the Way for Fault Diagnosis in Ironmaking Processes. - Siwei Lou; Chunjie Yang 001; Xujie Zhang; Hanwen Zhang 002; Ping Wu 001 (IEEE Trans. Ind. Informatics, 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-Based Time-Frequency Two-Stream Network for Multistep Prediction of Key Performance Indicators in Industrial Processes. - Feng Yan; Xinmin Zhang; Chunjie Yang 001 (IEEE Trans. Cybern., 2024)

SFENOSA: A Novel KPI-Related Process Monitoring Method by Slow Feature Extraction and Elastic Net Orthonormal Subspace Analysis. - Ping Wu 001; Qianqian Pan; Xujie Zhang; Siwei Lou; Jinfeng Gao; Chunjie Yang 001 (IEEE Trans. Ind. Informatics, 2024)

FA-SconvAE-LSTM: Feature-Aligned Stacked Convolutional Autoencoder with Long Short-Term Memory Network for Soft Sensor Modeling. - Ping Wu 001; Zengdi Miao; Ke Wang; Jinfeng Gao; Xujie Zhang; Siwei Lou; Chunjie Yang 001 (Eng. Appl. Artif. Intell., 2025)

Deep fusion of time series and visual data through temporal Features: A soft-sensor model for FeO content in sintering process. - Chong Yang; Chunjie Yang 001 (Expert Syst. Appl., 2025)

Concept drift meets industrial data streams: An efficient drift adaptation framework with knowledge embedding and transfer. - Yuyan Zhang; Chunjie Yang 001; Zhe Liu 028; Siwei Lou; Xiaoke Huang; Shaoqi Wang (Expert Syst. Appl., 2025)

Enabling multi-step forecasting with structured state space learning module. - Shaoqi Wang; Chunjie Yang 001 (Inf. Sci., 2025)

A robust temporal multivariable fault detection method for blast furnace: Robust temporal convolution detection network. - Xiongzhuo Zhu; Chunjie Yang 001; Siwei Lou; Yuelin Yang (Inf. Sci., 2025)

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)

Semi-supervised high-uncertainty deep canonical variate analysis for fault diagnosis in blast furnace ironmaking. - Yuelin Yang; Chunjie Yang 001; Xiongzhuo Zhu; Hanwen Zhang 002; Haifeng Zhang; Zhiqi Su; Siwei Lou (Knowl. Based Syst., 2025)

Incomplete Multisource Domain Adaptation for Fault Diagnosis of Blast Furnace. - Dali Gao; Chunjie Yang 001; Xiong zhuo Zhu (IEEE Trans. Instrum. Meas., 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)

A Reinforcement Learning-Based Multistep Prediction Strategy for Burn-Through Point Using State Feature Extractor. - Junjin Mu; Chunjie Yang 001; Feng Yan; Chong Yang; Tao Lin (IEEE Trans. Instrum. Meas., 2025)

Knowledge-Based Temporal GCN: A Spatial-Temporal Fault Diagnosis Method for Blast Furnace Ironmaking Process With Imbalanced Data. - Xiong zhuo Zhu; Chunjie Yang 001; Siwei Lou; Yuelin Yang (IEEE Trans. Instrum. Meas., 2025)

Facilitating Ferrous Oxide Prediction: Enabling Sintering Forecasting With Orthogonal Basis-Based Implicit Subspace Identification. - Shaoqi Wang; Chunjie Yang 001; Siwei Lou (IEEE Trans. Ind. Informatics, 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)

Release Power of Mechanism and Data Fusion: A Hierarchical Strategy for Enhanced MIQ-Related Modeling and Fault Detection in BFIP. - Siwei Lou; Chunjie Yang 001; Zhe Liu 028; Shaoqi Wang; Hanwen Zhang 002; Ping Wu 001 (IEEE CAA J. Autom. Sinica, 2025)

BTPNet: A Probabilistic Spatial-Temporal Aware Network for Burn-Through Point Multistep Prediction in Sintering Process. - Feng Yan; Chunjie Yang 001; Xinmin Zhang; Chong Yang; Zhiyong Ruan (IEEE Trans. Neural Networks Learn. Syst., 2025)

Toward In-Depth Mastery of Statistical Properties: Novel Stationary Moment Analysis With Application to Continuous Industrial Anomaly Detection. - Siwei Lou; Chunjie Yang 001; Weibin Wang; Hanwen Zhang 002; Yuchen Zhao; Ping Wu 001 (IEEE Trans. Cybern., 2025)

SENGraph: A Self-Learning Evolutionary and Node-Aware Graph Network for Soft Sensing in Industrial Processes. - Feng Yan; Cong Wang; Zichen Wang; Yuhao Shen; Chunjie Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)