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Chunjie Yang 0001
Person information
- affiliation (PhD 1998): Zhejiang University, College of Control, Hangzhou, China
Other persons with the same name
- Chunjie Yang — disambiguation page
- Chunjie Yang 0002
— Xi'an University of Posts and Telecommunications, School of Automation, Xi'an, China
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2020 – today
- 2025
[j67]Ping Wu
, Zengdi Miao
, Ke Wang, Jinfeng Gao, Xujie Zhang, Siwei Lou, Chunjie Yang:
FA-SconvAE-LSTM: Feature-Aligned Stacked Convolutional Autoencoder with Long Short-Term Memory Network for Soft Sensor Modeling. Eng. Appl. Artif. Intell. 150: 110535 (2025)
[j66]Chong Yang, Chunjie Yang:
Deep fusion of time series and visual data through temporal Features: A soft-sensor model for FeO content in sintering process. Expert Syst. Appl. 268: 126243 (2025)
[j65]Yuyan Zhang
, Chunjie Yang
, Zhe Liu
, Siwei Lou
, Xiaoke Huang
, Shaoqi Wang
:
Concept drift meets industrial data streams: An efficient drift adaptation framework with knowledge embedding and transfer. Expert Syst. Appl. 290: 128439 (2025)
[j64]Siwei Lou
, Chunjie Yang
, Zhe Liu
, Shaoqi Wang
, Hanwen Zhang
, Ping Wu
:
Release Power of Mechanism and Data Fusion: A Hierarchical Strategy for Enhanced MIQ-Related Modeling and Fault Detection in BFIP. IEEE CAA J. Autom. Sinica 12(5): 894-912 (2025)
[j63]Shaoqi Wang
, Chunjie Yang:
Enabling multi-step forecasting with structured state space learning module. Inf. Sci. 692: 121669 (2025)
[j62]Xiongzhuo Zhu, Chunjie Yang, Siwei Lou, Yuelin Yang:
A robust temporal multivariable fault detection method for blast furnace: Robust temporal convolution detection network. Inf. Sci. 716: 122269 (2025)
[j61]Yueyang Luo
, Xinmin Zhang
, Manabu Kano, Long Deng, Chunjie Yang, Zhihuan Song:
Erratum to: Data-driven soft sensors in blast furnace ironmaking: a survey. Frontiers Inf. Technol. Electron. Eng. 26(9): 1765 (2025)
[j60]Yuelin Yang
, Chunjie Yang
, Xiongzhuo Zhu, Hanwen Zhang, Haifeng Zhang, Zhiqi Su, Siwei Lou:
Semi-supervised high-uncertainty deep canonical variate analysis for fault diagnosis in blast furnace ironmaking. Knowl. Based Syst. 317: 113454 (2025)
[j59]Liyuan Kong
, Chunjie Yang
, Siwei Lou
, Yaoyao Bao, Xiaoke Huang, Li Chai
:
A graph-guided network with adaptive evaluation and improvement for disturbed sensors in fault-tolerant soft sensor modeling. Knowl. Based Syst. 318: 113497 (2025)
[j58]Siwei Lou
, Chunjie Yang
, Weibin Wang
, Hanwen Zhang
, Yuchen Zhao, Ping Wu
:
Toward In-Depth Mastery of Statistical Properties: Novel Stationary Moment Analysis With Application to Continuous Industrial Anomaly Detection. IEEE Trans. Cybern. 55(7): 3417-3430 (2025)
[j57]Shaoqi Wang
, Chunjie Yang
, Siwei Lou
:
Facilitating Ferrous Oxide Prediction: Enabling Sintering Forecasting With Orthogonal Basis-Based Implicit Subspace Identification. IEEE Trans. Ind. Informatics 21(1): 96-106 (2025)
[j56]Feng Yan
, Chunjie Yang
, Liyuan Kong
, Chong Yang
:
DAMPNN: Dynamic Adaptive Message Passing Neural Network for Industrial Soft Sensor. IEEE Trans. Ind. Informatics 21(2): 1190-1199 (2025)
[j55]Dali Gao
, Chunjie Yang
, Xiong zhuo Zhu
:
Incomplete Multisource Domain Adaptation for Fault Diagnosis of Blast Furnace. IEEE Trans. Instrum. Meas. 74: 1-13 (2025)
[j54]Liyuan Kong
, Zhe Liu
, Feng Yan
, Duojin Yan
, Chunjie Yang
:
Multidomain Graph Meta-Learning Network for Few-Shot Prediction in Industrial Processes. IEEE Trans. Instrum. Meas. 74: 1-17 (2025)
[j53]Junjin Mu
, Chunjie Yang
, Feng Yan
, Chong Yang
, Tao Lin
:
A Reinforcement Learning-Based Multistep Prediction Strategy for Burn-Through Point Using State Feature Extractor. IEEE Trans. Instrum. Meas. 74: 1-14 (2025)
[j52]Xiong zhuo Zhu
, Chunjie Yang
, Siwei Lou
, Yuelin Yang
:
Knowledge-Based Temporal GCN: A Spatial-Temporal Fault Diagnosis Method for Blast Furnace Ironmaking Process With Imbalanced Data. IEEE Trans. Instrum. Meas. 74: 1-12 (2025)
[j51]Feng Yan
, Chunjie Yang
, Xinmin Zhang
, Chong Yang
, Zhiyong Ruan:
BTPNet: A Probabilistic Spatial-Temporal Aware Network for Burn-Through Point Multistep Prediction in Sintering Process. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9032-9043 (2025)
[j50]Feng Yan
, Cong Wang
, Zichen Wang, Yuhao Shen, Chunjie Yang
:
SENGraph: A Self-Learning Evolutionary and Node-Aware Graph Network for Soft Sensing in Industrial Processes. IEEE Trans. Neural Networks Learn. Syst. 36(7): 12284-12298 (2025)
[j49]Siwei Lou
, Chunjie Yang
, Liyuan Kong
, Tao Lin, Hanwen Zhang
, Ping Wu
, Li Chai
:
TKS-BLS: Temporal Kernel Stationary Broad Learning System for Enhanced Modeling, Anomaly Detection, and Incremental Learning With Application to Ironmaking Processes. IEEE Trans. Syst. Man Cybern. Syst. 55(1): 645-660 (2025)- 2024
[j48]Xiaoke Huang, Chunjie Yang
, Yuyan Zhang, Siwei Lou, Liyuan Kong, Heng Zhou:
Ontology guided multi-level knowledge graph construction and its applications in blast furnace ironmaking process. Adv. Eng. Informatics 62: 102927 (2024)
[j47]Dali Gao
, Chunjie Yang, Xiao-Yu Tang, Xiongzhuo Zhu
, Xiaoke Huang:
Fault diagnosis of blast furnace based on incomplete multi-source domain adaptation with feature fusion. Adv. Eng. Informatics 62: 102946 (2024)
[j46]Xiaoke Huang
, Chunjie Yang
, Hanwen Zhang, Siwei Lou, Dali Gao
, Liyuan Kong:
Data and knowledge collaborative-driven fault identification and self-healing control action inference framework for blast furnace. Expert Syst. Appl. 245: 123040 (2024)
[j45]Zhe Liu
, Chunjie Yang
, Shurong Li
, Hanwen Zhang
:
Online spatiotemporal modeling for high spatial-dimensional DPSs under nonstationary sensor layout. Expert Syst. Appl. 256: 125003 (2024)
[j44]Yuyan Zhang
, Zhe Liu
, Chunjie Yang
, Xiaoke Huang, Siwei Lou, Hanwen Zhang, Duojin Yan
:
Unveiling dynamics changes: Singular spectrum analysis-based method for detecting concept drift in industrial data streams. Knowl. Based Syst. 293: 111640 (2024)
[j43]Siwei Lou
, Chunjie Yang, Ping Wu
, Yuelin Yang
, Liyuan Kong
, Xujie Zhang:
Data-Driven Joint Fault Diagnosis Based on RMK-ASSA and DBSKNet for Blast Furnace Iron-Making Process. IEEE Trans Autom. Sci. Eng. 21(3): 3826-3841 (2024)
[j42]Feng Yan
, Xinmin Zhang
, Chunjie Yang
:
A Graph-Based Time-Frequency Two-Stream Network for Multistep Prediction of Key Performance Indicators in Industrial Processes. IEEE Trans. Cybern. 54(11): 6867-6880 (2024)
[j41]Feng Yan
, Chunjie Yang
, Xinmin Zhang
, Liang Gao:
A 3-D Convolution-Based Burn-Through Point Multistep Prediction Model for Sintering Process. IEEE Trans. Ind. Electron. 71(4): 4219-4229 (2024)
[j40]Siwei Lou
, Chunjie Yang
, Xujie Zhang
, Hanwen Zhang
, Ping Wu
:
Blast Furnace Ironmaking Process Monitoring With Time-Constrained Global and Local Nonlinear Analytic Stationary Subspace Analysis. IEEE Trans. Ind. Informatics 20(3): 3163-3176 (2024)
[j39]Siwei Lou
, Chunjie Yang
, Xujie Zhang
, Hanwen Zhang
, Ping Wu
:
From Complexity to Clarity: M2KCSVA's Nonlinear Temporal Correlation Analysis and Stationary Estimation Pave the Way for Fault Diagnosis in Ironmaking Processes. IEEE Trans. Ind. Informatics 20(4): 5469-5481 (2024)
[j38]Ping Wu
, Qianqian Pan
, Xujie Zhang
, Siwei Lou
, Jinfeng Gao, Chunjie Yang
:
SFENOSA: A Novel KPI-Related Process Monitoring Method by Slow Feature Extraction and Elastic Net Orthonormal Subspace Analysis. IEEE Trans. Ind. Informatics 20(11): 12643-12658 (2024)
[j37]Feng Yan
, Chunjie Yang
, Wenbin He
, Junjin Mu
, Hu Guo
:
Knowledge and Data Dual-Driven Graph Neural Network for Tumbler Strength Prediction in Sintering Process. IEEE Trans. Instrum. Meas. 73: 1-14 (2024)
[j36]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: 1-13 (2024)
[j35]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: 1-11 (2024)
[c9]Wensi Liu, Xiao-Yu Tang, Chong Yang, Chunjie Yang:
RWMS: Reliable Weighted Multi-Phase for Semi-supervised Segmentation. AAAI 2024: 3729-3737
[c8]Jinkun Li, Xiao-Yu Tang, Songchen Li, Xin Wang, Chunjie Yang, Wenhai Wang:
Fault Diagnosis of Blast Furnace Throat Temperature Monitoring Device Based on Residual Analysis. I2MTC 2024: 1-6
[c7]Shaoqi Wang, Chunjie Yang, Siwei Lou:
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient. NeurIPS 2024
[i1]Shaoqi Wang, Chunjie Yang, Siwei Lou
:
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient. CoRR abs/2409.15393 (2024)- 2023
[j34]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: 119176 (2023)
[j33]Yueyang Luo
, Xinmin Zhang
, Manabu Kano
, Long Deng, Chunjie Yang, Zhihuan Song:
Data-driven soft sensors in blast furnace ironmaking: a survey. Frontiers Inf. Technol. Electron. Eng. 24(3): 327-354 (2023)
[j32]Yanrui Li
, Kaiyou Fu, Yuchen Zhao
, Chunjie Yang
:
Relative Synergy Coefficient: A novel way to detect variable interaction in large dataset. Knowl. Based Syst. 282: 111112 (2023)
[j31]Yuxuan Li
, Weihao Jiang, Zhihui Shi, Chunjie Yang:
A Soft Sensor Model of Sintering Process Quality Index Based on Multi-Source Data Fusion. Sensors 23(10): 4954 (2023)
[j30]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): 4544-4548 (2023)
[j29]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): 5945-5955 (2023)
[j28]Junfang Li
, Chunjie Yang
, Shujia Xie
, Yuxuan Li
, Zhiqi Su:
Intelligent Transfer Optimization for Ironmaking Process With Nonanalytic Constraints. IEEE Trans. Ind. Informatics 19(6): 7645-7655 (2023)
[j27]Feng Yan
, Chunjie Yang
, Xinmin Zhang
:
Stacked Spatial-Temporal Autoencoder for Quality Prediction in Industrial Processes. IEEE Trans. Ind. Informatics 19(8): 8625-8634 (2023)
[j26]Chong Yang
, Chunjie Yang
, Xinmin Zhang
, Jianfeng Zhang
:
Multisource Information Fusion for Autoformer: Soft Sensor Modeling of FeO Content in Iron Ore Sintering Process. IEEE Trans. Ind. Informatics 19(12): 11584-11595 (2023)
[j25]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: 1-13 (2023)
[j24]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: 1-13 (2023)- 2022
[j23]Dali Gao
, Xiong zhuo Zhu
, Chunjie Yang, Xiaoke Huang
, Wenhai Wang:
Deep weighted joint distribution adaption network for fault diagnosis of blast furnace ironmaking process. Comput. Chem. Eng. 162: 107797 (2022)
[j22]Chong Yang
, Chunjie Yang, Junfang Li, Yuxuan Li, Feng Yan:
Forecasting of iron ore sintering quality index: A latent variable method with deep inner structure. Comput. Ind. 141: 103713 (2022)
[j21]Yanrui Li
, Kaiyou Fu, Yuchen Zhao
, Chunjie Yang
:
How to make machine select stocks like fund managers? Use scoring and screening model. Expert Syst. Appl. 196: 116629 (2022)
[j20]Junfang Li
, Chunjie Yang, Chong Yang
:
Consistent Optimization of Blast Furnace Ironmaking Process Based on Controllability Assurance Soft Sensor Modeling. Sensors 22(12): 4526 (2022)
[j19]Yuxuan Li
, Chunjie Yang, Youxian Sun:
Sintering Quality Prediction Model Based on Semi-Supervised Dynamic Time Feature Extraction Framework. Sensors 22(15): 5861 (2022)
[j18]Hanwen Zhang
, Jun Shang
, Jianxun Zhang
, Chunjie Yang
:
Nonstationary Process Monitoring for Blast Furnaces Based on Consistent Trend Feature Analysis. IEEE Trans. Control. Syst. Technol. 30(3): 1257-1267 (2022)
[j17]Feng Yan
, Chunjie Yang
, Xinmin Zhang
:
DSTED: A Denoising Spatial-Temporal Encoder-Decoder Framework for Multistep Prediction of Burn-Through Point in Sintering Process. IEEE Trans. Ind. Electron. 69(10): 10735-10744 (2022)
[j16]Yuxuan Li
, Chunjie Yang, Youxian Sun:
Dynamic Time Features Expanding and Extracting Method for Prediction Model of Sintering Process Quality Index. IEEE Trans. Ind. Informatics 18(3): 1737-1745 (2022)
[j15]Junfang Li
, Chunjie Yang
, Yuxuan Li
, Shujia Xie
:
A Context-Aware Enhanced GRU Network With Feature-Temporal Attention for Prediction of Silicon Content in Hot Metal. IEEE Trans. Ind. Informatics 18(10): 6631-6641 (2022)
[j14]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: 1-13 (2022)
[c6]Xin Wang, Xiao-Yu Tang, Zheng Hao, Songchen Li, Chunjie Yang:
Real-time Blast Furnace Monitoring based on Temporal Sub-mode Recognition. I2MTC 2022: 1-6- 2021
[j13]Hanwen Zhang, Maoyin Chen, Jun Shang, Chunjie Yang, Youxian Sun:
Stochastic process-based degradation modeling and RUL prediction: from Brownian motion to fractional Brownian motion. Sci. China Inf. Sci. 64(7) (2021)
[j12]Yanrui Li, Chunjie Yang:
Domain knowledge based explainable feature construction method and its application in ironmaking process. Eng. Appl. Artif. Intell. 100: 104197 (2021)
[j11]Zhipeng Chen, Zhaohui Jiang, Chunjie Yang, Weihua Gui, Youxian Sun:
Dust distribution study at the blast furnace top based on k-Sε -up model. IEEE CAA J. Autom. Sinica 8(1): 121-135 (2021)
[j10]Zhipeng Chen
, Zhaohui Jiang
, Chunjie Yang
, Weihua Gui
:
Detection of Blast Furnace Stockline Based on a Spatial-Temporal Characteristic Cooperative Method. IEEE Trans. Instrum. Meas. 70: 1-13 (2021)- 2020
[j9]Ruqiao An
, Chunjie Yang, Yijun Pan:
Graph-Based Method for Fault Detection in the Iron-Making Process. IEEE Access 8: 40171-40179 (2020)
[j8]Heng Zhou
, Chunjie Yang, Youxian Sun:
A Collaborative Optimization Strategy for Energy Reduction in Ironmaking Digital Twin. IEEE Access 8: 177570-177579 (2020)
[j7]Hanwen Zhang, Jun Shang, Chunjie Yang, Youxian Sun:
Conditional random field for monitoring multimode processes with stochastic perturbations. J. Frankl. Inst. 357(12): 8229-8251 (2020)
[j6]Heng Zhou
, Haifeng Zhang, Chunjie Yang
:
Hybrid-Model-Based Intelligent Optimization of Ironmaking Process. IEEE Trans. Ind. Electron. 67(3): 2469-2479 (2020)
[j5]Heng Zhou
, Yanrui Li
, Chunjie Yang, Youxian Sun:
Mixed-Framework-Based Energy Optimization of Chemi-Mechanical Pulping. IEEE Trans. Ind. Informatics 16(9): 5895-5904 (2020)
2010 – 2019
- 2019
[j4]Xiaodan Zhao, Wenhui Liu, Chunjie Yang:
Coordination Control for a Class of Multi-Agent Systems Under Asynchronous Switching. J. Syst. Sci. Complex. 32(4): 1019-1038 (2019)
[c5]Hanwen Zhang, Chunjie Yang, Youxian Sun:
Remaining Useful Life Prediction under Multiple Fault Patterns for Degradation Processes with Long-Range Dependence. CAA SAFEPROCESS 2019: 619-624- 2017
[j3]Wenhui Liu, Chunjie Yang, Youxian Sun, Jiaxiang Qin:
Observer-based event-triggered containment control of multi-agent systems with time delay. Int. J. Syst. Sci. 48(6): 1217-1225 (2017)- 2016
[j2]Wenhui Liu, Chunjie Yang, Youxian Sun, Jiaxiang Qin:
Observer-based event-triggered tracking control of leader-follower systems with time delay. J. Syst. Sci. Complex. 29(4): 865-880 (2016)
[j1]Zhe Zhou
, Chenglin Wen, Chunjie Yang:
Fault Isolation Based on k-Nearest Neighbor Rule for Industrial Processes. IEEE Trans. Ind. Electron. 63(4): 2578-2586 (2016)- 2013
[c4]Zhe Zhou
, Chunjie Yang, Chenglin Wen:
Belief function to probability: A tradeoff between easy decision-making and high risk. ICCA 2013: 233-237
[c3]Shu Lin, Chunjie Yang, Ping Wu, Zhihuan Song:
Fuzzy logic surge control in variable speed axial compressors. ICCA 2013: 1178-1183
2000 – 2009
- 2005
[c2]Yanbin Luo, Chunjie Yang, Yongming Li
, Daoying Pi:
Decomposition and Resolution of Fuzzy Relation Equations (II) Based on Boolean-Type Implications. Australian Conference on Artificial Intelligence 2005: 308-317
[c1]Yi-Bo Zhang, Chunjie Yang, Daoying Pi, Youxian Sun:
A VSC Scheme for Linear MIMO Systems Based on SVM. ICNC (1) 2005: 696-699
Coauthor Index

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