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Chunjie Yang
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2020 – today
- 2025
- [j59]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) - [j58]Shaoqi Wang
, Chunjie Yang:
Enabling multi-step forecasting with structured state space learning module. Inf. Sci. 692: 121669 (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]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) - [j55]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) - [j54]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
- [j53]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) - [j52]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) - [j51]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) - [j50]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) - [j49]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) - [j48]Chunjie Yang
, Bodi Yuan
, Pengzhao Zhai
:
Actor-Hybrid-Attention-Critic for Multi-Logistic Robots Path Planning. IEEE Robotics Autom. Lett. 9(6): 5559-5566 (2024) - [j47]Hongbo Kang, Rui Yang
, Ruoyang Song, Chunjie Yang, Wenqing Wang
:
An Approach of Query Audience's Attention in Virtual Speech. Sensors 24(16): 5363 (2024) - [j46]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) - [j45]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) - [j44]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) - [j43]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) - [j42]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) - [j41]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) - [j40]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) - [j39]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) - [j38]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) - [c20]Wensi Liu, Xiao-Yu Tang, Chong Yang, Chunjie Yang:
RWMS: Reliable Weighted Multi-Phase for Semi-supervised Segmentation. AAAI 2024: 3729-3737 - [c19]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 - [c18]Shaoqi Wang, Chunjie Yang, Siwei Lou:
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient. NeurIPS 2024 - [i2]Shaoqi Wang, Chunjie Yang, Siwei Lou:
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient. CoRR abs/2409.15393 (2024) - 2023
- [j37]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) - [j36]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) - [j35]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) - [j34]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) - [j33]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) - [j32]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) - [j31]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) - [j30]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) - [j29]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) - [j28]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) - [j27]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) - [c17]Chen Yang, Chunjie Yang, Shuming Sun:
Gated Quality-Driven Feature Extraction With A hybrid SIAE Model for Industrial Soft Sensor. SAFEPROCESS 2023: 1-5 - 2022
- [j26]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) - [j25]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) - [j24]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) - [j23]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) - [j22]Yuxuan Li
, Chunjie Yang, Youxian Sun:
Sintering Quality Prediction Model Based on Semi-Supervised Dynamic Time Feature Extraction Framework. Sensors 22(15): 5861 (2022) - [j21]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) - [j20]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) - [j19]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) - [j18]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) - [j17]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) - [c16]Junjie Yu, Xing Wang, Jiangjiang Zhao, Chunjie Yang, Wenliang Chen:
STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction. COLING 2022: 2044-2054 - [c15]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 - [i1]Junjie Yu, Xing Wang, Jiangjiang Zhao, Chunjie Yang, Wenliang Chen:
STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction. CoRR abs/2209.01431 (2022) - 2021
- [j16]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) - [j15]Yanrui Li, Chunjie Yang:
Domain knowledge based explainable feature construction method and its application in ironmaking process. Eng. Appl. Artif. Intell. 100: 104197 (2021) - [j14]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) - [j13]Longzhe Quan
, Bing Wu, Shouren Mao
, Chunjie Yang, Hengda Li
:
An Instance Segmentation-Based Method to Obtain the Leaf Age and Plant Centre of Weeds in Complex Field Environments. Sensors 21(10): 3389 (2021) - [j12]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) - [c14]Hongbo Kang, Yanwei Li, Dejun Liu, Chunjie Yang:
Human Kinematics Modeling and Simulation Based on OpenSim. ICCAIS 2021: 644-649 - [c13]Chunjie Yang, Bingchun Jiao, Hongbo Kang, Yanwei Li, Yan Liu, Yifan Wu, Weigang Yang:
Design of LoRa/NB-IoT Gateway for Intelligent Infusion System Based on Binary Exponential Backoff Algorithm. ICCAIS 2021: 757-762 - [c12]Hongbo Kang, Lin Shi, Chunjie Yang:
A Design of Food Storage Auxiliary Monitoring System. ICCAIS 2021: 861-865 - 2020
- [j11]Ruqiao An
, Chunjie Yang, Yijun Pan:
Graph-Based Method for Fault Detection in the Iron-Making Process. IEEE Access 8: 40171-40179 (2020) - [j10]Hongbo Kang, Wenqing Wang
, Chunjie Yang
, Zhen Li
:
Leader-Following Formation Control and Collision Avoidance of Second-Order Multi-Agent Systems With Time Delay. IEEE Access 8: 142571-142580 (2020) - [j9]Heng Zhou
, Chunjie Yang, Youxian Sun:
A Collaborative Optimization Strategy for Energy Reduction in Ironmaking Digital Twin. IEEE Access 8: 177570-177579 (2020) - [j8]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) - [j7]Heng Zhou
, Haifeng Zhang, Chunjie Yang
:
Hybrid-Model-Based Intelligent Optimization of Ironmaking Process. IEEE Trans. Ind. Electron. 67(3): 2469-2479 (2020) - [j6]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
- [j5]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) - [j4]Wenqing Wang, Yuan Yan, Rundong Zhang, Zhen Wang, Yongqing Fan, Chunjie Yang:
Multi-Attribute Fusion Algorithm Based on Improved Evidence Theory and Clustering. Sensors 19(19): 4146 (2019) - [c11]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 - [c10]Wenqing Wang, Yan Liu, Chunjie Yang, Yifan Wu, Bingchun Jiao, Yanwei Li, Shujie Ma:
Design of Wearable Human Monitoring System Based on Internet of Things. SSCI 2019: 2857-2862 - [c9]Xiaogang Yue, Wenqing Wang, Chunjie Yang, Hongbo Kang, Jiayi Wang, Shujie Ma:
Intelligent Succulent Plant Management System Based on Wireless Network. SSCI 2019: 2863-2868 - [c8]Hongbo Kang, Yanwei Li, Chunjie Yang, Yan Liu, Yifan Wu, Bingchun Jiao, Yongli Zhou:
Emergency Communication System Based on Tethered Unmanned Aerial Vehicle. SSCI 2019: 2879-2883 - [c7]Chunjie Yang, Bingchun Jiao, Hongbo Kang, Yanwei Li, Yan Liu, Yifan Wu, Shujie Ma:
Design of Industrial Field Intelligent Temperature Acquisition System Based on Timestamped Anti-Interference Algorithm. SSCI 2019: 2884-2889 - 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
- [c6]Zhe Zhou
, Chunjie Yang, Chenglin Wen:
Belief function to probability: A tradeoff between easy decision-making and high risk. ICCA 2013: 233-237 - [c5]Shu Lin, Chunjie Yang, Ping Wu, Zhihuan Song:
Fuzzy logic surge control in variable speed axial compressors. ICCA 2013: 1178-1183 - 2011
- [c4]Chunjie Yang, Ji Yao:
The design of distributed control system based on CAN Bus. EMEIT 2011: 3956-3958 - [c3]Hongbo Kang, Chunjie Yang:
The design of a pot light tracking system based on MSP430. EMEIT 2011: 4883-4886
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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