Education
Working Experience
Research Interests
- Quantum Systems Control
- Prognostic and Health Management
- Reinforcement Learning
Grants
- Natural Science Foundation of Shanxi Province, Project 202403021211088, Principal investigator, 2024.07-2027.07, Amount granted ¥70,000
- North University of China, Discipline Building Project, Principal investigator, 2023.01-2025.12, Amount granted ¥100,000
- Scientific and Technological Innovation Programs of Higher Education Institutions in Shanxi, Project 2019L0583, Principal investigator, 2019.07-2021.06, Amount granted ¥20,000
- Natural Science Foundation of Shanxi Province, Project 201801D221208, Principal investigator, 2018.12-2020.12, Amount granted ¥30,000
- Science Foundation of North University of China, Project 2017025, Principal investigator, 2017.01-2019.12, Amount granted ¥30,000
- North University of China, Start-up Grant, Project 20150057, Principal investigator, 2015.09-2018.06, Amount granted ¥200,000
Reviewer
- Reviewer of Mathematical Reviews, American Mathematical Society, AMS
- Journals
- Automatica
- IEEE Journal on Selected Areas in Communications
- IEEE Transactions on Systems, Man and Cybernetics: Systems
- IEEE Network
- IEEE Transactions on Cybernetics + IEEE Transactions on Transportation Electrification + Applied Energy
- Renewable and Sustainable Energy Reviews + Reliability Engineering & System Safety
- Energy + Expert Systems with Applications
- Advanced Engineering Informatics + Engineering Applications of Artificial Intelligence
- Journal of The Franklin Institute
- Journal of Energy Storage
- Journal of The Electrochemical Society
- Measurement
- Journal of Traffic and Transportation Engineering (English Edition) + Measurement Science and Technology + Heliyon
- IET Control Theory & Applications
- Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering
- Scientific Reports
- IEEE Access + Global Energy Interconnection + Telematics and Informatics Reports
- Sensors + Sustainability
- Franklin Open
- Automatika + TELKOMNIKA
- Energies
- Asia-Pacific Journal of Chemical Engineering
- Mathematical Problems in Engineering
- Canadian Journal of Chemical Engineering
- Journal of Measurement Science and Instrumentation
- Journal of Computational Methods in Sciences and Engineering
- British Journal of Mathematics & Computer Science
- Asian Research Journal of Mathematics
- International Journal of Computing and Digital Systems
- Conferences
- TPC Member, 2025 IEEE International Conference on Communications; Selected Areas in Communications: Quantum Communications and Information Technology, IEEE ICC 2025 + 2025 American Control Conference, ACC 2025 + TPC Member, 2024 IEEE Wireless Communications and Networking Conference: WS-14: Reconfigurable Intelligent Surfaces-Empowered 3CLS for 6G and Beyond Communications + TPC Member, 2024 IEEE International Conference on Communications: Selected Areas in Communications: Quantum Communications and Information Technology + 2023 China Automation Congress, CAC 2023 + TPC Member, 2023 IEEE Global Communications Conference: Workshop on Reconfigurable Intelligent Surfaces-Empowered 3CLS for 6G and Beyond Communications, Globecom 2023
- TPC Member, 2023 IEEE Global Communications Conference: Selected Areas in Communications: Quantum Communications and Computing, Globecom 2023
- TPC Member, 2023 IEEE International Conference on Communications: Selected Areas in Communications: Quantum Communications and Information Technology, IEEE ICC 2023
- TPC Member, 2022 IEEE Global Communications Conference: Selected Areas in Communications: Quantum Communications, Globecom 2022
- TPC Member, 2022 IEEE International Conference on Communications (ICC): SAC Quantum Communications and Computing Track, IEEE ICC 2022
- Session Chair, The 32nd Chinese Process Control Conference, CPCC 2021
- TPC Member, 2021 IEEE Globecom Workshops: Workshop on Robust, Low-Latency, and Efficient Federated Learning for 6G-Enabled Internet of Things, GC 2021 Workshop - 6GIoT
- TPC Member, 2021 IEEE Global Communications Conference: Selected Areas in Communications: Quantum Communications & Computing, Globecom 2021
- TPC Member, 2021 IEEE International Conference on Communications: SAC Quantum Communications and Computing Track, ICC 2021
- International Conference on Data Analytics for Business and Industry, DATA 2020
- International Conference on Decision Aid Sciences and Applications, DASA 2020, DASA2022
- International Conference on Control, Decision and Information Technologies, CoDIT 2018, CoDIT 2019, CoDIT 2020, CoDIT 2022, CoDIT 2023
- TPC Member, IEEE GLOBECOM Workshop on Quantum Communications and Information Technology, GC 2018 Workshop-QCIT, GC 2019 Workshop-QCIT, GC 2020 Workshop-QCIT
- Session Co-Chair, The 37th Chinese Control Conference, CCC 2018
- The 18th IFAC Symposium on System Identification, SYSID 2018
- The 20th World Congress of the International Federation of Automatic Control, IFAC World Congress 2017
- The 29th Chinese Control and Decision Conference, CCDC 2017
Publications
- 2025
- Shuang CONG, Zhixiang DONG, Jie WEN and Kezhi LI, Online Estimated-based-state Feedback Control of n-Qubit Stochastic Open Quantum Systems, Automatica, 2025, 171: 111883. (SCI)
- 2024
- 温杰, 随机量子系统的镇定控制, 哈尔滨: 哈尔滨工业大学出版社, 2024年.
- Xiaoqing REN, Jianfang JIA, Xiaoqiong PANG, Jie WEN, Yuanhao SHI and Jianchao ZENG, Traffic Flow Prediction through a Hybrid CLSTM Model with Multifeature Fusion, Journal of Transportation Engineering, Part A: Systems, 2024, 150(12): 04024084. (SCI)
- Siyuan CUI, Jianfang JIA, Xiaoqiong PANG, Jie WEN, Yuanhao SHI and Jianchao ZENG, A Data-Driven Method With Sample Entropy and CEEMDAN for Short-Term Performance Degradation Prediction of Dynamic Hydrogen Fuel Cells, International Journal of Hydrogen Energy, 2024, 83: 916-932. (SCI)
- Jie WEN* and Fangling WANG, Stable Levitation of Single-point Levitation Systems for Maglev Trains by Improved Cascade Control, Romanian Journal of Information Science and Technology, 2024, 27(3-4): 348-361. (SCI)
- Jie WEN* and Fangmin WANG, Exponential Stabilization of Stochastic Quantum Systems Based on Time-delay Noise-assisted Feedback, Chaos, Solitons & Fractals, 2024, 186: 115228. (SCI)
- Wenwen ZHANG, Jianfang JIA, Xiaoqiong PANG, Jie WEN, Yuanhao SHI and Jianchao ZENG, An Improved Transformer Model for Remaining Useful Life Prediction of Lithium-Ion Batteries Under Random Charging and Discharging, Electronics, 2024, 13(8): 1423. (SCI)
- 2023
- Chenyu JIA, Yukai TIAN, Yuanhao SHI, Jianfang JIA, Jie WEN, and Jianchao ZENG, State of Health Prediction of Lithium-ion Batteries Based on Bidirectional Gated Recurrent Unit and Transformer, Energy, 2023, 285: 12940. (SCI, Top)
- Yanru YANG, Jie WEN, Jianyu LIANG, Yuanhao SHI, Yukai TIAN and Jiang WANG, Remaining Useful Life Prediction for Lithium-Ion Batteries Based on the Partial Voltage and Temperature, Sustainability, 2023, 15(2): 1602. (SSCI, SCI)
- 董渊昌, 庞晓琼, 贾建芳, 史元浩, 温杰, 李笑, 张鑫, 基于SVD-SAE-GPR的锂离子电池RUL预测, 储能科学与技术, 2023, 12(4): 1257-1267.
- Jie WEN, Fangmin WANG, Yuanhao SHI, Jianfang JIA and Jianchao ZENG, Rapid Stabilization of Stochastic Quantum Systems in A Unified Framework, Chinese Physics B, 2023, 32(7): 070203. (SCI)
- Xiaoqiong PANG, Zhen ZHAO, Jie WEN, Jianfang JIA, Yuanhao SHI, Jianchao ZENG and Lixin ZHANG, Considering the self-adaptive segmentation of time series in interval prediction of remaining useful life for lithium-ion battery, Journal of Energy Storage, 2023, 70: 107862. (SCI)
- Jiangwei YOU, Jianfang JIA, Xiaoqiong PANG, Jie WEN, Yuanhao SHI and Jianchao ZENG, A Novel Multi-Robot Task Assignment Scheme Based on a Multi-Angle K-Means Clustering Algorithm and a Two-Stage Load-Balancing Strategy, Electronics, 2023, 12: 3842. (SCI)
- Yuanhao SHI, Tianxiang HAN, Fangshu CUI, Jie WEN, Jianfang JIA and Xiaoqiong PANG, A hybrid prediction approach for enhancing heat transfer efficiency of coal-fired power plant boiler, Energy Reports, 2023, 9(8): 658-668. (SCI)
- Jie WEN, Yuanhao SHI, Xiaoqiong PANG, Jianfang JIA and Jianchao ZENG, Global Exponential Stabilization of Quantum Spin-1/2 Systems via Improved Feedback Control, Journal of The Franklin Institute, 2023, 360(17): 13798-13821. (SCI)
- Tianxiang HAN, Yuanhao SHI, Fangshu CUI, Jie WEN, Yongtao HU and Gangzhu QIAO, Ash Accumulation Prediction in Coal-Fired Power Plant Boilers Based on GWO-VMD-BiLSTM, 2023 China Automation Congress, Chongqing, 2023: 11.17-11.19. (EI)
- Jianfang JIA, Han ZHANG, Wenwen ZHANG, Jie WEN, Yuanhao SHI and Jianchao ZENG, Interval Prediction of Lithium-Ion Battery Health State Based on Charging Feature Fusion and LSTMQR, 2023 China Automation Congress, Chongqing, 2023: 11.17-11.19. (EI)
- Xiaoqiong PANG, Yuanchang DONG, Jianchao ZENG, Jianfang JIA, Jie WEN and Yuanhao SHI, Remaining Useful Life Prediction of Lithium-ion Batteries Based on Singular Value Decomposition and Gaussian Process Regression, 2023 China Automation Congress, Chongqing, 2023: 11.17-11.19. (EI)
- 2022
- Jie WEN, Jikuo WU, Yukai TIAN, Levitation Control of Maglev Systems Based on Cascade Control, 2022 China Automation Congress, Xiamen, 2022: 11.25-11.27. (EI)
- Yuanhao SHI, Tianxiang HAN, Fangshu CUI, Jie WEN and Gangzhu QIAO, A GM-TCN based Hybrid Prediction Method for Ash Fouling Prediction in Coal-fired Power Plant Boiler, 2022 China Automation Congress, Xiamen, 2022: 11.25-11.27. (EI)
- Yuanhao SHI, Jiang WANG, Jie WEN and Jianfeng CUI, A Hybrid Trajectory Prediction Method for High Speed Targets based on WD-LSTM, 2022 China Automation Congress, Xiamen, 2022: 11.25-11.27. (EI)
- Yuanhao SHI, Mengwei LI, Jiang WANG, Jie WEN, Fangshu CUI and Gangzhu QIAO, Prediction of Ash Deposition on Heating Surfaces of Coal-fired Power Plant Boiler based on Dynamic Neural Network, 2022 34th Chinese Control and Decision Conference, Hefei, 2022: 8.15-8.17. (EI)
- Yukai TIAN, Jie WEN, Yanru YANG, Yuanhao SHI and Jianchao ZENG, State-of-Health Prediction of Lithium-Ion Batteries Based on CNN-BiLSTM-AM, Batteries, 2022, 8(10): 155. (SCI)
- Yuanhao SHI, Mengwei LI, Jie WEN, Yanru YANG and Jianchao ZENG, Deep Learning-Based Approach for Heat Transfer Efficiency Prediction with Deep Feature Extraction, ACS Omega, 2022, 7(35): 31013–31035. (SCI)
- Xiaoqiong PANG, Zhen ZHAO, Jie WEN, Yuanhao SHI, Jianfang JIA, Jianchao ZENG and Yuanchang DONG, An Interval Prediction Approach Based on Fuzzy Information Granulation and Linguistic Description for Remaining Useful Life of Lithium-ion Batteries, Journal of Power Sources, 2022, 542: 231750. (SCI)
- Jie WEN, Yuanhao SHI, Jianfang JIA and Jianchao ZENG, Exponential Stabilization of Spin-1/2 Systems Based on Switching State Feedback, Romanian Journal of Physics, 2022, 67(9-10): 119. (SCI)
- Jie WEN, Fangmin WANG, Yuanhao SHI, Jianfang JIA and Jianchao ZENG, Feedback exponential stabilization of stochastic quantum systems based on state space division, Results in Physics, 2022, 37: 105525. (SCI)
- Jianfang JIA, Shufang YUAN, Yuanhao SHI, Jie WEN, Xiaoqiong PANG and Jianchao ZENG, Improved Sparrow Search Algorithm Optimization Deep Extreme Learning Machine for Lithium-ion Battery State-of-health Prediction, iScience, 2022, 25(4): 103988. (SCI)
- Jie WEN, Yuanhao SHI, Xiaoqiong PANG and Jianfang JIA, Optimal Soot Blowing and Repair Plan for Boiler Based on HJB Equation, Optimization, 2022, 71(16): 4603-4622 (SCI)
- 2021
- Xiaoqiong PANG, Xiaoyan LIU, Jianfang Jia, Jie WEN, Yuanhao SHI, Jianchao ZENG and Zhen ZHAO, A lithium-ion battery remaining useful life prediction method based on the incremental capacity analysis and Gaussian process regression, Microelectronics Reliability, 2021, 127: 114405. (SCI)
- Yanru YANG, Jie WEN, Yuanhao SHI, Jianfang JIA, Mengwei LI and Jianchao ZENG, Remaining Useful Life Prediction of Lithium-ion Batteries based on the Discharge Voltage, 2021 China Automation Congress, Beijing, 2021: 10.22-10.24. (EI)
- Jie WEN, Yuanhao SHI, Jianfang JIA and Jianchao ZENG, Exponential Stabilization of Stochastic Quantum Systems via Combined Feedback, Results in Physics, 2021, 30: 104862. (SCI)
- Yuanhao SHI, Zehui ZHANG, Mengwei LI, Jie WEN and Fangshu CUI, Soot Blowing Optimization for Coal-fired Boilers with Ash Accelerated Deposition Model based on Gamma Process, The 40th Chinese Control Conference, Shanghai, 2021: 7.26-7.28. (EI)
- Jianfang JIA, Keke WANG, Yuanhao SHI, Jie WEN, Xiaoqiong PANG and Jianchao ZENG, A Multi-scale State of Health Prediction Framework of Lithium-ion Batteries Considering the Temperature Variation During Battery Discharge, Journal of Energy Storage, 2021, 42: 103076. (SCI)
- Yuanhao SHI, Mengwei LI, Fangshu CUI, Jie WEN and Jianchao ZENG, A Neural-Network-Based Method for Ash Fouling Prediction of Heat Transfer Surface in Coal-Fired Power Plant Boiler, IEEE Access, 2021, 9(1): 109584-109604. (SCI)
- Yuanhao SHI, Mengwei Li, Jie WEN, Yanru YANG, Fangshu Cui and Jianchao ZENG, Heat Transfer Efficiency Prediction of Coal-Fired Power Plant Boiler Based on CEEMDAN-NAR Considering Ash Fouling, Energies, 2021, 14(13): 4000. (SCI)
- Yanru YANG, Jie WEN, Yuanhao SHI and Jianchao ZENG, State of Health Prediction of Lithium-ion Batteries based on the Discharge Voltage and Temperature, Electronics, 2021, 10(12): 1497. (SCI)
- Jie WEN, Yuanhao SHI, Jianfang JIA and Jianchao ZENG, Exponential Stabilization of Two-level Quantum Systems Based on Continuous Noise-assisted Feedback, Results in Physics, 2021, 22: 103929. (SCI)
- Jianfang JIA, Keke WANG, Xiaoqiong PANG, Yuanhao SHI, Jie WEN, and Jianchao ZENG, Multi-Scale Prediction of RUL and SOH for Lithium-Ion Batteries Based on WNN-UPF Combined Model, Chinese Journal of Electronics, 2021, 30(1): 26-35. (SCI)
- 2020
- 杨彦茹, 温杰, 史元浩, 张泽慧, 刘文海, 基于CEEMDAN和SVR的锂离子电池剩余使用寿命预测, 电子测量与仪器学报, 2020, 34(12): 197-205.
- Mengwei LI, Yuanhao SHI, Fangshu CUI, Jie WEN, and Jianchao ZENG, Research on Gray Prediction of Heated Surface Combining Empirical Mode Decomposition and Long Short-term Memory Network, The 16th IEEE International Conference on Control, Automation, Robotics and Vision, Shenzhen, 2020: 12.13-12.15. (EI)
- Jie WEN, Yuanhao SHI, Xiaoqiong PANG, Jianfang JIA, and Jianchao ZENG, Rapid Stabilization of Time Delay Stochastic Quantum Systems based on Continuous Measurement Feedback, Journal of The Franklin Institute, 2020, 357(12): 7515-7536. (SCI)
- Jianfang JIA, Jianyu LIANG, Yuanhao SHI, Jie WEN, Xiaoqiong PANG, and Jianchao ZENG, SOH and RUL Prediction of Lithium-Ion Batteries Based on Gaussian Process Regression with Indirect Health Indicators, Energies, 2020, 13(2), 375. (SCI)
- 2019
- Yuanhao SHI, Qiang LI, Jie WEN, Fangshu CUI, Xiaoqiong PANG, Jianfang JIA, Jianchao ZENG and Jingcheng WANG, Soot Blowing Optimization for Frequency in Economizers to Improve Boiler Performance in Coal-Fired Power Plant, Energies, 2019, 12(15), 2901. (SCI)
- Xiaoqiong PANG, Rui HUANG, Jie WEN, Yuanhao SHI, Jianfang JIA and Jianchao ZENG, A Lithium-ion Battery RUL Prediction Method Considering the Capacity Regeneration Phenomenon, Energies, 2019, 12(12), 2247. (SCI)
- 庞晓琼, 王竹晴, 曾建潮, 贾建芳, 史元浩, 温杰, 基于PCA-NARX的锂离子电池剩余使用寿命预测, 北京理工大学学报, 2019, 39(4): 406-412. (EI)
- Yuanhao SHI, Jie WEN, Fangshu CUI, and Jingcheng WANG, An Optimization Study on Soot-Blowing of Air Preheaters in Coal-Fired Power Plant Boilers, Energies, 2019, 12(5), 958. (SCI)
- Jie WEN, Yuanhao SHI, Xiaoqiong PANG, Jianfang JIA and Jianchao ZENG, Optimization of Boiler Soot Blowing Based on Hamilton-Jacobi-Bellman Equation, IEEE Access, 2019, 7(1): 20850-20862. (SCI)
- 2018
- Jie WEN, Yuanhao SHI and Xiaonong LU, Stabilizing a Class of Mixed States for Stochastic Quantum Systems via Switching Control, Journal of The Franklin Institute, 2018, 355(5): 2562-2582. (SCI)
- 王竹晴, 庞晓琼, 黄蕊, 贾建芳, 史元浩, 温杰, 基于KPCA-ANFIS的锂离子电池RUL预测, 电子测量与仪器学报, 2018, 32(10): 26-32.
- Jie WEN, Yuanhao SHI, Xiaoqiong PANG, Jianfang JIA and Jianchao ZENG, Optimal Soot Blowing Strategies in Boiler Systems with Variable Steam Flow, The 37th Chinese Control Conference, Wuhan, 2018: 7.25-8.27. (EI)
- Yuanhao SHI, Jie WEN, Xiaoqiong PANG, Jianfang JIA, Fangshu CUI, Jianchao ZENG, and Jingcheng Wang, Preventive Soot Blowing Strategy based on State of Health Prediction for Coal-fired Power Plant Boiler, The 37th Chinese Control Conference, Wuhan, 2018: 7.25-8.27. (EI)
- 2017
- Jie WEN, Yuanhao SHI and Xiaonong LU, Stabilizing a Rotary Inverted Pendulum Based on Logarithmic Lyapunov Function, Journal of Control Science and Engineering, 2017, 2017: 4091302. (EI)
- 王月东, 林都, 鲜浩, 温杰, 梁伟, 基于Lyapunov函数的航空发动机控制方法的研究, 科技创新与生产力, 2017, 281: 110-113.
- Yuanhao SHI, Jie WEN, Jingcheng WANG, Prediction Model of Ash Fouling for Air Pre-Heaters in Coal-fired Power Plant Boiler, The 28th Chinese Process Control Conference, Chongqing, 2017: 7.30-8.01.
- Shuang CONG, Jie WEN, Fangfang MENG and Kezhi LI, Global Stabilization of Mixed-states for Stochastic Quantum Systems via Switching Control, The 20th World Congress of the International Federation of Automatic Control, Toulouse, 2017: 7.09-7.14. (EI)
- Jie WEN, Yuanhao SHI and Xiaonong LU, Stabilizing a Rotary Inverted Pendulum Based on Lyapunov Stability Theorem, The 29th Chinese Control and Decision Conference, Chongqing, 2017: 5.28-5.30. (EI)
- Yuanhao SHI, Jingcheng WANG and Jie WEN, On-line Monitoring of Ash Fouling for Air Pre-Heaters in Coal-fired Power Plant Boiler, The 29th Chinese Control and Decision Conference, Chongqing, 2017: 5.28-5.30. (EI)
- 2016
- Shuang CONG, Jie WEN, Sen KUANG and Fangfang MENG, Global Stabilization Control of Stochastic Quantum Systems, SCIENCE CHINA Information Sciences, 2016, 59(11): 112502. (SCI)
- Jie WEN, Shuang CONG, Preparation of Quantum Gates for Open Quantum Systems by Lyapunov Control Method, Open Systems & Information Dynamics, 2016, 23(01): 1650005. (SCI)
- Shuang CONG, Jie WEN, Sen KUANG and Fangfang MENG, Global Stabilization of an Eigenstate for Stochastic Quantum Systems, IEEE International Conference on Control & Automation, Kathmandu, 2016: 6.01-6.03. (EI)
- Before 2016
- Shuang CONG, Jie WEN and Xubo ZOU, Comparison of Time Optimal Control for Two Level Quantum Systems, Journal of Systems Engineering and Electronics, 2014, 25(1): 95-103. (SCI)
- 丛爽, 胡龙珍, 薛静静, 温杰, 基于李雅普诺夫控制的随机开放量子系统特性分析, 科技导报, 2014, 32(22): 15-22.
- Jie WEN, Shuang CONG, Lyapunov-based Control for the Operator Preparation in Markovian Open Quantum Systems, IEEE International Conference on Information and Automation, Hailar, 2014: 7.28-7.30. (EI)
- Jie WEN, Shuang CONG and Xubo ZOU, Realization of Quantum Hadamard Gate Based on Lyapunov Method, The 10th World Congress on Intelligent Control and Automation, Beijing, 2012: 7.06-7.08. (EI)
- Jie WEN, Shuang CONG, Transfer from Arbitrary Pure State to Target Mixed State for Quantum Systems, The 18th World Congress of the International Federation of Automatic Control, Milano, 2011: 8.28-9.02. (EI)
Patents
- 贾建芳, 温杰, 元淑芳, 史元浩, 庞晓琼, 刘豪, 曾建潮, 一种基于ISSA耦合DELM的锂离子电池健康状态预测方法, ZL202111311076.2
- 贾建芳, 温杰, 王科科, 史元浩, 庞晓琼, 曾建潮, 一种多尺度锂离子电池健康状态的预测方法, ZL202110851950.5
- 贾建芳, 温杰, 王科科, 史元浩, 庞晓琼, 梁建宇, 曾建潮, 多类型锂离子电池组管理系统的健康状态和剩余寿命预测方法, ZL202010800353.5
- 史元浩, 陈晓龙, 温杰, 贾建芳, 庞晓琼, 曾建潮, 贾志琴, 张泽慧, 一种基于受热面健康状态预测的锅炉吹灰优化方法, ZL201811476775.0
- 史元浩, 李强, 崔方舒, 温杰, 曾建潮, 张国珺, 王艳婷, 楚丰毅, 一种燃煤电厂锅炉受热面的吹灰优化方法, ZL201811476887.6
- 庞晓琼, 王竹晴, 曾建潮, 史元浩, 贾建芳, 温杰, 同类型不同锂离子电池剩余使用寿命预测方法和系统, ZL201810989186.6
- 庞晓琼, 史元浩, 温杰, 一种基于二维码的 KVM 用户访问授权方法, ZL201610828057.X