张树磊，男，1996年4月，工学博士，讲师。

联系方式

电子邮件：shulei_zhang@foxmail.com

研究方向

统计机器学习；预测控制；自愈控制；不确定规划；强化学习；工业人工智能

教育背景

2020.09-2024.07 东北大学 控制科学与工程，博士

2018.09-2020.08 东北大学 控制理论与控制工程，硕士

工作履历

2024.07-至今 东北大学秦皇岛分校 讲师

学术兼职

1.  中国自动化学会会员

2.  IEEE Member

3.  国内外知名期刊审稿人：

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Applied Soft Computing

中国控制与决策会议

中国控制会议

科研情况

【在研项目】

1. 东北大学秦皇岛分校引进人才启动基金，11万，主持，2024.07-2029.06

2. 国家重点研发计划项目，参与，2021.12-2025.11

【结题项目】

1.国家重点研发计划项目-政府间国际科技创新合作重点专项，参与，2020.01-2022.12

学术成果

研究成果在EEE/CAA Journal of Automatica Sinica, Applied Energy, Control Engineering Practice 等国际顶级期刊以及国内外重要会议上发表学术论文10余篇。

【代表性学术论文】

1.Shulei Zhang, Runda Jia. A Self-healing Predictive Control Method for Discrete-time Nonlinear Systems [J]. IEEE/CAA Journal of Automatica Sinica, 2024. (SCI, JCR Q1, IF<2023>=15.3, 中科院1区Top).

2.Shulei Zhang, Runda Jia, Hengxin Pan, Yankai Cao. A Safe Reinforcement Learning-Based Charging Strategy for Electric Vehicles in Residential Microgrid [J]. Applied Energy, vol. 348, p. 121490, 2023. (SCI, JCR Q1, IF<2022>=11.2, 中科院1区Top).

3.Shulei Zhang, Runda Jia. Stable Predictive Control of Continuous Stirred-tank Reactors Using Deep Learning [J]. Information Sciences, 2024. (SCI, JCR Q1, IF<2022>=8.1, 中科院1区Top).

4.Shulei Zhang, Runda Jia, Hengxin Pan, Dakuo He, Kang Li. Collaborative Optimization Framework for the Industrial Thickening–Dewatering Process Based on Mixed Integer Linear Programming [J]. IEEE Transactions on Instrumentation & Measurement, vol. 72, pp. 1-14, 2023. (SCI, JCR Q1, IF<2022>=5.6, 中科院2区Top)

5.Shulei Zhang, Runda Jia, Dakuo He, Fei Chu. A Chance-Constrained Tube-Based Model Predictive Control for Tracking Linear Systems Using Data-Driven Uncertainty Sets [J]. International Journal of Robust and Nonlinear Control, vol. 34, No. 2, pp. 969-995, 2023. (SCI, JCR Q1, IF<2022>=3.9)

6.Shulei Zhang, Runda Jia, Dakuo He, Fei Chu. A General Data-Driven Nonlinear Robust Optimization Framework Based on Statistic Limit and Principal Component Analysis [J]. Computer & Chemical Engineering, vol. 160, p. 107707, 2022. (SCI, JCR Q2, IF<2021>=4.3)

7.Shulei Zhang, Runda Jia, Dakuo He, Fei Chu. Data-Driven Robust Optimization Based on Principle Component Analysis and Cutting Plane Methods [J]. Industrial & Engineering Chemistry Research, vol. 6, No.5, pp. 2167- 2182, 2022. (SCI, JCR Q2, IF<2021>=4.2)

8.Runda Jia*, Shulei Zhang, Fengqi, You. Nonlinear Soft Sensor Development for Industrial Thickeners Using Domain Transfer Functional-Link Neural Network [J]. Control Engineering Practice, vol. 113, p. 104853, 2021. (SCI, JCR Q2, IF<2021>=4.9)

9.Runda Jia*, Shulei Zhang, Fengqi, You. Transfer Learning for End-Product Quality Prediction of Batch Processes Using Domain-Adaption Joint-Y PLS [J]. Computer & Chemical Engineering, vol. 140, p. 106943, 2020. (SCI, JCR Q2, IF<2021>=4.3)

10.Shulei Zhang, Runda Jia, Weimin Zhang, Hongru Chen. Data-Driven Nonlinear Robust Optimization for Gold Cyanidation Leaching Process [C]. in 2021 33rd Chinese Control and Decision Conference (CCDC), Kunming, China, 2021. (EI)

【专利】

1. 贾润达，张树磊，张卫敏，张斌，张华鲁. 一种基于DAJYPLS算法的浓密机底流浓度预测方法：中国, ZL 2019 1 0541282.9 [P]. 2023-04-07.