張樹磊，男，1996年4月，工學(xué)博士，講師。
教育經(jīng)歷
2020.09-2024.07威尼斯wnsr9778 控制科學(xué)與工程，博士
2018.09-2020.08威尼斯wnsr9778 控制理論與控制工程，碩士
工作經(jīng)歷
2024.07-至今 威尼斯wnsr9778秦皇島分校 講師
研究方向
基于強(qiáng)化學(xué)習(xí)與大語(yǔ)言模型的選冶及相關(guān)工業(yè)領(lǐng)域應(yīng)用研究；
能源管理系統(tǒng)的優(yōu)化與調(diào)度方法研究；
面向不確定條件的模型預(yù)測(cè)控制方法研究；
招收碩士研究生方向
歡迎自動(dòng)化、控制工程、控制理論與控制工程等專業(yè)學(xué)生報(bào)考碩士研究生
授課
深度學(xué)習(xí)基礎(chǔ)與Python實(shí)踐，電力系統(tǒng)分析
科研情況
【在研項(xiàng)目】
1. 多源不確定性下濃密脫水過(guò)程知識(shí)增強(qiáng)預(yù)測(cè)控制與增量協(xié)同優(yōu)化，國(guó)家自然科學(xué)基金青年科學(xué)基金項(xiàng)目（C類），2026.01-2028.12，主持
2. 不確定性條件下濃密脫水過(guò)程智能協(xié)同優(yōu)化與控制，中央高?；究蒲袠I(yè)務(wù)費(fèi)，2025.01-2027.12,主持
3. 威尼斯wnsr9778秦皇島分校引進(jìn)人才啟動(dòng)基金，2024.07-2029.06,主持
4. 基于5G的選冶過(guò)程智能優(yōu)化技術(shù)開發(fā)與工業(yè)驗(yàn)證，國(guó)家重點(diǎn)研發(fā)計(jì)劃課題，2021.12-2025.11，參與
【結(jié)題項(xiàng)目】
1. 礦物加工流程大數(shù)據(jù)關(guān)鍵技術(shù)研究與應(yīng)用，國(guó)家重點(diǎn)研發(fā)計(jì)劃，2020.01-2022.12,參與
學(xué)術(shù)成果
研究成果在EEE/CAA Journal of Automatica Sinica, Applied Energy, Control Engineering Practice等國(guó)際頂級(jí)期刊以及國(guó)內(nèi)外重要會(huì)議上發(fā)表學(xué)術(shù)論文10余篇。
【代表性學(xué)術(shù)論文】
1. Shulei Zhang, Runda Jia. A Self-healing Predictive Control Method for Discrete-time Nonlinear Systems [J]. IEEE/CAA Journal of Automatica Sinica, 2025. (SCI, JCR Q1, IF<2024>=19, 中科院1區(qū)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區(qū)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區(qū)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區(qū)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. Tianyu Li, Shixin Liu, Runda Jia, Kang Li, Xi Chen, Shulei Zhang*. A Learning-Based Robust Model Prediction Control for Industrial Thickener [C]. in 2025 37rd Chinese Control and Decision Conference (CCDC), Xiamen, China, 2025. (EI)
【專利】
1. 賈潤(rùn)達(dá);張樹磊;張衛(wèi)敏;張斌;張華魯;一種基于DAJYPLS算法的濃密機(jī)底流濃度預(yù)測(cè)方法, 2023-04-07, 中國(guó), CN201910541282.9
2. 賈潤(rùn)達(dá);李志奇;張樹磊;何大闊;陳旭利;一種濃密脫水工序的協(xié)調(diào)調(diào)度優(yōu)化方法, 2022-04-15,中國(guó), CN202210400000.5
3. 賈潤(rùn)達(dá);張斌;張華魯;張樹磊;張衛(wèi)敏;一種濃密脫水過(guò)程入料異常工況的自愈控制方法, 2020-10-23, 中國(guó), CN201811242090.X
聯(lián)系方式
辦公室：科技樓5009
郵箱：zhangshulei@neuq.edu.cn；
