崔璨

姓名：崔璨

职称/职务：副教授，博士生导师

泰山学者青年专家、山东省海外优秀青年基金获得者

电子信箱：cuican_ouc@126.com

研究方向:

[1] 深度强化学习理论及其应用；

[2] 智能控制与优化决策；

[3] 海洋平台结构健康监测；

[4] 暖通空调系统建模、设计与运维；

授课：

本科生课程：《自动化仪表与过程控制》、《电工学》

研究生课程：《先进控制》

研究生招生：

欢迎本专业及跨专业（海工、信息、能动等）具有较好数理、编程基础的同学加入本课题组。

本科生科研：

欢迎本校学有余力的优秀本科生提前加入课题组开展科研工作，探索感兴趣的研究课题。

主要学术成果：

发表SCI Top期刊论文20余篇 (1作/通讯10篇)；发表国际会议论文10篇；出版Springer-Nature英文专著1本 (3 Chapters)；5篇代表性论文：

[1] Cui C*, Li C, Li M. An Online Reinforcement Learning Method for Multi-zone Ventilation Control with Pre-Training[J]. IEEE Transactions on Industrial Electronics, 2022, 70(7): 7163-7172. 影响因子：8.162；中科院一区

[2] Li C, Cui C*, Li M. A proactive 2-stage indoor CO2-based demand-controlled ventilation method considering control performance and energy efficiency[J]. Applied Energy, 2023, 329: 120288. 影响因子：11.446；中科院一区

[3] Cui C, Zhang X*, Cai W. An energy-saving oriented air balancing method for demand controlled ventilation systems with branch and black-box model[J]. Applied Energy, 2020, 264: 114734. 影响因子：11.446；中科院一区

[4] Cui C, Zhang X*, Cai W, et al. A novel air balancing method for HVAC systems by a full data-driven duct system model[J]. IEEE Transactions on Industrial Electronics, 2020, 68(12): 12595-12606. 影响因子：8.162；中科院一区

[5] Cui C*, Liu Z, Li M. A two-phase online air balancing method for multi-zone ventilation systems based on distributed finite-time control[J]. Building and Environment, 2023: 110030.0 影响因子：7.093；中科院一区

专利：

授权中国发明专利11项（第一发明人），5项代表性专利：

[1] 海洋平台通风系统在线风平衡控制方法及控制系统。授权号：CN114265306B (中国发明专利，第一发明人)

[2] 基于温度和硫化氢浓度控制的海洋平台通风系统控制方法。授权号：CN114484822B (中国发明专利，第一发明人)

[3] 离线预训练-在线学习的通风系统风量控制方法。授权号：CN114216256B (中国发明专利，第一发明人)

[4] 一种应用于变风量系统的智能风阀及系统和控制方法。授权号：CN114838452B (中国发明专利，第一发明人)

[5] 一种易安装的智能风阀。授权号：CN114893898B (中国发明专利，第一发明人)

项目：

主持国家自然科学基金项目 1 项，省部级项目 2 项，其他项目 3 项；

Name: Can Cui

Title: Associate Professor

Taishan Scholars, Shandong Provincial Distinguished Young Scholars (Overseas)

E-mail: cuican_ouc@126.com;

Research interests:

[1] Deep reinforcement learning theory and its applications;

[2] Intelligent control and optimization decision-making;

[3] Health monitoring of offshore platform;

[4] HVAC system modeling, design and operation;

Course:

Undergraduate courses：Process Automation and Instrumentation; Electrotechnics;

Graduate courses：Advanced control

Major academic achievements:

Published one book (Springer Nature, 3 chapters), and more than 20 top SCI papers. Representative publications are as follows:

[1] Cui C*, Li C, Li M. An Online Reinforcement Learning Method for Multi-zone Ventilation Control with Pre-Training[J]. IEEE Transactions on Industrial Electronics, 2022, 70(7): 7163-7172. IF: 8.162; Top Journal

[2] Li C, Cui C*, Li M. A proactive 2-stage indoor CO2-based demand-controlled ventilation method considering control performance and energy efficiency[J]. Applied Energy, 2023, 329: 120288. IF: 11.446; Top Journal

[3] Cui C, Zhang X*, Cai W. An energy-saving oriented air balancing method for demand controlled ventilation systems with branch and black-box model[J]. Applied Energy, 2020, 264: 114734. IF: 11.446; Top Journal

[4] Cui C, Zhang X*, Cai W, et al. A novel air balancing method for HVAC systems by a full data-driven duct system model[J]. IEEE Transactions on Industrial Electronics, 2020, 68(12): 12595-12606. IF: 8.162; Top Journal

[5] Cui C*, Liu Z, Li M. A two-phase online air balancing method for multi-zone ventilation systems based on distributed finite-time control[J]. Building and Environment, 2023: 110030.0 IF: 7.093; Top Journal