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师资队伍

崔明建

Date:2022年01月07日

个人资料:

姓名:崔明建

职称:教授

学科专业:电力系统自动化

通讯地址:天津大学电气自动化与信息工程学院26教学楼D

电子信箱: mj_cui at tju dot edu dot cn

 

简介:

崔明建,博士(后),国家级青年项目入选者,天津大学英才教授(长聘正高)IEEE高级会员,长期从事新能源预测、电力系统优化运行、电力系统数据分析、电力系统网络安全、智能电网、机器学习和深度学习等方面研究。主持和参与多项国家自然科学基金、973项目和课题。在SCI/EI收录的学术期刊和学术会议上发表论文70余篇,其中第一作者IEEE Trans会刊15篇。担任国际期刊IEEE Transactions on Power SystemsIEEE Power Engineering LettersIEEE Open Access Journal of Power and EnergyIET Generation Transmission & DistributionIET Smart GridProtection and Control of Modern Power Systems编辑/副编辑 (Editor/Associate Editor),《电力系统保护与控制》青年专家编委,《智慧电力》专家顾问委员会委员,中国电工技术学会青年工作委员。担任多个国内外学术期刊的评审专家,包括IEEE PES Letters和七个IEEE Trans会刊,以及多个国际学术会议的专题主席。获得2017年“IEEE PES General Meeting最佳会议论文 (Best Paper Award)”,20162017年《中国电机工程学报》优秀审稿专家,2018IEEE TSG优秀审稿专家,20192020IEEE TSTE优秀审稿专家,2020年“领跑者5000-中国精品科技期刊顶尖学术论文”。

主要经历:

2021.12至今 天津大学,电力系统及其自动化专业,教授

2020.06-2021.10 美国田纳西大学,电力系统及其自动化专业,研究员,合作教授:Fangxing Li

2019.05-2020.05 美国南卫理工会大学,电力系统及其自动化专业,研究助理教授,合作教授:Jianhui Wang

2017.11-2019.04 美国南卫理工会大学,电力系统及其自动化专业,博士后助理研究员,合作教授:Jianhui Wang

2016.03-2017.10 美国得州大学达拉斯分校,电力系统及其自动化专业,博士后助理研究员,合作教授:Jie ZhangBri-Mathias Hodge

2014.09-2015.09 美国国家可再生能源实验室(NREL),访问学者,合作教授:Jie ZhangBri-Mathias Hodge

2010.09-2015.12 武汉大学,电力系统及其自动化专业,工学博士,导师:孙元章

2006.09-2010.06 武汉大学,电力系统及其自动化专业,工学学士

 

主要研究方向:

长期从事新能源预测、电力系统优化运行、电力系统数据分析、电力系统网络安全、智能电网、机器学习和深度学习等方面研究。

 

代表性论著、学术著作:

学术论文:

[1]      Mingjian Cui, Fangxing Li, Hantao Cui, Siqi Bu, and Di Shi, “Data-driven joint voltage stability assessment considering load uncertainty: a variational Bayes inference integrated with multi-CNNs”, IEEE Transactions on Power Systems, vol. 37, no. 3, pp. 1904-1915, May 2022.

[2]      Mingjian Cui and Jianhui Wang, “Deeply hidden moving-target-defense for cybersecure unbalanced distribution systems considering voltage stability”, IEEE Transactions on Power Systems, vol. 36, no. 3, pp. 1961-1972, May 2021.

[3]      Mingjian Cui, Jianhui Wang, and Bo Chen, “Flexible machine learning-based cyberattack detection using spatiotemporal patterns for distribution systems,” IEEE Transactions on Smart Grid, vol. 11, no. 2, pp. 1805–1808, Mar. 2020.

[4]      Mingjian Cui, Jianhui Wang, Yishen Wang, Ruisheng Diao, and Di Shi, “Robust time-varying synthesis load modeling in distribution networks considering voltage disturbances”, IEEE Transactions on Power Systems, vol. 34, no. 6, pp. 4438-4450, Nov. 2019.

[5]      Mingjian Cui, Jianhui Wang, Anthony R. Florita, and Yingchen Zhang, “Generalized graph Laplacian based anomaly detection for spatiotemporal micro-PMU data”, IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 3960-3963, Sep. 2019.

[6]      Mingjian Cui, Mahdi Khodayar, Chen Chen, Xinan Wang, Ying Zhang, and Mohammad E. Khodayar, “Deep learning based time-varying parameter identification for system-wide load modeling”, IEEE Transactions on Smart Grid, vol. 10, no. 6, pp. 6102-6114, Nov. 2019.

[7]      Mingjian Cui, Jianhui Wang, and Meng Yue, “Machine learning based anomaly detection for load forecasting under cyberattacks”, IEEE Transactions on Smart Grid, vol. 10, no. 5, pp. 5724-5734, Sep. 2019.

[8]      Mingjian Cui, Jianhui Wang, Jin Tan, Anthony R. Florita, and Yingchen Zhang, “A novel event detection method using PMU data with high precision”, IEEE Transactions on Power Systems, vol. 34, no. 1, pp. 454-466, Jan. 2019.

[9]      Mingjian Cui, Venkat Krishnan, Bri-Mathias Hodge, and Jie Zhang, “A Copula-based conditional probabilistic forecast model for wind power ramps”, IEEE Transactions on Smart Grid, vol. 10, no. 4, pp. 3870-3882, Jul. 2019.

[10]   Mingjian Cui and Jie Zhang, “Estimating ramping requirements with solar-friendly flexible ramping product in multi-timescale power system operations”, Applied Energy, vol. 225, pp. 27-41, Sep. 2018.

[11]   Mingjian Cui, Jie Zhang, Qin Wang, Venkat Krishnan, and Bri-Mathias Hodge, “A data-driven methodology for probabilistic wind power ramp forecasting”, IEEE Transactions on Smart Grid, vol. 10, no. 2, pp. 1326-1338, Mar. 2019.

[12]   Mingjian Cui, Jie Zhang, Bri-Mathias Hodge, Siyuan Lu, and Hendrik F. Hamann, “A methodology for quantifying reliability benefits from improved solar power forecasting in multi-timescale power system operations”, IEEE Transactions on Smart Grid, vol. 9, no. 6, pp. 6897-6908, Nov. 2018.

[13]   Mingjian Cui, Cong Feng, Zhenke Wang, and Jie Zhang, “Statistical representation of wind power ramps using a generalized Gaussian mixture model,” IEEE Transactions on Sustainable Energy, vol. 9, no. 1, pp. 261-272, Jan. 2018.

[14]   Mingjian Cui, Jie Zhang, Hongyu Wu, and Bri-Mathias Hodge, “Wind-friendly flexible ramping product design in multi-timescale power system operations,” IEEE Transactions on Sustainable Energy, vol. 8, no. 3, pp. 1064-1075, Jul. 2017.

[15]   Mingjian Cui, Jie Zhang, Anthony R Florita, Bri-Mathias Hodge, Deping Ke, and Yuanzhang Sun, “An optimized swinging door algorithm for identifying wind ramping events,” IEEE Transactions on Sustainable Energy, vol. 7, no. 1, pp. 150-162, Jan. 2016.

[16]   Mingjian Cui, Deping Ke, Yuanzhang Sun, Di Gan, Jie Zhang, and Bri-Mathias Hodge, “Wind power ramp event forecasting using a stochastic scenario generation method,” IEEE Transactions on Sustainable Energy, vol. 6, no. 2, pp. 422-433, Apr. 2015.

 

专利:

[1]      一种基于PMU数据驱动的轨道交通电力系统异常事件检测方法,申请号:202211156455.3

[2]      一种风电功率爬坡事件概率场景预测方法,专利号:ZL 201410221495.0

[3]      一种超短期风电功率滑动预测方法,专利号:ZL 201310064615.6

[4]      一种互联电网运营的安全性评估方法,专利号:ZL 201210060440.7

 

主要讲授课程:

本科生:电力市场概论(本科生)

 

主要学术成就、奖励及荣誉:

[1]      2022国家级青年项目入选者

[2]      2020天津大学“英才教授”

[3]      2020“领跑者5000-中国精品科技期刊顶尖学术论文(2019F5000)”

[4]      2019/2020(连续两次)IEEE Transactions on Sustainable Energy(一区SCI源刊,TOP期刊)优秀审稿专家

[5]      2018 IEEE Transactions on Smart Grid(一区SCI源刊,TOP期刊)优秀审稿专家

[6]      2017 IEEE PES General Meeting 最佳会议论文 (Best Paper Award)

[7]      2016/2017(连续两次)《中国电机工程学报》优秀审稿专家

其他(社会兼职等):

[1]      IEEE Transactions on Power SystemsIEEE TPWRS,一区SCI源刊,TOP期刊)副编辑 (Associate Editor)2021年至今

[2]      IEEE Power Engineering Letters 编辑 (Editor)2020年至今

[3]     IEEE Open Access Journal of Power and Energy (IEEE OAJPE) 编辑 (Editor)2020年至今

[4]      IET Generation, Transmission & Distribution (IET GTD) 副编辑 (Associate Editor)2021年至今

[5]      IEEE PES 中国区委员会对外联络办公室秘书,2020年至今

[6]      美国电气与电子工程学会高级会员 (Senior Member of IEEE)2018年至今

[7]      中国电工技术学会第八届理事会青年工作委员会委员

[8]      《电力系统保护与控制》期刊第二届青年学术委员会委员


招生信息:

  课题组科研启动经费非常充足,欢迎对科研工作有浓厚兴趣的同学加入。需要有较强的数学功底和熟练编程能力,及较好的英文阅读表达能力,喜欢探索前沿问题,诚实守信并具有团队合作精神。课题组与国外著名高校和研究机构具有良好的合作关系,注重多学科交叉。每年招收硕/博士研究生3-4人,欢迎具有电气、数学、通信、自动化等相关专业背景的同学联系报考(直接电子邮件联系即可)。