个人简历
仉梦林,山东青岛人,中国地质大学(武汉)自动化学院特任教授,博师生/硕士生导师,地大学者“青年拔尖”人才(A类)。2017年获武汉大学电气工程专业博士学位;2017年至2019年,在华中科技大学电气与电子工程学院开展博士后研究工作,隶属由中国科学院院士程时杰院士、长江学者文劲宇教授领衔的SGO课题组;2019年至2021年,在丹麦科技大学电气工程学院电力与能源中心开展博士后研究工作,合作导师为吴秋伟教授;2021年11月,作为海外引进人才加盟中国地质大学。
个人主要研究方向包括电力系统及综合能源系统规划与运行、配电市场分布式优化与负荷灵活性、可再生能源特性分析与建模、随机/鲁棒/分布鲁棒等不确定性优化理论与建模、大电网分布式优化计算、机器学习等,与包括美国密歇根大学、田纳西大学、香港理工大学、清华大学、华中科技大学以及武汉大学在内的多所国内外顶尖高校合作开展前沿研究,致力于为电力与能源行业的标准与政策制定提供数据支撑,为国家电网与能源企业输送优秀人才。隶属多机器人与人机协同技术实验室,团队负责人陈鑫教授为楚天教授、湖北省杰青,团队以多智能体优化控制、音乐机器人、电网智能运维、地质钻进与海洋船舶控制为主要研究方向,致力于为国家智能装备研发与工业控制行业培养优秀人才和领军人才,解决工程实际难题,推动行业发展。
近年来主持国家自然科学基金青年项目一项、中国博士后科学基金一项,参与清华大学、华中科技大学的国家面上基金项目3项,作为技术骨干参与了中丹政府间科技创新重点专项项目、ABB公司咨询项目、国家电网及南方电网等多个横向项目。共发表中英文论文70余篇,在《IEEE Transactions on Power Systems》、《IEEE Transactions on Sustainable Energy》、《Renewable and Sustainable Energy Reviews》、《Applied Energy》、《中国电机工程学报》等电力与能源顶尖期刊上以一作/通讯作者发表SCI/EI论文15篇,出版Elsevier英文专著1部,多篇中文论文获评《中国知网》高PCSI论文、高被引论文、高下载论文,Google Scholar总引用量700余次。担任《Applied Energy》青年编委、《IET Renewable Power Generation》 编委及技术委员会成员、《上海交通大学学报》青年编委,担任IEEE 旗下、Elsevier旗下电力与能源领域多个顶尖期刊的审稿人。
招生方向
热忱欢迎电气工程专业、自动化专业、数学专业、计算机专业、能源专业等具有不同专业背景的学生加盟课题组,为电力与能源行业贡献自己的一份力量!
Google Scholar 个人主页:https://scholar.google.com/citations?user=8SxHAmQAAAAJ&hl=zh-CN
英文专著
Qiuwei Wu, Jin Tan, Menglin Zhang, Xiaolong Jin, and Ana Turk. Optimal Operation of Integrated Multi-Energy Systems Under Uncertainty. Elsevier, published in September 2021.
部分发表论文
Menglin Zhang, Qiuwei Wu, Jinyu Wen, Bo Zhou, Qinyue Guan, Jin Tan, Zhongwei Lin, Fang Fang. Day-ahead stochastic scheduling of integrated electricity and heat system considering reserve provision by large-scale heat pumps [J]. Applied
Energy, 2022, 307: 118143.
Menglin Zhang, Qiuwei Wu, Theis Bo Harild Rasmussen, Xiaodong Yang, Jinyu Wen. Heat Pumps in Denmark: Current situation of providing frequency control ancillary services[J]. CSEE Journal of Power and Energy Systems, 2022, 8(3): 769-779.
Menglin Zhang, Qiuwei Wu, Jinyu Wen, Xizhen Xue, Zhongwei Lin, Fang Fang. Real-time optimal operation of integrated electricity and heat system considering reserve provision of large-scale heat pumps [J]. Energy, 2021, 237: 121606.
Menglin Zhang, Qiuwei Wu, Jinyu Wen, Zhongwei Lin, Fang Fang, and Qun Chen. Optimal operation of integrated electricity and heat system: A review of modeling and solution methods[J]. Renewable & Sustainable Energy Reviews, 2021, 135: 110098.
Jin Tan, Qiuwei Wu*, Menglin Zhang*, Wei Wei, Feng Liu. Chance-constrained energy and multi-type reserves scheduling exploiting flexibility from combined power and heat units and heat pumps[J]. Energy, 2021, 233: 121176.
Ana Turk, Qiuwei Wu*, and Menglin Zhang*. Model predictive control based real-time scheduling for balancing multiple uncertainties in integrated energy system with power-to-x[J]. International Journal of Electrical Power and Energy Systems, 2021, 130: 107015.
Lingling Le, Jiakun Fang, Menglin Zhang*, Kaiwen Zeng, Xiaomeng Ai, Qiuwei Wu, and Jinyu Wen. Data-driven stochastic unit commitment considering commercial air conditioning aggregators to provide multi-function demand response[J]. International Journal of Electrical Power & Energy Systems, 2021, 129: 106790.
Menglin Zhang, Qiuwei Wu, Jinyu Wen, Bo Pan, and Shiqiang Qi. Two-stage stochastic optimal operation of integrated electricity and heat system considering reserve of flexible devices and spatial-temporal correlation of wind power[J]. Applied Energy, 2020, 275: 115357.
Menglin Zhang, Jiakun Fang, Xiaomeng Ai, Hang Shuai, Wei Yao, Haibo He, and Jinyu Wen. Feasibility identification and computational efficiency improvement for two-stage RUC with multiple wind farms[J]. IEEE Transactions on Sustainable Energy, 2020, 11(3): 1669-1678.
Menglin Zhang, Xiaomeng Ai, Jiakun Fang, Wei Yao, and Jinyu Wen. Partition-combine uncertainty set for robust unit commitment[J]. IEEE Transactions on Power Systems, 2020, 35(4): 3266-3269.
Menglin Zhang, Lingling Le, Jiakun Fang, Xiaomeng Ai, Wei Yao, and Jinyu Wen. Stochastic unit commitment with air conditioning loads participating in reserve service[J]. IET Renewable Power Generation, 2019, 13(16): 2977-2985.
Menglin Zhang, Xiaomeng Ai, Jiakun Fang, Wenping Zuo, Wei Yao, Zhe Chen, and Jinyu Wen. A systematic approach for the joint dispatch of energy and reserve incorporating demand response[J]. Applied Energy, 2018, 230: 1279-1291.
Sheng Cai, Menglin Zhang, Yunyun Xie, Qiuwei Wu, Xiaolong Jin, Zhengrong Xiang. Hybrid stochastic-robust service restoration for wind power penetrated distribution systems considering subsequent random contingencies[J]. IEEE Transactions on Smart Grid, 2022, 13(4): 2859-2872.
Enrica Raheli, Qiuwei Wu, Menglin Zhang, Changyun Wen. Optimal coordinated operation of integrated natural gas and electric power systems: A review of modeling and solution methods[J]. Renewable & Sustainable Energy Reviews, 2021, 145: 111134.
Mikhail Skalyga, Qiuwei Wu, and Menglin Zhang. Uncertainty-fully-aware coordinated dispatch of integrated electricity and heat system[J]. Energy, 2021, 224: 120182.
主持/参与项目
| 国家自然科学基金(主持) |
基于分形不确定性集合的双高电-热综合系统分布式调度研究 | |
| 中丹政府间国际科技创新合作重点专项(技术骨干) |
Using Flexible District Heating with Heat Pumps for Integrated Electricity and Heat Dispatch with Renewables | |
| 中国博士后科学基金项目(主持) |
基于数据空间分割的机组组合鲁棒-随机混合调度方法 | |
| 广东电网公司科技合作项目(技术骨干) |
用户侧参与电网辅助服务的市场交易机制研究 | |
| ABB公司科技合作项目(技术骨干) |
Modelling and Analysis of Large-Scale Photovoltaic Plants Equipped with Panel Level DC Optimizers | |
| 广西电网公司科技合作项目(技术骨干) |
含风电场的电力系统优化调度研究 |
学术兼职
2022.10-至今,Applied Energy,Young Editorial Board Member (YEB)
2021.11-至今,《上海交通大学学报》(EI 期刊),青年编委
2021.02-至今,IET Renewable Power Generation (RPG),Accociate editor
教育经历
[1] 2007.9-2011.6
西南交通大学 | 电气工程及其自动化 | 学士学位 | 大学本科
[2] 2011.9-2017.6
武汉大学 | 电气工程 | 博士学位 | 博士研究生
工作经历
[1]
丹麦科技大学(Top 100 in QS World University Rankings 2022)
|
Postdoctal Researcher
[2] 2017.7-2019.9
华中科技大学
|
电气与电子工程学院
|
博士后
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