张城瑀，工学博士，大连理工大学博士后、助理研究员，可持续建筑能源系统在线智控团队成员。本、硕、博均毕业于大连理工大学（导师：赵天怡教授），曾前往英国卡迪夫大学访学（合作导师：Yacine Rezgui教授和Zhiwen Luo教授）。

研究方向为建筑用户行为与需求预测，社区能源管理与柔性调度，新型电力系统与能源韧性。

入选2025年博士后创新人才支持计划和首届中国科协青年人才托举工程博士生专项计划（托举单位：中国建筑学会），现已发表学术论文22篇，出版英文专著1部，授权发明专利2项，参编辽宁省地方标准和中国工程建设标准化协会团体标准各1部，担任Applied Energy、Energy、Energy and Buildings、Journal of Building Engineering、Building Simulation、Frontiers of Architectural Research、Thermal Science and Engineering Progress、Case Studies in Thermal Engineering、Computers and Electrical Engineering、Journal of Asian Architecture and Building Engineering等国际期刊审稿人。

代表性成果：

01. 【科研项目】中华人民共和国人力资源和社会保障部博士后科学基金委员会，博士后创新人才支持计划(国家资助博士后研究人员计划A档)，基于用户需求与行为的建筑群能源系统多目标“供-需-储”联动调度研究。

02. 【英文专著】Tianyi Zhao, Chengyu Zhang, Ben Jiang. Machine learning and data analysis for energy efficiency in buildings: intelligent operation, maintenance, and optimization of building energy systems. 2025, Page: 428, Imprint: Elsevier Inc., ISBN: 978-0-443-28953-8.

03. 【学术论文】Chengyu Zhang, Yuan Su, Jiaming Wang, Yacine Rezgui, Zhiwen Luo, Yifan Wu, Chang Sun, Tianyi Zhao*. A critical review and future perspectives: How to define, assess, improve, and optimize the energy resilience for building energy systems by generalized flexible energy resources? Renewable and Sustainable Energy Reviews, 2026, 233, 116814. (IF=16.3)

04. 【学术论文】Chengyu Zhang, Yacine Rezgui, Zhiwen Luo, Ben Jiang, Tianyi Zhao*. Simultaneous community energy supply-demand optimization by microgrid operation scheduling optimization and occupant-oriented flexible energy-use regulation. Applied energy, 2024, 373, 123922. (IF=11.0)

05. 【学术论文】Chengyu Zhang, Jiaming Wang, Yuan Su, Yacine Rezgui, Zhiwen Luo, Yifan Wu, Chang Sun, Ben Jiang, Yiting Wang, Tianyi Zhao*. Novel energy consumption forecasting method employing weighted occupant behavior probabilities and physics-informed network with thermodynamic constrain in office buildings. Energy, 2026, 342, 139761. (IF=9.4)

06. 【学术论文】Chengyu Zhang, Zhiwen Luo, Yacine Rezgui, Tianyi Zhao*. Enhancing building energy consumption prediction introducing novel occupant behavior models with sparrow search optimization and attention mechanisms: A case study for forty-five buildings in a university community. Energy, 2024, 294, 130896. (IF=9.4)

07. 【学术论文】Chengyu Zhang, Liangdong Ma, Zhiwen Luo, Xing Han, Tianyi Zhao*. Forecasting building plug load electricity consumption employing occupant-building interaction input features and bidirectional LSTM with improved swarm intelligent algorithms. Energy, 2024, 288, 129651. (IF=9.4)

08. 【学术论文】Chengyu Zhang, Liangdong Ma, Xing Han, Tianyi Zhao*. Reconstituted data-driven air conditioning energy consumption prediction system employing occupant-orientated probability model as input and swarm intelligence optimization algorithms. Energy, 2024, 288, 129799. (IF=9.4)

09. 【学术论文】Chengyu Zhang, Zhiwen Luo, Yacine Rezgui, Tianyi Zhao*. Enhancing multi-scenario data-driven energy consumption prediction in campus buildings by selecting appropriate inputs and improving algorithms with attention mechanisms. Energy and Buildings, 2024, 311, 114133. (IF=7.1)

10. 【学术论文】Chengyu Zhang, Tianyi Zhao*, Kuishan Li. Quantitative correlation models between electricity consumption and behaviors about lighting, sockets and others for electricity consumption prediction in typical campus buildings. Energy and Buildings, 2021, 253, 111510. (IF=7.1)