围绕建筑碳中和重大需求,在建筑能效评估与故障诊断、可再生能源利用、低碳能源系统、智能电网及需求侧响应、传感器校准等方向进行了长期深入的研究,提出了一系列创新性研究方法和思想,致力于推动节能技术开发和成果转化工作,发表论文70余篇,其中SCI收录60余篇,他引3000余次,H-index =31, ESI高被引用论文7篇,部分代表性论文如下: [1] Kai Hu, Chengchu Yan*, Junjian Fang, Yizhe Xu, Rui Zhang, Chaoqun Zhuang. An enhanced multi-sensor calibration method for heating, ventilation,and air conditioning systems without prior knowledge of fault types. Building Simulation. https://doi.org/10.1007/s12273-025-1272-4. [2] Kai Hu, Rui Zhang, Yankai Yang, Yuhan Zhang, Yizhe Xu, Yanfeng Gong, Chengchu Yan *. A calibration method for multi-sensors in efficient chiller plant systems based on thermo-physical constraints. Applied Thermal Engineering 270, 2025, 126229. [3] Kai Hu,Chengchu Yan *,Jing Ye, Yizhe Xu,Zhenying Zhu, Yanfeng Gong. Sensor Fault Diagnosis and Calibration Techniques in Building Energy Systems: A Review and Future Outlook. Building and Environment.269,2025, 112365. [4]Chengchu Yan *, Kai Hu, Chao Xu, Chaoqun Zhuang, Junjian Fang, Yanfeng Gong. A novel high-dimensional sensor calibration framework integrating thermodynamic laws in complex HVAC systems. Energy & Buildings, 327, 2025, 115098. [5] Guanqun Wang, Junjian Fang, Chengchu Yan*, Dehai Huang, Kai Hu, Keyu Zhou. Advancements in smart building envelopes: A comprehensive review. Energy & Buildings, 312 2024, 114190. [6] Kai Hu, Chengchu Yan*, Chao Xu, Wenjun Li, Jing Ye, Yanfeng Gong, Yizhe Xu. Strategies for grid-friendly and uncertainty-adaptive design in zero energy buildings. Energy & Buildings, 307 2024, 113967. [7] Shuning Jia, Kai Sheng, Dehai Huang, Kai Hu, Yizhe Xu, Chengchu Yan*. Design optimization of energy systems for zero energy buildings based on grid-friendly interaction with smart grid. Energy,284, 2023, 129298. [8] Guannan Li, Yubei Wu, Chengchu Yan*, Xi Fang, Tao Li, Jiajia Gao, Chengliang Xu, Zixi Wang. An improved transfer learning strategy for short-term cross-building energy prediction using data incremental. Building Simulation, 17,2024,165-183 [9] Yizhe Xu, Chengchu Yan*, Guanqun Wang, Jingfeng Shi, Kai Sheng, Jun Li,Yanlong Jiang. Optimization research on energy-saving and life-cycle decarbonization retrofitting of existing school buildings: A case study of a school in Nanjing. Solar Energy, 254, 2023, 54–66. [10] Yongbao Chen*, Qiguo Yang, Zhe Che, Chengchu Yan, Shu Zeng, Mingkun Dai. Physics-informed neural networks for building thermal modeling and demand response control. Building and Environment, 234, 2023,110149. [11] Yizhe Xu, Chengchu Yan*, Dong Wang, Jun Li, Jingfeng Shi, Zefeng Lu, Qingsong Lu, Yanlong Jiang. Coordinated optimal design of school building envelope and energy system. Solar Energy, 244, 2022, 19-30. [12] Yizhe Xu, Chengchu Yan*, Shanhui Yan, Huifang Liu, Yan Pan, Faxing Zhu, Yanlong Jiang, A multi-objective optimization method based on an adaptive meta-model for classroom design with smart electrochromic windows, Energy, 243,2021,122777 , https://doi.org/10.1016/j.energy. 2021.122777. [13] Yizhe Xu, Chengchu Yan*, Hao Qian, Liang Sun, Gang Wang, and Yanlong Jiang. 2021. "A Novel Optimization Method for Conventional Primary and Secondary School Classrooms in Southern China Considering Energy Demand, Thermal Comfort and Daylighting". Sustainability 13, no. 23: 13119. https://doi.org/10.3390/su132313119 [14] Guangli Zhang, Kai Hu, Chengchu Yan*, Jingfeng Shi, Kai Sheng, Yanfeng Gong, Yizhe Xu. Optimal design and integration of multiple-function solar water heating systems based on a co-adaptive matchmaking method, Energy and Buildings, 252, 2021. 111492. [15] 陈丽萍,颜承初,龚延风等. 建筑环境与能源应用工程专业现代高素质人才培养探讨———以南京工业大学为例 [J]. 高等建筑教育,2021,30(1):49-55 [16] Jinyi Xu, Chengchu Yan*, Yizhe Xu, Jingfeng Shi, Kai Sheng and Xiaoping Xu. A hierarchical game theory based demand optimization method for grid-interaction of energy flexible buildings. Frontiers in Energy Research. 2021.736439. [17] 曾瑞璇,颜承初*,杨秀秀,孙龙飞,徐小平,邓亚宏.基于不确定性量化和自适应调试的空调冷却水系统优化设计[J].制冷与空调,2021,21(06):75-80+84. [18] 李梅,颜承初*,曾瑞璇,潘艳,黄正凯,孙志国,胡珏.不同温度冷表面结霜特性研究综述[J].低温与超导,2021,49(02):61-69. [19] Yizhe Xu, Chengchu Yan *, Jingfeng Shi, Zefeng Lu, Xiaofeng Niu, Yanlong Jiang, Faxing Zhu. An anomaly detection and dynamic energy performance evaluation method for HVAC systems based on data mining. Sustainable Energy Technologies and Assessments. 2021,44:101092. [20] Chengchu Yan, Fengling Wang, Yan Pan, Kui Shan, Risto Kosonen. A multi-timescale cold storage system within energy flexible buildings for power balance management of smart grids. Renewable Energy, 2020,161: 626-634. [21] 曾瑞璇,颜承初*,李梅.除湿等级划分及深度除湿技术研究进展[J].制冷学报,2020,41(06):12-21. [22] Yizhe Xu, Chengchu Yan*, Huifang Liu, Jin Wang, Zhang Yang, Yanlong Jiang. Smart energy systems: A critical review on design and operation. Sustainable Cities and Society, 2020, 62:102369. pp.36-41. |
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