丁研 - 天津大学 - 环境科学与工程学院

个人简介

教育及工作经历： 2017.7-至今，天津大学环境科学与工程学院，副教授，博士生导师 2012.12-2017.6，天津大学环境科学与工程学院，讲师，硕士生导师 2014.7-2015.7，美国劳伦斯伯克利国家实验室，访问学者 2009.1-2010.1，国家住建部建筑节能与科技司 2007.9-2012.1，天津大学环境科学与工程学院，工学博士 2003.9-2007.7，天津大学环境科学与工程学院，工学学士获奖情况：天津市131创新型人才，天津大学北洋青年骨干教师，曾获华夏建设科技一等奖、二等奖、三等奖，天津市科学技术进步二等奖，天津市科学技术发明二等奖，天津市优秀勘察设计二等奖，中建集团科技二等奖，全国暖通空调制冷学术年会青年优秀论文奖，天津大学环境学院第九届青年教师讲课大赛一等奖，天津大学校级优秀研究生学位论文指导教师，MDV中央空调设计大赛优秀指导教师。在研项目：国家自然科学基金项目，基于信息融合方法的公共建筑短期冷热负荷预测研究，2017.1-2020.12 国家自然科学基金项目，办公建筑内部负荷扰量特性分析与叠加机理研究，2014.1-2016.12 国家重点研发计划项目，基于需求侧响应的能源调度技术研究，2016.7-2020.12 天津市重点研发计划项目，灵活响应电网需求的建筑能源站调度控制关键技术研发，2020.4-2023.3 天津市自然科学基金，基于人员行为特征的公共建筑用能需求预测模型研究，2019.4-2022.3 北京市燃气集团有限责任公司，薄膜型LNG储罐内罐施工环境温湿度达标方案研究，2021.8-2022.7 天津安捷物联科技股份有限公司，办公用能的预测方法，2021.3-2022.3 中国建筑科学研究院有限公司，天津市东丽区与静海区既有公共建筑调研信息审核，2020.9-2021.9 中铁三局集团第二工程有限公司，基于受限空间的地铁绿色建造关键技术研究项目，2020.5-2022.5 中国建筑科学研究院有限公司，天津市河西区既有公共建筑信息调研，2020.6-2021.6 艾普赛克（天津）国际新能源科技有限公司，天津市南部新城社区文化活动中心技术评价，2019.5-2019.6 中国建筑科学研究院天津分院，典型医院节能运行效果分析，2019.3-2019.5 武汉日新科技股份有限公司，长江中下游地区超低能耗建筑技术研究与示范，2016.7-2018.7 中国建筑第二工程局有限公司，典型国家机关办公楼节能运行效果分析，2016.8-2016.12 中建新塘（天津）投资发展有限公司，天津市南部新城社区文化活动中心办公楼综合测评，2015.7-2016.5 学术论著：《人工环境构建原理与技术》，主编，天津大学出版社，2020年12月第1版；《公共机构绿色建筑技术实施指南》，主编，中国建筑工业出版社，2019年11月第1版；《既有大型公共建筑用能系统高效运营管理技术指南》，副主编，天津大学出版社，2019年11月第1版；《建筑用能行为》，参编，中国建筑工业出版社，2021年5月第1版。

研究领域

建筑能源系统优化及人工智能，建筑负荷预测与优化设计，建筑环境低碳智慧化改造。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

A comprehensive scheduling model for electric vehicles in office buildings considering the uncertainty of charging load Ding Yan,Zhu Yan,Wang Qiaochu,Tian Zhe,Yan Rui,Yan Zhe,Xia Xi Page:109154 ISSN:0142-0615 2023 Container-title:International Journal of Electrical Power & Energy Systems A comprehensive model considering multiple types of occupant behavior for building energy performance prediction and simulation – taking a university campus as an example Yan Ding,Wanyue Chen,Zhiyao Wang,Shian Maun Nicole Kueh,Shen Wei &Fan Yang Received 12 Dec 2021, Accepted 01 Aug 2023, Published online: 22 Aug 2023 Cite this article https://doi.org/10.1080/19401493.2023.2250310 Electric Vehicle Charging Facility Configuration Method for Office Buildings Buildings 2023-03-29 | Journal article DOI: 10.3390/buildings13040906 CONTRIBUTORS: Yan Zhu; Yan Ding; Shen Wei; Hafiz Muhammad Yahya Zafar; Rui Yan Coordinated optimization of robustness and flexibility of building heating systems for demand response control considering prediction uncertainty Ding Yan,Bai Yang,Tian Zhe,Wang Qiaochu,Su Hao Page:120024 ISSN:1359-4311 2023 Container-title:Applied Thermal Engineering Short-term forecasting of building cooling load based on data integrity judgment and feature transfer Ding Yan,Huang Chen,Liu Kuixing,Li Peilin,You Weijie Page:112826 ISSN:0378-7788 2023 Container-title:Energy and Buildings A graph-theory-based dynamic programming planning method for distributed energy system planning: Campus area as a case study Ding Yan,Wang Qiaochu,Tian Zhe,Lyu Yacong,Li Feng,Yan Zhe,Xia Xi Page:120258 ISSN:0306-2619 2023 Container-title:Applied Energy Prediction Method for Office Building Energy Consumption Based on an Agent-Based Model Considering Occupant–Equipment Interaction Behavior Ding Yan,Pan Xiao,Chen Wanyue,Tian Zhe,Wang Zhiyao,He Qing Page:8689 ISSN:1996-1073 2022 Container-title:Energies Load pattern recognition based optimization method for energy flexibility in office buildings Wang Qiaochu,Ding Yan,Kong Xiangfei,Tian Zhe,Xu Linrui,He Qing Page:124475 ISSN:0360-5442 2022 Container-title:Energy A dual-objective trade-off approach to decide the optimum design parameters for internal cooling load calculation Ding Yan,Li Junchu,Liu Kuixing,Wei Shen,Chen Wanyue,Han Shuxue Page:112230 ISSN:0378-7788 2022 Container-title:Energy and Buildings Risk Assessment and Prevention Strategy of Virus Infection in the Context of University Resumption Buildings 2022-06-11 | Journal article DOI: 10.3390/buildings12060806 CONTRIBUTORS: Wanyue Chen; Yan Ding; Yu Zhang; Zhe Tian; Shen Wei Yan Ding*, Xiaoting Wei. Bi-level optimization model for regional energy system planning under demand response scenarios [J]. Journal of Cleaner Production, 323(11):129009, 2021. Yan Ding*, Wanyue Chen, Shen Wei, Fan Yang. An occupancy prediction model for campus buildings based on the diversity of occupancy patterns [J]. Sustainable cities and society, 64(1):102533, 2021. Yan Ding, Hao Su, Xiangfei Kong*, Zhenqin Zhang. Ultra-Short-Term Building Cooling Load Prediction Model Based on Feature Set Construction and Ensemble Machine Learning [J]. IEEE Access, 8(9):178733-178745, 2020. Yan Ding*, Xiaoting Wei, Qiaochu Wang. Optimization approach of passive cool skin technology application for the Building’s exterior walls. Journal of Cleaner Production, 256(5):120751, 2020. Yan Ding*, Hao Su, Kuixing Liu*, Qiaochu Wang. Robust commissioning strategy for existing building cooling system based on quantification of load uncertainty. Energy and Buildings, 225(10):110295, 2020. Yan Ding*, Xiaoru Ma, Shen Wei, Wanyue Chen. A prediction model coupling occupant lighting and shading behaviors in private offices. Energy and Buildings, 216(6):109939, 2020. Wanyue Chen, Yan Ding*, Li Bai, Yuexia Sun. Research on occupants’ window opening behavior in residential buildings based on the survival model. Sustainable cities and society, 60(9):102217, 2020. Yan Ding*, Qiaochu Wang, Zhaoxia Wang, Shuxue Han, Neng Zhu. An occupancy-based model for building electricity consumption prediction: A case study of three campus buildings in Tianjin. Energy and Buildings, 202(11):109412, 2019. Yan Ding, Qiaochu Wang, Xiangfei Kong*, Kun Yang. Multi-objective optimisation approach for campus energy plant operation based on building heating load scenarios. Applied Energy, 250(9):1600-1617, 2019. Qiang Zhang, Zhe Tian, Yan Ding*, Yakai Lu, Jide Niu. Development and evaluation of cooling load prediction models for a factory workshop. Journal of Cleaner Production, 230(9):622-633, 2019.

学术兼职

中国绿色商业建筑专业委员会委员，全国暖通空调学会性能模拟专委会委员，APEC可持续能源中心培训师。