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田玮

田玮教授简介 



田玮
 博士/教授
天津科技大学
机械工程学院

简介:

天津科技大学教授,天津大学博士,英国剑桥大学博士后,天津市青年千人计划。曾工作于加拿大卡尔加里(Calgary)大学、英国普里茅斯(Plymouth)大学、美国统计及应用数学研究中心(SAMSI)。国际建筑性能模拟协会(IBPSA)成员,全国暖通空调学会计算机模拟专业委员会(IBPSA-China)委员。研究方向包括绿色建筑能源综合利用及优化分析、过程装备能效优化、机电产品生命周期评价、城市区域能源空间分析、太阳能光伏光热技术、能源大数据机器学习、能耗不确定及敏感性分析、气候变化与建筑热性能相关性、工业自动化等。共发表100余篇论文,其中30余篇SCI论文,5篇一区和10篇二区论文,1篇论文入选ESI高被引论文。主持或作为主要研究人员主持国家自然科学基金委员会、教育部、天津科委、英国工程和自然科学研究委员会(EPSRC)、加拿大自然科学和工程研究委员会(NSERC)、美国国家科学基金会(NSF)等国内和国际研究项目。
教育工作经历:

2013-今,天津科技大学机械学院,天津青年千人计划

2011-2013,英国剑桥大学(University of Cambridge)工程学院,研究助理

2011-2011,美国统计及应用数学研究中心(SAMSI),研究员

2009-2011,英国普利茅斯大学(Plymouth),工程学院,博士后

2006-2008,加拿大卡尔加里大学(Calgary),环境设计系,博士后

2003-2006,天津大学化工学院,博士研究生

2000-2003,天津四友化学品公司,化工设备及自动设计,工程师

1997-2000,天津轻工业学院机械工程学院,硕士研究生

1993-1997,天津轻工业学院机械工程学院,本科

 

研究方向:

1: 建筑节能

· 绿色建筑能耗的模拟与检测 

· 城市微气候、建筑能耗与太阳能技术的相互影响

· 地理信息系统(GIS)和空间回归方法用于城市建筑能耗分析

· 不确定性、敏感性分析和机器学习方法应用于建筑能耗分析

· 贝叶斯方法用于城市和单体建筑能源分析

2: 过程工业节能控制

· 过程工业过程模拟

· 过程工业能耗检测及优化分析

· 工业设备生命周期评价

· 过程工业的监测及控制

 

科研项目:

1. 国家自然科学基金面上项目,基于机器学习算法的城区建筑能耗不确定性及敏感性研究,2018.01-2021.12,主持

2. 教育哲学社会科学研究重大课题攻关项目,可持续发展中的绿色设计研究,2017.01-2019.12子课题负责人。

3. 教育部“留学回国人员科研启动基金,基于全局性敏感性分析方法的建筑节能研究2015/03-2017/03,主持。

4. 天津市科学技术委员会应用基础与前沿技术研究计划,编号:14JCYBJC42600,基于三维城市地理信息系统的天津市建筑节能研究,2014-2017,主持。

5. 天津科技大学,基于地理信息系统的校园建筑能耗研究,2013/12-2016/09,主持。

6. 英国工程和自然科学研究委员会EPSRC项目 (Energy Efficient Cities, EP/F034350/1),时间:2011.2-2013.8

7. 美国国家科学基金会项目“Risk Conscious Design and Retrofit of Buildings for Low Energy (NSF 1038248) led by Prof. Godfried Augenbroe of the Georgia Institute of Technology, USA”,时间:2011.11-2013.8

8. 美国国家科学基金会项目,Program on uncertainty quantification in SAMSI: (Statistical and Applied Mathematical Sciences Institute, Durham, NC), 工程研究中的不确定分析,时间:2011.10-2011.12

 

学术兼职:

1. 国际建筑性能模拟协会成员,IBPSA (International Building Performance Simulation Association) 

2. 国际会议科学委员会成员:Building Simulation and Optimization (BSO) 2014, eSIM (Canada) 2014, ASA(49th International Conference of the Architectural Science Association) 2016

3. 国际期刊审稿人:Building and Environment, Applied Energy, Solar Energy, Energy and Buildings, Energy, International Journal of Climatology, Journal of Civil Engineering and Management, Journal of Building Performance Simulation, Building Simulation, Journal of Cleaner Production, International Journal for Uncertainty Quantification

4. 际会议审稿人:BS2015 (IBPSA conference)BS2017 (IBPSA conference)Building Simulation and Optimization (BSO) 2014, eSIM (Canada) 2014, 50th International Conference of the Architectural Science Association

5. 全国暖通空调学会计算机模拟专业委员会(暨IBPSA-China)委员

6. 重点研发计划省部级项目评审人

 

教授课程

1. 代工程统计分析博士课程)

2. 能源环境学(研究生课程

3. 验设计与数据分析(研究生课程

4. 过程装备设计(本科生课程

 

发表论文:

英文期刊(近年来):

1) Wei Tian*, Song Yang, Jian Zuo, ZhanYong Li, YunLiang Liu, Relationship between built form and energy performance of office buildings in a severe cold Chinese region, Building Simulation: an International Journal, 2017,10(1):11-24.

2) Qi Zhang, Da Yan, Jingjing An, Tianzhen Hong, Wei Tian, Kaiyu Sun, Spatial distribution of internal heat gains: A probabilistic representation and evaluation of its influence on cooling equipment sizing in large office buildings, Energy and Buildings, 2017, 139:407-416.

3) Wei Tian*, Pieter de Wilde, Impact of global warming on thermal performance of domestic buildings using probabilistic climate data, International Journal of Global Warming, 2016, 10(4): 514-535.

4) Wei Tian*, Yunliang Liu, Yeonsook Heo, Da Yan, Zhanyong Li, Jingjing An, and Song Yang, Relative Importance of Factors Influencing Building Energy in Urban Environment, Energy, 2016, 111: 237-250.

5) Wei Tian*, Song Yang, Zhanyong Li, Shen Wei, Wei Pan, Yunliang Liu, Identifying informative energy data in Bayesian calibration of building energy models, Energy and Buildings, 2016, 119: 363-376.

6) Song Yang, Wei Tian*, Eduard Cubi, QingXin Meng, YunLiang Liu, Lai Wei, Comparison of Sensitivity Analysis Methods in Building Energy Assessment, Procedia Engineering, Volume 146, 2016, Pages 174-181.

7) Lai Wei, Wei Tian*, Jian Zuo, Zhi-Yong Yang, YunLiang Liu, Song Yang, Effects of Building Form on Energy Use for Buildings in Cold Climate Regions, Procedia Engineering, Volume 146, 2016, Pages 182-189, ISSN 1877-7058, http://dx.doi.org/10.1016/j.proeng.2016.06.370.

8) Song Yang, Wei Tian*, Yeonsook Heo, Qingxing Meng, Lai Wei, Variable Importance Analysis for Urban Building Energy Assessment in the Presence of Correlated Factors, Procedia Engineering, Volume 121, 2015, Pages 277-284

9) Lai Wei, Wei Tian*, Elisabete A. Silva, Ruchi Choudhary, QingXin Meng, Song Yang, Comparative Study on Machine Learning for Urban Building Energy Analysis, Procedia Engineering, Volume 121, 2015, Pages 285-292

10) Wei Tian*, R Choudhary, G Augenbroe, SH Lee, Importance analysis and meta-model construction with correlated variables in evaluation of thermal performance of campus buildings, Building and Environment, 2015, 92, 61-74

11) J. Munkhammar, J. Bishop, J. Sarralde, Wei Tian, Ruchi Choudhary, Household Electricity Use, Electric Vehicle Home-Charging and Distributed Photovoltaic Power Production in The City of Westminster, Energy and Buildings, 2015, 86, 439-448

12) Wei Tian*, J Song, Z Li, Spatial regression analysis of domestic energy in urban areas, Energy, 2014, 76, 629-640

13) Wei Tian*, J Song, Z Li, P de WildeBootstrap techniques for sensitivity analysis and model selection in building thermal performance analysis, Applied Energy, 2014, 135, 320-328

14) Ruchi Choudhary, Wei Tian, Influence of district features on energy consumption in non-domestic buildings, Building research and information, 2014, 42 (1), 32-46.

15) Wei Tian*, A review of sensitivity analysis methods in building energy analysisRenewable and Sustainable Energy Reviews, 2013, 20, 411-419

16) Wei Tian, Ruchi Choudhary, A Probabilistic energy model for non-domestic building sectors: applied to analysis of school buildings in Greater London, Energy and Buildings, 2012,54: 1-11.

17) Pieter de Wilde, Wei Tian, Management of thermal performance risks in buildings subject to climate change. Building and Environment, 2012, 55: 167-177.

18) Pieter de Wilde, Wei Tian, Towards probabilistic performance metrics for climate change impact studies, Energy and Buildings, 2011, 43(11): 3013-3018.

19) Wei Tian, Pieter de Wilde, Uncertainty and sensitivity analysis of building performance using probabilistic climate projections: A UK case study, Automation in Construction, 2011, 20(8): 1096-1109

20) Wei Tian, Pieter de Wilde, Thermal building simulation using the UKCP09 probabilistic climate projections, Journal of Building Performance Simulation, 2011, 4(2): 105-124.

英文会议(近年来):

1) Wei Tian*, Xing Fu, Yu Sun, Baoquan Yin, Xianhao Meng, and Yunliang Liu, Sustainable Building Design Based on the Second Order Probability Approach, ISHAVC 2017 (the 10th International Symposium on Heating, Ventilation and Air Conditioning), JiNan,China, October 19-22

2) Wei Tian*, Xianhao Meng, Baoquan Yin, Yu Sun, Yunliang Liu and Xing Fu, Design of Robust Green Buildings Using a Non-probabilistic Uncertainty Analysis Method , ISHAVC 2017 (the 10th International Symposium on Heating, Ventilation and Air Conditioning), JiNan,China, October 19-22

3) Wei Tian*, Yunliang Liu, Jian Zuo , Baoquan Yin, Yu Sun, Xing Fu and Xianhao Meng, Building Energy Assessment Based on a Sequential Sensitivity Analysis Approach, ISHAVC 2017 (the 10th International Symposium on Heating, Ventilation and Air Conditioning), JiNan, China, October 19-22

4) Wei Tian*, Xianhao Meng, Junxia Zhang, Hui Zheng, Yunliang Liu, Xing Fu, Carbon emissions of three types of evaporator systems based on the Monte Carlo sampling method, The 17th APCChE2017 (Asian-Pacific Confederation of Chemical Engineering), Hong Kong, (26th presentation) 23-27 August, 2017

5) Wei Tian*, Xing Fu, Zhanyong Li, Long Wu, Yunliang Liu, Xianhao Meng, Uncertainty and sensitivity analysis of thermal performance for dimpled plate evaporators, The 17th APCChE2017 (Asian-Pacific Confederation of Chemical Engineering), Hong Kong, (poster) 23-27 August, 2017

6) Wei Tian*, Song Yang, QingXin Meng, Lai Wei, Spatial Variation of Urban Building Energy Analysis, Building Simulation Conference 2015, Hyderabad, India, December 7-9, 2015.

7) Wei Tian*, Lai Wei, Pieter de Wilde, Song Yang, QingXin Meng, Exploratory Spatial Data Analysis of Building Energy in Urban Environments, Building Simulation Conference 2015, Hyderabad, India, December 7-9, 2015.

8) Wei Tian, Adam Rysanek, Ruchi Choudhary*, Yeonsook Heo, High Resolution Energy Simulations at City Scale, Building Simulation Conference 2015, Hyderabad, India, December 7-9, 2015.

9) Wei Tian*, Pieter de Wilde, Effects of probabilistic climate change on carbon emissions and overheating for a detached house, The 5th Global Conference on Global Warming (GCGW2014) , Beijing, China, May 2529, 2014.

10) Wei Tian, Qiang Wang, Jitian Song, and Shen Wei, Calibrating Dynamic Building Energy Models using Regression Model and Bayesian Analysis in Building Retrofit Projects, eSim Conference, Ottawa, Canada, May 7th to 10th, 2014.

中文期刊及会议(近年来):

1) 田玮,刘云亮,孙禹,尹宝泉,孟庆新,孟献昊,傅兴,基于地理信息系统的城市建筑能耗模型建立方法,建筑节能,201745(7): 40-46

2) 孟献昊,田玮*,张峻霞,刘云亮,傅兴,降膜蒸发器的全生命周期评价,2017国化工学会年会,20171014-15日,北京议中心。

3) 成,朱丽,田玮,城市建筑布局的能耗敏感性分析,哈尔滨工业大学学报,2017

4) 高新源,徐庆,李占勇,田玮,张建国. 生物质快速热解装置研究进展. 化工进展,2016,10:3032-3041.

5) 成,朱丽,田玮,刘倩如,高力强,基于低能耗目标的建筑功能布局研究,建筑学报学术论文专刊2016年增刊总第14

6) 田玮,魏来,李占勇,孟庆新,宋继田,杨松,基于机器学习的建筑能耗模型适用性研究,天津科技大学学报,2016, 31(3): 54-59

7) 田玮,魏来,朱丽,何成,孙禹,杨松,城市规模的建筑能耗研究综述,建筑节能201644(300): 59-64

8) 松,,魏来王志伟,周中凯,付水胜,德生,储玉玲,食品工业中碳排放不确定性研究食品研究与开20163711215-218

9) 冷红,孙禹,田玮,基于空间关的地市建筑能耗分布量化模型及其应用,地域研究与开发,2015346):82-88

10) 宋玉臣宋继田韩峰田玮许晓飞. 超声式蒸发器强化传热性能分析[J]. 机电信息,2015,20:24-28+32.


通信地址:天津市河西区大沽南路
1038号天津科技大学563信箱

邮政编码:300222
电话022-60600705
E-mailweitian[at]tust.edu.cn