刚文杰
1988-05
博士
副教授
分布式能源、低能耗建筑、智能建筑
gangwenjie@hust.edu.cn
https://scholar.google.com/citations?user=ziGciu4AAAAJ&hl=zh-CN

个人简介
yd2333云顶电子游戏:一、个人简介
申请人长期从事建筑节能与可再生能源研究,在大数据与智慧建筑、零能耗建筑、多能互补综合能源系统等研究方向取得了一系列成果,共发表SCI/EI论文60余篇,参与编写专著1本,主持国家自然科学基金青年项目1项,参与国家自然科学基金2项,作为课题骨干参与国家重点研发计划一项,主持参与多项企业联合项目,涵盖民用与军工领域;多次参加国内外学术会议并担任国际会议分会场主席。指导多组学生创新创业训练项目并发表学术论文、指导学生参加CAR-ASHRAE竞赛并获奖。
yd2333云顶电子游戏:二、 教育背景
2012.8-2015.11,香港理工大学,屋宇设备工程系,博士
2009.9-2012.6,yd2333云顶电子游戏,供热供燃气通风及空调工程系,研究生
2005.9-2009.6,yd2333云顶电子游戏,建筑环境与设备工程系,本科
yd2333云顶电子游戏:三、工作经历
2016.12-至今,yd2333云顶电子游戏,建筑环境与能源应用工程系,副教授
2015.11-2016.12,香港理工大学,屋宇设备工程系,博士后
2015.1-2015.4,美国佐治亚理工学院,建筑系,访问学者
2011.12-2012.3,澳大利亚阿德莱德大学,机械工程系,访问学者
yd2333云顶电子游戏:四、学科专业与研究方向
专业领域:建筑环境与设备工程、供热供燃气通风及空调工程、建筑技术科学
研究方向:多能互补分布式能源、建筑能源系统不确定性与可靠性、零能耗建筑、绿色建筑、机器学习与建筑智能化控制、地源热泵技术
yd2333云顶电子游戏:五、近年主要研究项目
1. 国家自然科学基金委员会,青年项目, 基于随机不确定性与非概率不确定性量化分析的中央空调系统性能预测与优化配置方法研究(51808238),2019.01-2021.12,26万,主持
2. 中央高校基本科研业务费专项资金资助,考虑需求侧随机特性的夏热冬冷地区分布能源系统研究,(2017KFYXJJ213),2017.01-2019.12,8万,主持
3. 特色小镇全可再生能源多能互补热电气储耦合供能系统关键技术及示范/多时空多类型全可再生能源热电气储耦合利用系统结构和规划设计方法,国家重点研发计划,2019.04-2023.04,参与
4. 香港研究资助局,通用基金,关注不确定性和可靠性的区域供冷系统的概率优化及自适应设计和调试(Probabilistic Optimal and Adaptive Design and Test & Commissioning of District Cooling Systems Concerning Uncertainties and Reliability),63.2421港币, (15207918)2018-2019,参与
5. 国家自然科学基金委员会,面上项目,外层定型相变与内嵌管式通风屋面的主动隔热与蓄冷机制研究,(51778255),2018.01-2021.12,60万,参与
6. 国家自然科学基金委员会,青年项目,基于主动隔热与排风热回收的建筑外窗耦合动态传热模型及实验研究,(51808239), 2019.01-2021.12,24万,参与
7. 西安丝路国际会议中心高大空间气流组织模拟,企业合作项目,2019,主持
8. 气流组织模拟技术服务合同,企业合作项目,2019,主持
9. 地铁车站分区负荷测量方法及其构成特性分析,企业合作项目,2017-2019,参与
10. 园区智慧能源系统控制优化与改造,企业合作项目,2021年,主持
11. 典型场景高效用能及节能降耗研究,企业合作项目,2021年,主持
12. 海上平台柔直换流站主要电气设备散热仿真研究,2021年,主持
yd2333云顶电子游戏:六、人才培养及招生/招聘计划
研究生培养:
· 目前共毕业研究生6名,工作方向为大型设计院、研究院、设备厂家、读博深造;
· 多人获得国家奖学金、企业奖学金;
· 读研期间100%参加国内外大型学术会议与交流,人均2次+;
本科生培养:
· 指导的本科生多次获得学校优秀毕业设计(2019年、2020年、2022年);
· 指导多组国家级、省级、校级大创项目;
ü 202010487063,高校学生宿舍能耗特征分析与预测,国家级
ü 202210487073,基于机器学习的建筑中短期负荷预测,国家级
ü S202010487126,高校宿舍用电行为及需求侧响应措施研究,省级
ü S202010487135,不同天窗设计下中庭热环境及舒适性研究,省级
ü S202210487201,基于夏热冬冷地区高校宿舍用电规律的需求侧响应策略研究,省级
ü S201910487037,基于数据挖掘的大学宿舍动态电费机制研究,省级
ü 2019A0190,用户个性化特征与建筑热舒适相关性分析,校级
ü 2019A0182,考虑朝向与高度的建筑能耗与室内空气品质研究,校级
招生计划:
· 预计招收2023年入学学术性与专业型研究生各一名,欢迎保送或报考!
· 博士待定
yd2333云顶电子游戏:七、发表论文
国际期刊
[1] Ziwei Xiao, Wenjie Gang*, Jiaqi Yuan, Zhuolun Chen, Ji Li, Xuan Wang, Xiaomei Feng. Impacts of data preprocessing and selection on energy consumption prediction model of HVAC systems based on deep learning. Energy and Buildings 2022; 258: 111832.
[2] Liao Li, Chong Zhang, Wenjie Gang, jinbo Wang. Frequency thermal characteristic and parametric study of multi-functional building envelope for coolth recovery and thermal insulation: Modelling and experimental validation. Energy and Buildings 2021; 253: 111541.
[3] Ziwei Xiao, Cheng Fan, Jiaqi Yuan, Xinhua Xu, Wenjie Gang*. Comparison between artificial neural network and random forest for effective disaggregation of building cooling load. Case Studies in Thermal Engineering 2021;28: 101589.
[4] Jiaqi Yuan, Ziwei Xiao, Xiaofei Chen, Zhan Lu, Ji Li, Wenjie Gang*. A Temperature & Humidity Setback Demand Response Strategy for HVAC Systems. Sustainable Cities and Society 2021; 75: 103393.
[5] Ziwei Xiao#, Wenjie Gang#, Jiaqi Yuan, Ying Zhang, Cheng Fan. Cooling load disaggregation using a NILM method based on random forest for smart buildings. Sustainable Cities and Society 2021; 74: 103202.
[6] Zaixun Ling,Qian Tao, Jingwen Zheng, Ping Xiong, Manjia Liu, Ziwei Xiao*, Wenjie Gang*. A Nonintrusive Load Monitoring Method for Office Buildings Based on Random Forest. Buildings 2021; 11(10): 449
[7] Liao Li, Chong Zhang, Xinhua Xu, Jinghua Yu, Feifei Wang, Wenjie Gang, Jinbo Wang. Simulation study of a dual-cavity window with gravity-driven cooling mechanism. Building Simulation 2021; 1-14
[8] Yunchun Yang, Jiaqi Yuan, Ziwei Xiao, Hao Yi, Chong Zhang, Wenjie Gang**, Hemin Hu*, Energy consumption characteristics and adaptive electricity pricing strategies for college dormitories based on historical monitored data. Energy and Buildings 2021; 245: 111041.(principle corresponding author)
[9] Chong Zhang, Jinbo Wang, Liao Li, Wenjie Gang. Condensation risk of exhaust air heat recovery window system: Assessment, key parameters, and prevention measure. Case Studies in Thermal Engineering 2021; 24:100830
[10] Jiaqi Yuan, Ziwei Xiao, Chong Zhang, Wenjie Gang*. A control strategy for distributed energy system considering the state of thermal energy storage. Sustainable Cities and Society 2020; 63; 102492
[11] Jiaqi Yuan, Chengliao Cui, Ziwei Xiao, Chong Zhang, Wenjie Gang*. Performance analysis of thermal energy storage in distributed energy system under different load profiles. Energy Conversion and Management 2020; 208: 112596
[12] Xiaofei Chen, Jinmei Xiao, Jiaqi Yuan, Ziwei Xiao, Wenjie Gang*. Application and performance analysis of 100% renewable energy systems serving low-density communities. Renewable Energy 2021; 176: 433-446.
[13] Zaixun Ling, Yibo Cui, Jingwen Zheng, Yu Guo, Wanli Cai, Xiaofei Chen, Jiaqi Yuan*, Wenjie Gang*.Design Optimization and Comparative Analysis of 100% Renewable Energy Systems for Residential Communities in Typical Areas of China When Considering Environmental and Economic Performance.2021; 13: 10590.
[14] Ying Zhang, Nevzat Akkurt, Jiaqi Yuan, Ziwei Xiao, Qianjiang Wang, Wenjie Gang*. Study on model uncertainty of water source heat pump and impact on decision making. Energy and Buildings 2020; 109950
[15] Chong Zhang, Jinbo Wang, Liao Li, Wenjie Gang*. Dynamic thermal performance and parametric analysis of a heat recovery building envelope based on air-permeable porous materials. Energy 2020;
[16] Jinghua Yu, Kangxin Leng, Hong Ye, Xinhua Xu, Yongqiang Luo, Jinbo Wang, Xie Yang, Qingchen Yang, Wenjie Gang. Study on thermal insulation characteristics and optimized design of pipe-embedded ventilation roof with outer-layer shape-stabilized PCM in different climate zones.Renewable Energy 2020;147: 1609-1622
[17] Tian Yan, Zhongwei Sun, Jiajia Gao, Xinhua Xu, Jinghua Yu, Wenjie Gang. Simulation study of a pipe-encapsulated PCM wall system with self-activated heat removal by nocturnal sky radiation.Renewable Energy 146; 2020:1451-1464.
[18] Chong Zhang, Jinbo Wang, Liao Li, Feifei Wang*, Wenjie Gang*. Utilization of Earth-to-Air Heat Exchanger to Pre-Cool/Heat Ventilation Air and Its Annual Energy Performance Evaluation: A Case Study. Sustainability 2020; 12(20): 8330.
[19] Chong Zhang, Wenjie Gang, Xinhua Xu, Liao Li, Jinbo Wang Modelling, experimental test, and design of an active air permeable wall by utilizing the low-grade exhaust air. Applied Energy 2019; 240: 730-743.
[20] Jinghua Yu, Qingchen Yang, Hong Ye, Yongqiang Luo, Junchao Huang, Xinhua Xu, Wenjie Gang, Jinbo Wang. Thermal performance evaluation and optimal design of building roof with outer-layer shape-stabilized PCM. Renewable Energy 2020: 145: 2538-2549
[21] Chong Zhang, Chengliao Cui, Ying Zhang, Jiaqi Yuan, Yimo Luo, Wenjie Gang*. A review of renewable energy assessment methods in green building and green neighborhood rating systems. Energy and Buildings 2019; 195: 68-81.
[22] Chong Zhang, Xue Xue, Qianzhou Du, Yimo Luo, Wenjie Gang*. Study on the performance of distributed energy systems based on historical loads considering parameter uncertainties for decision making. Energy 2019; 176: 778-791.
[23] Cheng Fan, Jiayuan Wang, Wenjie Gang*, Shenghan Li. Assessment of deep recurrent neural network-based strategies for short-term building energy predictions. Applied Energy 2019; 236:700-710.
[24] Chong Zhang, Wenjie Gang, Jinbo Wang, Xinhua Xu, Qianzhou Du. Numerical and experimental study on the thermal performance improvement of a triple glazed window by utilizing low-grade exhaust air. Energy 2019; 167: 1132-1143.
[25] Tao Wen,Yimo Luo, Weifeng He, Wenjie Gang, Liyuan Sheng. Development of a novel quasi-3D model to investigate the performance of a falling film dehumidifier with CFD technology. International Journal of Heat and Mass Transfer 2019; 132: 431-442.
[26] Jinbo Wang, Qianzhou Du, Chong Zhang, Xinhua Xu, Wenjie Gang. Mechanism and preliminary performance analysis of exhaust air insulation for building envelope wall. Energy and Buildings 2018; 173:516-529.
[27] Jiajia Gao, Anbang Li, Xinhua Xu, Wenjie Gang*, Tian Yan. Ground heat exchangers: Applications, technology integration and potentials for zero energy buildings. Renewable Energy 2018; 128: 337-349;
[28] Chong Zhang, Wenjie Gang, Jinbo Wang, XinhuaXu, Qianzhou Du. Experimental investigation and dynamic modeling of a triple-glazed exhaust air window with built-in venetian blinds in the cooling season. Applied Thermal Engineering 2018; 140: 73-85.
[29] Jiajia Gao, Jing Kang, Chong Zhang, Wenjie Gang*. Energy Performance and Operation Characteristics of Distributed Energy Systems with District Cooling Systems in Subtropical Areas Under Different Control Strategies. Energy 2018; 153: 849-860.
[30] Jing Kang, Shengwei Wang, Wenjie Gang. Performance of Distributed Energy Systems in Buildings in Cooling Dominated Regions and the Impacts of Energy Policies. Applied Thermal Engineering 2017; 281-291.
[31] Tian Yan, Xinhua Xu, Dun Qiu, Wenjie Gang. A Quasi-Steady-State Simplified Model for Pipe-encapsulated PCM. Procedia Engineering 2017; 205: 3243-3250.
[32] Chengchu Yan, Wenjie Gang, Xiaofeng Niu, Xujian Peng, Shengwei Wang. Quantitative Evaluation of the Impact of Building Load Characteristics on Energy Performance of District Cooling Systems. Applied Energy 2017; 205: 635-643.
[33] Hang Wan, Xinhua Xu*, Anbang Li, Wenjie Gang. A wet-bulb temperature-based control method for controlling the heat balance of the ground soil of a hybrid ground-source heat pump system. Advances in Mechanical Engineering 2017 9(6); 1–12.
[34] Qianzhou Du, Wenjie Gang*, Shengwei Wang, Jinbo Wang, Xinhua Xu. Application of Distributed Energy Systems in Subtropical and High Density Urban Areas. Energy Procedia 2017; 142: 2870-2876
[35] Jing Kang, Shengwei Wang, Wenjie Gang. Performance and Benefits of Distributed Energy Systems in Cooling Dominated Regions: A Case Study. Kang J, Wang S, Gang W. Performance and Benefits of Distributed Energy System. Energy Procedia 2017; 142:1991-1996.
[36] Shengwei Wang, Wenjie Gang. Design and Control Optimization of Energy Systems of Smart Buildings Today and in the Near Future. Frontiers of Engineering Management 2017; 4: 58-66.
[37] Wenjie Gang, Shengwei Wang, Fu Xiao. District Cooling Systems and Individual Cooling Systems: Comparative Analysis and Impacts of Key Factors. Science and Technology for the Built Environment 2017; 23: 241-250.
[38] Wenjie Gang, Shengwei Wang, Godfried Augenbroe, Fu Xiao. Robust Optimal Design of District Cooling Systems and the Impacts of Uncertainty and Reliability. Energy and Buildings 2016; 122: 11-22.
[39] Wenjie Gang, Godfried Augenbroe, Shengwei Wang, Cheng Fan, Fu Xiao. An Uncertainty-Based Design Optimization Method for District Cooling Systems. Energy 2016; 102: 516-527.
[40] Wenjie Gang, Shengwei Wang, Fu Xiao, Dian-ce Gao. District Cooling Systems: Technology Integration, System Optimization, Challenges and Opportunities for Applications. Renewable & Sustainable Energy Reviews 2016; 53: 253-264.
[41] Wenjie Gang, Shengwei Wang, Dian-ce Gao, Fu Xiao. Performance Assessment of District Cooling Systems for A New Development District at Planning Stage. Applied Energy 2015; 140: 33-43.
[42] Wenjie Gang, Shengwei Wang, Kui Shan, Dian-ce Gao. Impacts of Cooling Load Calculation Uncertainties on the Design Optimization of Building Cooling Systems. Energy and Buildings 2015; 94:1-9.
[43] Wenjie Gang, Shengwei Wang, Chengchu Yan, Fu Xiao. Robust Optimal Design of Building Cooling Systems Concerning Uncertainties Using Mini-Max Regret Theory. Science and Technology for the Built Environment 2015; 21(6): 789-799.
[44] Wenjie Gang, Shengwei Wang, Fu Xiao, Dian-ce Gao. Robust Optimal Design of Building Cooling Systems Considering Cooling Load Uncertainty and Equipment Reliability. Applied Energy 2015, 159: 265-275.
[45] Wenjie Gang, Jinbo Wang, Shengwei Wang. Performance Analysis of Hybrid Ground Source Heat Pump Systems Based on ANN Predictive Control. Applied Energy 2014; 136:1138-1144.
[46] Wenjie Gang, Jinbo Wang. Predictive ANN Models of Ground Heat Exchanger for the Control of Hybrid Ground Source Heat Pump Systems. Applied Energy 2013; 112: 1146-1153.
[47] Dian-ce Gao, Shengwei Wang, Wenjie Gang, Fu Xiao. A Model-based Adaptive Method for Evaluating the Energy Impact of Low Delta-T Syndrome in Complex HVAC Systems Using Support Vector Regression. Building Services Engineering Research and Technology 2016; 37(5): 573-596.
Conference papers:
[1] Ziwei Xiao, Jiaqi Yuan, Wenjie Gang*, Chong Zhang, Xinhua Xu. A NILM method for cooling load disaggregation based on artificial neural network. E3S Web of Conferences 2019;111
[2] Ying Zhang, Chengliao Cui, Jiaqi Yuan, Chong Zhang, Wenjie Gang*. Quantification of model uncertainty of water source heat pump and impacts on energy performance. IOP Conference Series: Earth and Environmental Science 238; 2019
[3] Qianzhou Du, Chengliao Cui, Ying Zhang, Chong Zhang, Wenjie Gang, Shengwei Wang. Promotion of distributed energy systems integrated with district cooling systems considering uncertainties in energy market and policy in China. Energy Procedia 2018; 149: 256-265
[4] Wenjie Gang, Shengwei Wang, Jing Kang, Jinbo Wang. Performance of Distributed Energy Systems Integrated with District Cooling Systems in Cooling Dominated Areas. The 10 th International Symposium on Heating, Ventilation and Air Conditioning. October 19~22 2017, Jinan, China
[5] Wenjie Gang, Shengwei Wang, Jinbo Wang, Xinhua Xu. Application of Distributed Energy Systems in Subtropical and High Density Urban Areas. The 9th International Conference on Applied Energy. August 21~24 2017, Cardiff, UK
[6] Wenjie Gang, Shengwei Wang, Dian-ce Gao. Impact of Uncertainties on the Application of District Cooling Systems and Individual Cooling Systems. Accepted by the 9th International Symposium on Heating Ventilation and Air Conditioning-the 3nd International Conference on Building Energy and Environment. July 12-15 2015, Tianjin, China.
[7] Wenjie Gang, Shengwei Wang, Fu Xiao, Dian-ce Gao. Performance Assessment of District Cooling System Coupled with Different Energy Technologies in Subtropical Area. The 7th International Conference on Applied Energy. March 28-31 2015, Abu Dhabi, United Arab Emirates.
[8] Wenjie Gang, Shengwei Wang, Fu Xiao, Dian-ce Gao, Chengchu Yan. Performance Assessment of District Cooling Systems Based on Uncertainty Analysis at Plan and Design Stage. The 2nd International Conference on Sustainable Urbanization. January 7-9 2015, Hong Kong.
[9] Dian-ce Gao, Shengwei Wang, Kui Shan, Wenjie Gang. On-site evaluation of fault-tolerant control approaches for enhanced operation and energy performance of building HVAC systems. The 2nd International Conference on Sustainable Urbanization. January 7-9 2015, Hong Kong.
[10] Wenjie Gang, Shengwei Wang, Fu Xiao, Dian-ce Gao. Feasibility study of the application of district cooling system in subtropical area with various energy resources. The 13th International Conference on Sustainable Energy Technologies. August 25– 28 2014, Geneva, Switzerland.
[11] Wenjie Gang, Jinbo Wang, Shengwei Wang. Performance analysis and comparison of hybrid ground source heat pump systems based on ANN predictive control. The 5th International Conference on Applied Energy. July 1~4 2013. Pretoria, South Africa.
中文期刊论文
[1] 杨云春,彭赟,漆晨宇,易浩,肖紫薇,刚文杰*.自然通风策略对高校宿舍室内空气品质的影响.制冷与空调(四川),2021,35(02):175-181.
[2] 徐新华,李骥,冯宇欣,刚文杰.基于灰色理论的建筑需求冷量预测研究.暖通空调,2021,51(08):64-69.
[3] 陈勰,熊宸,程楠,李依然,袁嘉琦,刚文杰*.空调与自然通风工况下用户个性化特征对热舒适影响分析[J].制冷与空调(四川),2021,35(02):182-188.
[4] 杨云春,易浩,彭赟,漆晨宇,李峻雄,刚文杰*.高校学生宿舍用电量特征与电费计价原则.煤气与热力,2020,40(09):14-18+41-42.
[5] 陈勰,熊宸,程楠,李依然,刚文杰*.高校学生热舒适感的影响因素.煤气与热力,2020,40(09):19-22+42-43.
[6] 杜前洲, 姜梅,刚文杰*, 张冲,王劲柏,基于实测数据的夏热冬暖地区校园建筑负荷分析,制冷与空调,2019,33(2),135-142.
[7] 张冲,王劲柏,刚文杰,李辽.建筑外墙排风隔热机制的动态传热模型及实验研究,建筑科学,2019 04;2-9
[8] 刚文杰,王劲柏. 基于预测的复合地源热泵系统控制方法研究. 制冷与空调 2012; 01:65-59.
[9] 刚文杰,王劲柏. 基于预测的复合地源热泵系统控制方法实现. 可再生能源 2012; 01:97-101.
[10] 刚文杰,代洪浪,杨文广,王劲柏. 复合式地源热泵系统三维非稳态数值模型研究. 制冷与空调2012; 26(3): 313-318.
[11] 刚文杰,王劲柏. 基于预测的复合地源热泵系统控制方法研究.制冷与空调2012; 26(1):7-11.
[12] 刚文杰,王劲柏. 土壤换热器预测模型的研究与优化. 建筑科学 2011; 12:91-95.