亿百电竞平台:高殿策
一、个人基本信息
2023.6-今：亿百电竞平台，教授，博士生导师
2016.12-2023.6：亿百电竞平台，副教授，博士生导师
2016.01-2016.12：香港理工大学，Research Fellow
2013.01-2016.01：香港理工大学，博士后
2009.02-2013.06：香港理工大学，哲学博士
电子邮箱：gaodiance@126.com
二、学科方向
智能科学与技术 (本科)；控制科学与工程、电子信息专业(硕、博研究生)。
（课题组招收博士后、博士、硕士和优秀本科生，欢迎邮件联系）
面向国家“双碳”重大需求，研究领域专注于智慧城市楼宇环境及复杂能源系统的智能优化控制及数据挖掘与分析，属信息技术、控制技术与建筑环境与能源技术的多学科交叉领域：
-基于人工智能（AI-based）的优化控制技术
-机器学习算法（迁移学习、元学习、深度学习、强化学习）及其在智慧城市的应用
-面向智能电网(Smart Grid)应用的建筑能源智能管理与低碳优化控制
-中央空调系统优化控制及故障诊断
-面向微电网应用的新能源、储能技术及优化调度
-全直流供电建筑优化调度
三、科研项目
1. 国家自然科学基金项目（面上），需求响应模式下主被动混合相变围护结构蓄放能特性对建筑用能柔性增强机理研究（52278133），2023.1-2026.12，主持。
2. 国家自然科学基金项目（面上），快速需求响应机制下相变蓄能建筑多系统非稳态耦合响应特性量化研究与调控机理（51778642），2018.1-2021.12，主持。
3. 广东省自然科学基金（面上）：面向智能电网应用的相变蓄能建筑动态用能优化需求响应关键技术及示范平台开发（2021A1515012265），2021.1-2023.12，主持。
4. 横向课题，深圳某广场项目集中商业建筑中央空调系统智能化节能控制，主持。
5. 香港理工大学研究基金，Energy Performance Assessment and Optimization on Existing Campus Buildings，2015-2018，主要参与完成人。
6. 香港政府研究资助委员会,15215215,Development of A Fast Building Power Demand Response Control Strategy for Smart Grids,2015/01-2018/12,主要参与完成人。
7. 香港政府研究资助委员会,An Interactive Building Energy Demand Management Strategy for Smart Grid，2014/01-2017/12, 主要参与完成人。
8. 香港政府研究资助委员会,Design and Control Optimizations of Net-Zero Energy Buildings Integrated with Micro-Grid,2013/01-2016/12,主要参与完成人。
9. 香港政府研究资助委员会，533109，Study on the Thermodynamic Characteristics and Optimal Control of Buildings with Energy Performance Enhanced by Integrating Phase Change Materials (PCMs),2009/01-2013/12,主要参与完成人。
10. 横向课题-香港新世界中心能源优化项目（30万平米）,2012-2017,主要参与完成人,具体负责项目实施。
11. 横向课题-香港地铁集团（MTR）能源优化项目,2013-2016,主要参与完成人,具体负责项目实施。
12. 横向课题-香港民航处总部能源优化项目,2014-1016,主要参与完成人,具体负责项目实施。
13. 横向课题-复杂空调系统优化控制软件包开发,2012-2013,主要参与完成人,具体负责项目实施。
四、论著专利
（一）专著
1. 高殿策，孙勇军，高层建筑中央空调系统稳健优化控制及诊断技术，科学出版社，2022 ( ISBN：9787030719553) .
2. Dian-ce Gao, Diagnosis and Robust Control of Complex Building Central Chilling Systems for Enhanced Energy Performance, Springer, 2019.
3. Shengwei Wang and Dian-ce Gao, “Building Life-Cycle Commissioning and Optimisation: Approach and Practice”, book chapter in China's Energy Efficiency and Conservation, edited by Bin Su and Elspeth Thomson, Springer Singapore, 2016
（二）论文
1. Wenke Zou, Yongjun Sun, Dian-ce Gao, Xu Zhang, Junyao Liu. A review on integration of surging plug-in electric vehicles charging in energy-flexible buildings: Impacts analysis, collaborative management technologies, and future perspective. Applied Energy 2023; 331: 120393.
2. Zhiqiang You , Yongjun Sun, Shanjun Mo, Wenke Zou, Xu Zhang and Dian-ce Gao*.Experimental Evaluation of the Effects of Passive Phase Change MaterialWalls on the Building Demand Response for Smart Grid Applications. Buildings 2022; 12: 1830.
3. Xu Zhang, Yongjun Sun, Dian-ce Gao*, Wenke Zou, Jianping Fu, Xiaowen Ma. Similarity-based grouping method for evaluation and optimization of dataset structure in machine-learning based short-term building cooling load prediction without measurable occupancy information. Applied Energy 2022; 327: 120144.
4. Wenke Zou, Yongjun Sun, Dian-ce Gao*, Xu Zhang. Globally optimal control of hybrid chilled water plants integrated with small-scale thermal energy storage for energy-efficient operation. Energy 2023; 262: 125469.
5. Dian-ce Gao, Sheng Zhang, Yongjun Sun, Chuanwen Zhou, Yu Bu, Jiale Chai. A novel model of mixed-particle coating for accurate performance quantifications at varying composition percentages. International Journal of Heat and Mass Transfer 2022; 191: 122833.
6. Dian-ce Gao, Yongjun Sun, Xingxing Zhang, Pei Huang, Yelin Zhang. A GA-based NZEB-cluster planning and design optimization method for mitigating grid overvoltage risk. Energy 2022; 243:123051.
7. Dian-ce Gao, Yongjun Sun, Alan ML Fong, Xiaobin Gu. Mineral-based form-stable phase change materials for thermal energy storage: A state-of-the art review. Energy Storage Materials 2022; 46: 100-128.
8. Dian-ce Gao, Y.J. Sun, Z. Ma, H. Ren. A review on integration and design of desiccant air-conditioning systems for overall performance improvements. Renewable and Sustainable Energy Reviews, 2021;141:110809.
9. Dian-ce Gao,Yongjun Sun,Chuanwen Zhou,Yu Bu,Yan Bao,Jiale Chai. Numerical and experimental study on a double-layered coating design using supplemental property particles for achieving user-desired thermal and aesthetic performance. Energy 2020；211: 118683.
10. Qian Jiang, Dian-ce Gao*, Li Zhong, Shiwen Guo, An Xiao. Quantitative sensitivity and reliability analysis of sensor networks for well kick detection based on dynamic Bayesian networks and Markov chain. Journal of Loss Prevention in the Process Industries 2020;66: 104180.
11. Fengming Ran, Dian-ce Gao*, Xu Zhang, Shuyue Chen. A virtual sensor based self-adjusting control for HVAC fast demand response in commercial buildings towards smart grid applications. Applied Energy 2020; 269: 115103.
12. Kui Shan, Jiayuan Wang, Maomao HU, Dian-ce Gao*. A model-based control strategy to recover cooling energy from thermal mass in commercial buildings. Energy 2019; 172:958-967
13. Dian-ce Gao, Wang S.W., Shan Kui. In-situ Implementation and Evaluation of An Online Robust Control Strategy for avoiding Low delta-T Syndrome in Complex Chilled Water Systems of High-rise Buildings. Applied Energy 2016; 171:541-554.
14. Dian-ce Gao, Wang S.W., Gang W.J.,Xiao F., 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.
15. Dian-ce Gao, Yongjun Sun. A GA-Based Coordinated Demand Response Control for Building Group Level Peak Demand Limiting with Benefits to Grid Power Balance. Energy and Buildings 2016; 110:31-40.
16. Dian-ce Gao, Wang S.W., Shan Kui, Yan C.C. A system-level fault detection and diagnosis method for low delta-T syndrome in the complex HVAC systems. Applied Energy 2016; 164: 1028-1038.
17. Dian-ce Gao, Yongjun Sun, Yuehong Lu. A Robust Demand Response Control for Commercial Buildings with Load Prediction Uncertainty Considered. Energy 2015; 93:275-283.
18. Dian-ce Gao, Shengwei Wang, Fu Xiao and Kui Shan, A fault detection and diagnosis method for low delta-T syndrome in a complex air-conditioning system. Energy Procedia 2014; 61: 2514-2517.
19. Dian-ce Gao, Wang S.W., Sun Y.J. and Xiao F. Diagnosis of the low temperature difference syndrome in the chilled water system of a super high-rise building: a case study. Applied Energy 2012; 98(1): 597-606.
20. Dian-ce Gao, Wang S.W., and Sun Y.J. A fault-tolerant and energy efficient control strategy for primary–secondary chilled water systems in buildings. Energy and buildings 2011; 43(12): 3646–3656.
21. Wang S.W., Dian-ce Gao, Sun Y.J. and Xiao F. An online adaptive optimal control strategy for complex building chilled water systems involving intermediate heat exchangers. Applied Thermal Engineering 2013; 50(1): 614-628.
22. Xiaowen Ma, Dian-ce Gao*, DongLiang. Improved Control Strategy of Variable Speed Pumps in Complex Chilled Water Systems Involving Plate Heat Exchangers. Procedia Engineering 2017; 205:2800-2806.
23. S.W. Wang, Z.J. Ma and Dian-ce Gao Performance enhancement of a complex chilled water system using a check valve: Experimental validations, Applied Thermal Engineering 2010; 30(17-18):2827-2832.
24. Sun Y.J. Wang S.W., Xiao F. and Dian-ce Gao, Peak Load Shifting Control Using Different Cold Thermal Energy Storage Facilities in Commercial Buildings: A Review. Energy Conversion and Management 2013; 71: 101-114.
25. Yan C.C., Wang S.W., Xiao F., Dian-ce Gao. A Multi-level Energy Performance Diagnosis Method for Energy Information Poor Buildings. Energy 2015; 83:189-203.
26. Wenjie Gang, Shengwei Wang, Diance Gao, Fu Xiao. Performance assessment of district cooling systems for a new development district at planning stage. Applied Energy 2015; 140: 33-43.
27. Wenjie Gang Shengwei Wang Kui Shan Diance Gao. Impacts of Cooling Load Calculation Uncertainties on the Design Optimization of Building Cooling Systems. Energy and Buildings 2015; 94: 1-9.
28. Borui Cui, Dian-ce Gao, Shengwei Wang, Xue Xue. Effectiveness and Life-cycle Cost-Benefit Analysis of Active Cold Storages for Building Demand Management for Smart Grid Applications. Applied Energy 2015; 147: 523-535.
29. Shan Kui, Wang Shengwei, Gao Dian-ce, Sam Lee. In-situ validation of a fault tolerant control strategy for VAV systems. Applied Thermal Engineering 2015; 87: 362-370.
30. 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.
31. Wenjie Gang, Shengwei Wang, Fu Xiao, Dian-ce Gao. Performance Assessment of District Cooling System Coupled with Different Energy Technologies in Subtropical Area. Energy Procedia 2015；75：1235-1241.
32. Kui Shan, Shengwei wang, Dian-ce Gao, Fu Xiao. Development and Validation of An Effective and Robust Chiller Sequence Control Strategy Using Data Driven Models. Automation in Construction 2016; 65: 78-85.
33. 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.
34. Shengwei Wang, Rui Tang, Dian-ce Gao, Kui, Shan. A Power Limiting Control Strategy Based on Adaptive Utility Function for Fast Demand Response of Buildings in Smart Grids. Science and Technology for the Built Environment. 2016; 22(6):810-819.
35. Lingshi Wang, Fu Xiao, Xiaofeng Niu & Dian-ce Gao. Experimental study of dynamic characteristics of liquid desiccant dehumidification processes. Science and Technology for the Built Environment. 2016;23(1):91-104.
36. Borui Cui, Dian-ce Gao, Fu Xiao, Shengwei Wang. Model-based optimal design of active cool thermal energy storage for maximal life-cycle cost saving from demand management in commercial buildings. Applied Energy 2017; 201：382-396.
37. Lingshi Wang, Fu Xiao, Xiaofeng Niu & Dian-ce Gao. A dynamic dehumidifier model for simulations and control of liquid desiccant hybrid air conditioning systems. Energy and Buildings 2017; 140:418-429.
（三）专利
1. 高殿策;陈杨钧;?游志强;?姜倩;?梁栋;?褚燕燕，一种中央空调冷冻水换热器二次侧出水温度在线优化方法（专利号：ZL201811364018.4；授权：2020.02.18）
2. 高殿策,姜倩,游志强,陈杨钧,梁栋,褚燕燕，一种稳健性增强的空调冷冻水换热器一次侧水泵控制方法（专利号：ZL 201811363899.8；授权：2020.02.21）
3. 高殿策,游志强,梁栋,陈杨钧,姜倩,褚燕燕，一种中央空调冷冻水系统小温差综合征精确诊断方法（专利号：ZL 201910056773.4；授权：2020.04.7）
（四）行业标准
1. 《公共建筑集中空调自控系统技术规程》，深圳市工程建设标准（排名第四）。
五、荣誉获奖情况
1. 获2022年广东省科学技术奖，科技进步奖，二等奖(排名第一) ，项目名称：大型建筑中央空调系统智能高效节能运维关键技术及应用。
2. 获2022年中国产学研合作促进会,合作创新成果奖，二等奖(排名第一)，项目名称：大型公建能效诊断及智能高效节能运维关键技术及应用。
3. 获2022年中国科技产业化促进会科技创新奖，二等奖(排名第三)，项目名称：建筑节能与智慧运维安全关键技术及应用。
4. 入选2016年亿百电竞平台“百人计划”。
5. 2016年深圳市海外高层次人才。
6. 香港新世界中心能源优化项目，获2014年美国采暖、制冷与空调工程师学会“ASHRAE” 技术奖。
六、社会服务及兼职
1. 期刊“buildings”(MDPI出版, SCI分区Q2)客座编辑
2. 中国建筑节能协会绿色医院专业委员会专家
3. 国家自然科学基金委评审专家
4. 广东省科技厅评审专家
5. 深圳市科创委评审专家
七、联系方式
电子邮箱： gaodiance@126.com