清华大学城市水文气象研究组
Tsinghua University UrbanHydroMet Lab

赵铜铁钢
详细资料


职称/职务: 博士后

进站时间:

通讯地址:清华大学水利水电工程系

邮编:  100084

E-mail:steel.tsinghua@163.com


 个人介绍:


   爱好体育运动,包括羽毛球、跑步、游泳等。


 教育经历:


  2013至今,清华大学水利系,博士后,合作导师:倪广恒教授

  2008-2013,清华大学水利系,博士,指导老师:王浩教授、杨大文教授

  2009-2011,美国伊利诺伊大学香槟分校,访问学生,指导老师:蔡喜明教授、曹勇教授

  2004-2008,清华大学水利系,水利水电工程专业,学士  


 研究方向 :


 基于水文预报的水资源管理,相关的研究专题包括:水文-气象遥相关、预报不确定性、优化算法、调度决策理论,等。


 发表论文:


    Forecast-based decision making

  1. Zhao, T. T. G., Zhao, J. S., Lund, J. R.,and Yang, D. W. (2014), “Optimal hedging rules for reservoir flood operationfrom forecast uncertainties”, Journal of Water Resources Planning andManagement-ASCE, 10.1061/(ASCE)WR.1943-5452.0000432

  2. Zhao, T. T. G., Yang, D. W., Cai, X. M., Zhao,J. S., and Wang, H. (2012), “Identifying effectiveforecast horizon for real-time reservoir operation under a limited inflowforecast”, Water Resources Research, 48, W01540, doi:10.1029/2011WR010623.

    Hydrological forecasting

  1. 赵铜铁钢, 杨大文, 蔡喜明, 曹勇. 基于随机森林模型的长江上游枯水期径流预报研究. 水力发电学报, 2012, (3): 18-24.

  2. 赵铜铁钢, 杨大文. 神经网络径流预报模型中基于互信息的预报因子选择方法. 水力发电学报, 2011, (1): 24-30.

  3. 赵铜铁钢, 杨大文, 李明亮. 超越概率贝叶斯判别分析方法及其在中长期径流预报中的应用. 水利学报, 2011, (6): 692-699.


    Forecast uncertainty analysis

  1. Zhao, T. T. G., Zhao, J. S., Yang, D. W.,and Wang, H. (2013), “Generalized martingale model of the uncertainty evolutionof streamflow forecasts”, Advances in Water Resources, 57, 41-51.

  2. Zhao, T. T. G., Cai, X. M., and Yang, D. W.(2011), “Effect of streamflow forecast uncertainty on real-time reservoiroperation”, Advances inWater Resources,34(4), 495-504.

    Reservoir operation optimization

  1. Zhao, T. T. G. and Zhao, J. S. (2014), “AMultiple-objective Dynamic Programming Model for Reservoir OperationOptimization.” Journal of Hydro-informatics (accepted).

  2. Zhao, T. T. G. and Zhao, J. S. (2014),“Optimizing operation of water supply reservoir: the role of constraints”, Mathematical Problems in Engineering (accepted).

  3. Zhao, T. T. G., Zhao, J. S., and Yang, D.W. (2014), “Improved Dynamic Programming for HydropowerReservoir Operation.” Journal of Water Resources Planning and Management-ASCE,140(3), 365–374.

  4. 赵铜铁钢, 雷晓辉, 蒋云钟, 王浩. 水库调度决策单调性与动态规划算法改进. 水利学报, 2012, (4): 414-421.

  5. Zhao, T. T. G., Cai, X. M., Lei, X. H., andWang, H. (2012), “Improved dynamic programming for reservoir operationoptimization with concave utility functions”, Journal ofWater Resources Planning and Management-ASCE, 138(6), 590–596.