A.Prof. Weigang Zhao

Author:ceep    Source:ceep    Date:2018-03-31 Views:

 

 

 

A.Prof. Weigang Zhao

Ph.D., Assistant Professor
Center for Energy & Environmental Policy Research (CEEP), Beijing Institute of Technology (BIT)
School of Management and Economics, Beijing Institute of Technology (BIT)

Address: No. 5 of ZhongGuanCun South Avenue, Beijing 100081, China
Tel.: +86-10-6891-8401
Fax: +86-10-6891-8651
E-mail: zwgstd@gmail.com

 

Education



2015 Ph.D. in Computational Mathematics at Lanzhou University;
2012 M.S. in Applied Mathematics at Lanzhou University;
2009 B.S. in Information and Computing Science at Lanzhou University;
2013.12-2014.12 Visiting Scholar at FEIT, University of Technology Sydney (UTS), Australia.

 

Working Experience



2018.01-Current, Assistant Professor, Center for Energy & Environmental Policy Research, School of Management and Economics, Beijing Institute of Technology, China;
2015.07-2018.01 Post-doctoral Fellow, Center for Energy & Environmental Policy Research, School of Management and Economics, Beijing Institute of Technology, China.

 

Research Interests



Energy Economics, Energy Policy, Forecasting and Data Analysis, Wind Speed/Power Forecasting, Machine Learning.

 

Publications



[1]  Weigang Zhao, Yunfei Cao, Bo Miao, Ke Wang, Yi-Ming Wei. Impacts of shifting China's final energy consumption to electricity on CO2 emission reduction. Energy Economics, 71 (2018) 359-369.
[2]  Weigang Zhao, Yi-Ming Wei, Zhongyue Su. One day ahead wind speed forecasting: A resampling-based approach. Applied Energy, 178 (2016) 886-901.
[3]  Weigang Zhao, Jianzhou Wang, Haiyan Lu. Combining forecasts of electricity consumption in China with time-varying weights updated by a high-order Markov chain model. Omega, 45 (2014) 80-91.
[4]  Weigang Zhao, Nan Wang, Suling Zhu, Xiuying Liu. GARCH Estimated by Evolutionary Programming and Its Application on Stock Return Volatility. Proceeding of 7th International Conference on System of Systems Engineering, 2012, 819-823.
[5]  Zhenhai Guo, Weigang Zhao*, Haiyan Lu, Jianzhou Wang. Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model. Renewable Energy, 37 (2012) 241-249.
[6]  Ning An, Weigang Zhao*, Jianzhou Wang, Duo Shang, Erdong Zhao. Using multi-output feedforward neural network with empirical mode decomposition based signal filtering for electricity demand forecasting. Energy, 49 (2013) 279-288.
[7]  Hongjie Wang, Weigang Zhao*. ARIMA Model Estimated by Particle Swarm Optimization Algorithm for Consumer Price Index Forecasting. Lecture Notes in Computer Science, 2009, Volume 5855, Artificial Intelligence and Computational Intelligence, 48-58.
[8]  Xiao-Chen Yuan, Xun Sun, Weigang Zhao, Zhifu Mi, Bing Wang, Yi-Ming Wei. Forecasting China’s regional energy demand by 2030: A Bayesian approach. Resources, Conservation and Recycling, 127 (2017) 85-95.
[9]  Suling Zhu, Jianzhou Wang, Weigang Zhao, Jujie Wang. A seasonal hybrid procedure for electricity demand forecasting in China. Applied Energy, 88 (2011) 3807-3815.
[10]  Jianzhou Wang, Suling Zhu, Weigang Zhao, Wenjin Zhu. Optimal parameters estimation and input subset for grey model based on chaotic particle swarm optimization algorithm. Expert Systems with Applications, 38 (2011) 8151-8158.
[11]  Jianzhou Wang, Ruiling Jia, Weigang Zhao, Jie Wu, Yao Dong. Application of the largest Lyapunov exponent and non-linear fractal extrapolation algorithm to short-term load forecasting. Chaos, Solitons & Fractals, 45 (2012) 1277-1287.

 

Awards & Honors



[1]  Excellent Graduate, 2015
[2]  Honorable Mention in Mathematical Contest in Modeling (Adviser), Twice, 2011
[3]  Third Prize in the 8th National Post-graduate Mathematical Contest in Modeling, 2011
[4]  Second Prize of China and Grand Prize of Gansu Province Contest District in China Undergraduate Mathematical Contest in Modeling (Adviser), 2011
[5]  Second Prize of China and Grand Prize of Gansu Province Contest District in China Undergraduate Mathematical Contest in Modeling (Adviser), 2010
[6]  Excellent Graduate, 2009

 

Research Grants



[1]  Natural Science Foundation of China, PI, 2017-2019
[2]  China Postdoctoral Science Foundation, PI, 2016-2017