Suling Zhu, Ph.D., Lecturer

Tel.: +86-931-18393103015

Email: zhusl@lzu.edu.cn

Education

Sep.2010-Jul.2014   Ph.D., Major in Statistics, School of Mathematics & Statistics, Lanzhou University, China

Jan.2013-Jan.2014   Jointed Ph.D. of Statistics, Major in Statistics, School of Statistics, University of Minnesota, USA

Sep.2007-Jul.2010   Master, Major in Applied Statistics and Forecasting Techniques,School of Mathematics & Statistics, Lanzhou University, China

Sep.2005-Jul.2007   Bachelor, Major in Applied Mathematics,School of Mathematical Sciences,Qufu Normal University, China

Sep.2002-Jul.2005   Specialist of Science Degree,Major in Applied Mathematics, Department of Mathematics,Heze University, China

Employment

Jul.2014-present    Lecturer, School of Public Health, Lanzhou University, China 

Research Interest

Model Selection and Model Average

Statistical Forecasting

Academic Project

1. Social Science Foundation of China under Grant(12CTJ012), Host.

2. Fundamental Research Funds for the Central Universities (Grant No.lzujbky-2018-65 and Grant No. lzujbky-2015-186), Host.

3. Natural Science Foundation of China under Grant (No.  71171102), Participant

4. Fundamental Research Fund for Physics and Mathematics of Lanzhou University under Grant (LZULL200910), Participant

Representative Achievements

1. Suling Zhu, Ling Yang, Weini Wang, Xingrong Liu, Mingming Lu, Xiping Shen. Optimal-combined model for air quality index forecasting: 5 cities in North China. Environmental Pollution. 2018, in press.

2. Suling Zhu, Xiuyuan Lian*, Lin Wei, Jinxing Che, Xiping Shen, Ling Yang, Xuanlin Qiu, Xiaoning Liu, Wenlong Gao, Xiaowei Ren, Juansheng Li, 2018. PM_2.5 forecasting using SVR with PSOGSA algorithm based on CEEMD, GRNN and GCA considering meteorological factors. Atmospheric Environment(SCI，IF=3.629), Volume 183, June 2018, 20-32.

3. Suling Zhu, Xiuyuan Lian*, Haixia Liu, Jianming Hu, Yuanyuan Wang, Jinxing Che, 2017. Daily air quality index forecasting with hybrid models: A case in China. Environmental Pollution(SCI，IF=5.099), Volume 231, Part 2, 1232-1244.

4. Suling Zhu, Jianzhou Wang*, Weigang Zhao, Jujie Wang, 2011. A seasonal hybrid procedure for electricity demand forecasting in China. Applied Energy (SCI, IF: 5.106), Volume 88, Issue 11, 3807-3815.

5. Jianzhou Wang, Suling Zhu*, Weigang Zhao, Wenjin Zhu, 2011. Optimal parameters estimation and input subset for grey model based on chaotic particle swarm optimization algorithm. Expert Systems with Applications(SCI, IF: 2.203), Volume 38, Issue 7, 8151-8158.

6. Jianzhou Wang, Suling Zhu*, Wenyu Zhang, Haiyan Lu, 2010. Combined modeling for electric load forecasting with adaptive particle swarm optimization. Energy(SCI, IF: 3.597), Volume 35, Issue 4, 1671-1678.