姓 名：

王建州

性别：

男

出生年月：

1962.11
学　　历：

博士研究生

教研室：

数理统计

职称：

教授
办公电话：



E-mail：

wangjz@dufe.edu.cn




主讲课程：

概率论与数理统计、数据挖掘与人工智能
研究方向：

大数据处理与分析、人工智能、金融数学模型、能源经济分析及预测理论与方法的研究
教育背景：

1995-1998年在兰州大学攻读概率统计硕士学位；

2001-2004年在兰州大学攻读概率统计博士学位；

2005-2007年在兰州大学理论物理方向做博士后。
工作经历：

1980—1995年在甘肃省兰州市第二十一中学工作；

1998—2001年在甘肃电网担任电力负荷管理工程师；

2001—2014年在兰州大学数学与统计学院工作；

2014至今在东北财经大学统计学院工作。
科研成果：

共发表学术论文100余篇， SCI检索论文64篇、EI检索论文28篇、ISTP检索论文5篇、CSSCI检索论文2篇及CSCD检索论文2篇、其中，在国际顶级学术期刊（SCI一区、二区）发表学术论文56篇、主持一项国家自然科学基金，完成省部级科研项目3项。其中一篇学术论文《A case study on a hybrid wind speed forecasting method using BP neural network》 被全球最大的科技出版社Elsevier出版社评为2013年度最热点的25篇文章之一，其中该论文在数学领域排名第三、在工程技术领域排名第二十一及在计算机领域排名第二十二。另一篇学术论文《Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model》被世界最大的Web of Science 期刊引文索引数据库评为高引用率文章之一。截止到2014年9月29日，全球在风速预测领域仅有6篇学术论文被列入ESI高被引论文和研究前沿，而我们的研究成果位列其中，上述研究成果在国际领域引起了广泛的关注。

曾经作为兰州大学数学建模总教练，自2008年以来指导本科生共获数学建模竞赛奖197项，其中： 1)获得美国大学生数学建模比赛一等奖18项、二等奖38项；2)获得全国大学生数学建模竞赛一等奖6项，二等奖28项，甘肃省特等奖39项； 4)其余奖项70余项。

近年来指导诺贝尔奖金获得者李政道资助的“君政学者”6名、台湾清华大学“君政学者”1名及教育部国家大学生创新性实验计划项目3项（其中一项国家大学生创新性实验计划项目被评选参加2010年9月在大连举办的第三届全国大学生创新论坛，成为全国15000个项目中参展的91个项目之一）、并指导本科生在管理科学、物理及工程技术国际顶级学术期刊发表SCI检索论文13篇（SCI一区检索论文2篇、SCI二区检索论文9篇、SCI三、四区检索论文各1篇）、EI（核心版）检索论文10篇，中文核心1篇。

主要学术论文：

1、 Jianzhou Wang, Shanshan Qin, Shiqiang Jin, Estimation methods review and analysis of offshore extreme wind speeds and wind energy resources, Renewable & Sustainable Energy Reviews 42(2015) 26-42. (SCI 一区, IF: 5.510,)

2、 Jianzhou Wang, Yun Wang, The Study and Application of a Novel Hybrid Forecasting Model — A Case Study of Wind Speed Forecasting in China, Applied Energy (Accepted, SCI, 一区 IF: 5.261)

3、 Jie Wu, Jianzhou Wang, Dezhong Chi, Wind energy potential assessment for the site of Inner Mongolia in China, Renewable and Sustainable Energy Reviews 21 (2013) 215–228. (SCI 一区, IF: 5.510,)

4、 Jianzhou Wang, Wenjin Zhu, Wenyu Zhang, Donghuai Sun, A trend fixed on firstly and seasonal adjustment model combined with the epsilon-SVR for short-term forecasting of electricity demand, Energy Policy 37 (2009) 4901-4909. (SCI, 一区, IF:2.696,)

5、 Jianzhou Wang, Yao Dong, Jie Wu, Ren Mu, He Jiang, Coal production forecast and low carbon policies in China, Energy Policy 39 (2011) 5970–5979. (SCI, 一区, IF: 2.696，)

6、 Yuanyuan Wang, Jianzhou Wang, Ge Zhao, Yao Dong, Application of Residual Modification Approach in Seasonal ARIMA for Electricity Demand Forecasting: A Case Study of China. Energy Policy 48(2012)284-294 (SCI, 一区 IF: 2.696)

7、 Yao Dong, Jianzhou Wang, He Jiang, Xiaomeng Shi, Intelligent optimized wind resource assessment and wind turbines selection in Huitengxile of Inner Mongolia, China Applied Energy 109 (2013) 239-253. (SCI, 一区 IF: 5.261)

8、 Suling Zhu, Jianzhou Wang, Weigang Zhao, Jujie Wang, A seasonal hybrid procedure for electricity demand forecasting in China, Applied Energy 88 (2011) 3807–3815. (SCI, 一区 IF: 5.261)

9、 Jianzhou Wang, Suling Zhu, Wenyu Zhang, Haiyan Lu, Combined modeling for electric load forecasting with adaptive particle swarm optimization, Energy 35 (2010) 1671–1678. (SCI, 二区 IF: 4.159)

10、 Jianzhou Wang, Dezhong Chi , Jie Wu, Haiyan Lu, Chaotic time series method combined with particle swarm optimization and trend adjustment for electricity demand forecasting，Expert Systems with Applications 38 (2011) 8419–8429. (SCI, 二区 IF: 1.965)

11、 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. (SCI, 二区 IF: 1.965)

12、 Jianzhou Wang, Haiyan Lu, Yao Dong, Dezhong Chi, The model of chaotic sequences based on adaptive particle swarm optimization arithmetic combined with seasonal term, Applied Mathematical Modeling 36 (2012) 1184–1196. (SCI, 二区 IF: 2.158)

13、 Jian-Zhou Wang, Ju-Jie Wang, Zhe-George Zhang, Shu-Po Guo, Forecasting stock indices with back propagation neural network, Expert Systems with Applications 38 (2011) 14346–14355. (SCI, 二区 IF: 1.965)

14、 Jianzhou Wang, Ma Zhixin, Li Lian, Mining and forecasting of impact load in power load forecasting, Apply mathematics and computation (AMC) 168 (2005) 29-39. (SCI, 二区 IF: 1.6)

15、 Jianzhou Wang, Xiaolong Ma, Jie Wu, Yao Dong, Optimization Models Based on GM (1, 1) and Seasonal Fluctuation for Electricity Demand Forecasting, International Journal of Electrical Power and Energy Systems 43 (2012) 109-117. (SCI二区, IF: 3.432)

16、 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. (SCI,二区 IF: 1.503)

17、 Jianzhou Wang, Yao Dong, He Jiang, A study on the characteristics, predictions and policies of China’s eight main power grids, Energy Conversion and Management 86 (2014) 818–830. (SCI, 二区 IF: 3.590)

18、 Jianzhou Wang, Shenghua Xiong, A hybrid forecasting model based on outlier detection and fuzzy time series--A case study on Hainan wind farm of China, Energy 76 (2014) 526-541. (SCI, 二区 IF: 4.159)

19、 Jianzhou Wang, Ling Xiao, The Combination Forecasting of Electricity Price Based on Price Spikes Processing: A Case Study in South Australia Abstract and Applied Analysis, Volume 2014, Article ID 172306 (SCI 二区，IF: 1.274)

20、 Jianzhou Wang, Shiqiang Jin, Shanshan Qin and Haiyan Jiang. Swarm Intelligent-based Hybrid Models for Short-term Power Load Prediction. Mathematical Problems in Engineering. Volume 2014, Article ID 712417. (SCI, 四区 IF: 1.082)

21、 Jianzhou Wang, Qingping Zhou, Haiyan Jiang and Ru Hou, Short-term wind speed forecasting using support vector regression optimized by cuckoo optimization algorithm. Mathematical Problems in Engineering. Article ID 619178. (SCI, 四区 IF: 1.082)

22、 Liye Xiao， Jianzhou Wang， Xuesong Yang， Liyang Xiao， A hybrid model based on data preprocessing for electrical power forecasting，Electrical Power and Energy Systems 64 (2015) 311–327(SCI, 二区).

23、 Jianzhou Wang, Shanshan Qin, Qingping Zhou, Haiyan Jiang. Medium-term wind speeds forecasting utilizing hybrid models for three different sites in Xinjiang, China. Renewable Energy 76 (2015) 91-101. (SCI, 二区 IF:3.361)

24、 Ju-Jie Wang, Jian-Zhou Wang, Zhe-George Zhang, Shu-Po Guo, Stock index forecasting based on a hybrid model, Omega-International Journal of Management Science, 40 (2012) 758–766. (SCI, 一区 IF: 3.190，并且为SSCI 检索期刊,)

25、 Ling xiao, Jianzhou Wang, Yao Dong, Jie Wu.Combined forecasting models for wind energy forecasting: A case study in China. Renewable and Sustainable Energy Reviews 44 (2015) 271 –288. (SCI 一区, IF: 5.510)

26、 Ze Zhao, Jianzhou Wang, Jing Zhao, Zhongyue Su, Using a Grey model optimized by Differential Evolution algorithm to forecast the per capita annual net income of rural households in China, Omega-International Journal of Management Science 40 (2012) 525–532. (SCI, 一区 IF: 3.190，并且为SSCI 检索期刊)

27、 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-International Journal of Management Science 45 (2014) 80-91. (SCI, 一区 IF: 3.190，并且为SSCI 检索期刊)

28、 Yuan Cai, Jian-zhou Wang, Yun Tang, Yu-chen Yang, An efficient approach for electric load forecasting using distributed ART (adaptive resonance theory) & HS-ARTMAP (Hyper-spherical ARTMAP network) neural network, Energy 36 (2011) 1340–1350. (SCI, 二区IF: 4.159)

29、 Jianzhou Wang, Jianming Hu, Kailiang Ma, Yixin Zhang. A self-adaptive hybrid approach for wind speed forecasting. Renewable Energy(accepted). (SCI, 二区 IF:3.3)

30、 Jinxing Che, Jianzhou Wang, Guangfu Wang, An adaptive fuzzy combination model based on self-organizing map and support vector regression for electric load forecasting, Energy 37 (2012) 657-664. (SCI, 二区 IF:4.159)

31、 Yao Dong, Jianzhou Wang, He Jiang, Jie Wu, Short-term electricity price forecast based on the improved hybrid model, Energy Conversion and Management 52 (2011) 2987–2995. (SCI, 二区 IF: 3.590)

32、 Jinxing Che, Jianzhou Wang,Short-term electricity prices forecasting based on support vector regression and Auto-regressive integrated moving average modeling. Energy Conversion and Management 51 (2010) 1911–1917. (SCI, 二区 IF: 3.590)

33、 Jinxing Che, Jianzhou Wang, Yujuan Tang, Optimal training subset in a support vector regression electric load forecasting model, Applied Soft Computing 12 (2012) 1523-1531. (SCI, 二区 IF: 2.679)

34、 Wenjin Zhu, Jianzhou Wang, Wenyu Zhang, Donghuai Sun, Short term effects of air pollution on lower respiratory diseases and forecasting by the group method of data handling, Atmospheric Environment 51 (2012) 29-38. (SCI, 二区 IF: 3.062)

35、 Jie Wu, Jianzhou Wang, Haiyan Lu, Yao Dong, Xiaoxiao Lu, Short term load forecasting technique based on the seasonal exponential adjustment method and the regression model, Energy Conversion and Management 70 (2013) 1-9. (SCI, 二区 IF:3.590)

36、 Jianming Hu, Jianzhou Wang, Guowei Zeng, A hybrid forecasting approach applied to wind speed time series, Renewable Energy 60 (2013) 185-194. (SCI, 二区 IF:3.361)

37、 Jing Zhao, Jianzhou Wang, Zhongyue Su, Power generation and renewable potential in China, Renewable and Sustainable Energy Reviews 40(2014) 727–740. (SCI, 一区, IF: 5.510)

38、 Zhongyue Su, Jianzhou Wang, Haiyan Lu, Ge Zhao, A new hybrid model optimized by an intelligent optimization algorithm for wind speed forecasting, Energy Conversion and Management 85 (2014) 443-452. (SCI, 二区 IF: 3.590)

39、 Shanshan Qin, Jianzhou Wang, Jie Wu, Ge Zhao. A Hybrid Model Based on Smooth Transition Periodic Autoregressive and Elman Artificial Neural Network for Wind Speed Forecasting of the Hebei Region in China. International Journal of Green Energy (Accepted). (SCI, 三区 IF: 1.46)

40、 Jinxing Che, Jianzhou Wang, Short-term load forecasting using a kernel-based support vector regression combination model. Applied Energy 132 (2014) 602-609. (SCI, 一区 IF: 5.261)

41、 Jianzhou Wang, Haiyan Jiang, Bohui Han, Qingping Zhou. An Experimental Investigation of FNN Model for Wind Speed Forecasting Using EEMD and CS. Mathematical Problems in Engineering. Article ID 464153. (SCI, 四区 IF: 1.082)

42、 Jujie Wang, Jianzhou Wang, Yaning Li, Suling Zhu, Jing Zhao. Techniques of Applying Wavelet De-noising into Combined Model for Short-term Load Forecasting, International Journal of Electrical Power & Energy Systems, 62(2014), 816-824. (SCI 二区, IF: 3.432)

43、 Wenyu Zhang, Jie Wu, Jianzhou Wang, Weigang Zhao, Lin Shen, Performance Analysis of Four Modified Approaches for Wind Speed Forecasting, Applied Energy 99 (2012) 324-333. (SCI, 一区 IF: 5.261)

44、 Shanshan Qin, Feng Liu, Jianzhou Wang, Beibei Sun, Analysis and forecasting of the particulate matter (PM) concentration levels over four major cities of China using hybrid models, Atmospheric Environment, 98(2014), 665–675. (SCI二区, TOP IF: 3.062)

45、 Zhenhai Guo, Yao Dong, Jianzhou Wang, and Haiyan Lu，The Forecasting Procedure for Long-Term Wind Speed in the Zhangye Area, Mathematical Problems in Engineering, Volume 2010, Article ID 684742, 17 pages, doi:10.1155/2010/684742. (SCI 四区, IF: 1.082)

46、 Liye Xiao, Jianzhou Wang, A combined model based on data pre-analysis and weight coefficients optimization for electrical load forecasting, Energy. (In press, SCI, 二区 IF: 4.159)

47、 Chao Ren, Ning An, Jianzhou Wang, Lian Li, Bin Hu, Duo Shang, Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting, Knowledge-Based Systems 56 (2014) 226-239. (SCI, 二区,IF: 3.058)

48、 An Ning, Weigang Zhao, Jian-Zhou 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 (SCI, 二区 IF：4.159)

49、 Wenyu Zhang, Jujie Wang, Jianzhou Wang, Zengbao Zhao, Meng Tian, Short-term Wind Speed Forecasting Based on a Hybrid Model, Applied Soft Computing 13 (2013) 3225-3233. (SCI, 二区 IF:2.679)

50、 Jujie Wang; Wenyu Zhang; Jianzhou Wang; Tingting Han; Lingbin Kong, A novel hybrid approach for wind speed prediction, Information Sciences 45 (2014) 80–91. (SCI, 二区 IF: 3.893)

51、 Qingping Zhou, Haiyan Jiang, Jianzhou Wang, Jianling Zhou, A hybrid model for PM2.5 forecasting based on ensemble empirical mode decomposition and a general regression neural network, Science of The Total Environment 496(2014) 264–274. (SCI, 二区, IF: 3.163)

52、 Li Liu, Qianru Wang, Jianzhou Wang, Ming Liu, A Rolling Grey Model Optimized by Particle Swarm Optimization in Economic Prediction, Computational Intelligence（In press). (SCI 四区)

53、 Zhilong Wang, Feng Liu, Jie Wu, Jianzhou Wang. A hybrid forecasting model based on bivariate division and a back propagation artificial neural network optimized by chaos particle swarm optimization for day-ahead electricity price, Abstract and Applied Analysis, Volume 2014, Article ID 249208. (SCI, 二区 IF: 1.274)

54、 Jianzhou Wang, He Jiang, Yujie Wu,Yao Dong. Forecasting daily solar radiation using an optimized hybrid model by cuckoo search algorithm. Energy. (In press) (SCI, 二区 IF: 4.159)

55、 Wenyu Zhang, Jujie Wang, Xing Liu, Jianzhou Wang. Prediction of Ozone Concentration in Semi-Arid Areas of China Using a Novel Hybrid Model, Journal of Environmental Informatics 22(2013) 68-77. (SCI, 三区 IF: 3.773)

56、 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. (SCI, 二区,IF: 3.361)

57、 Zhenhai Guo, Jing Zhao, Wenyu Zhang, Jianzhou Wang, A corrected hybrid approach for wind speed prediction in Hexi Corridor of China, Energy 36 (2011) 1668–1679 (SCI, 二区 IF: 4.159,).

58、 Zhen-hai Guo, Jie Wu, Hai-yan Lu, Jian-zhou Wang, A case study on a hybrid wind speed forecasting method using BP neural network, Knowledge-Based Systems 24 (2011) 1048–1056. (SCI, 二区, IF:3.058)

59、 Jujie Wang, Wenyu Zhang, Yaning Li, Jianzhou Wang, Zhangli Dang. Forecasting Wind Speed using Empirical Mode Decomposition and Elman Neural Network, Applied Soft Computing, 23, 452–459, 2014. ( SCI 二区, IF:2.679)

60、 Liwei Liu, Haijing Zong, Erdong Zhao, Chuxiang Chen, Jianzhou Wang. Can China realize its carbon emission reduction goal in 2020: From the perspective of thermal power development. Applied Energy, 124 (2014) 199–212. (SCI, 一区 IF: 5.261,)

61、 Liwei Liu, Yuanyuan Wang, Jie Wu, Jianzhou Wang, Chen Xi. New optimized grey derivative models for grain production forecasting in China. Journal of Agricultural Science （In press）. (SCI, 二区 IF: 1.691)

62、 Jianming Hu, Jianzhou Wang, Kailiang Ma. A hybrid technique for short-term wind speed prediction. Energy（In press） . (SCI, 二区 IF: 4.159)

63、 Jing Zhao, Jianzhou Wang, Feng Liu. Multi-step forecasting for short-term wind speed using an optimized Extreme Learning Machine network with decomposition-based signal filtering. Journal of Energy Engineering （In press）. (SCI, 四区 IF: 4.159)

64、 Xing Lu, Jianzhou Wang, Jing Zhao. Distributed HS-ARTMAP and Its Forecasting Model for Electricity Load. Applied Soft Computing（In press）. (SCI, 二区)



主持的课题研究：

1、 “电网安全预警管理中的负荷预测研究及应用”，国家自然科学基金项目；

2、 “电力负荷孤立点数据的探测与挖掘研究”，甘肃省自然科学基金；

3、 “电力负荷预测方法的研究及应用”，教育部海外合作项目“春晖计划”项目；

4、 “异常数据检测方法的研究及在西北干旱地区气候突变分析中的应用”，中国气象局干旱气象研究所开放课题；

5、 “时间序列分析中若干问题的研究”，兰州大学理论物理与数学纯基础科学基金。
获得荣誉：

1、 荣获中国大学生数学建模优秀指导教师奖（2011年）；

2、 荣获“挑战杯”大学生创业大赛优秀指导教师奖（2011年）；

3、 荣获兰州大学创新创业行动计划优秀指导教师奖（2010年）。