大规模风电并网管理中的风能资源评估与预测研究

71671029
2016
G0112.信息系统与管理
王建州
面上项目
教授
东北财经大学
44万元
管理信息;决策支持系统;数据挖掘;风能资源
2017-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 An analysis-forecast system for uncertainty modeling of wind speed: A case study of large-scale wind farms 期刊论文 Wang Jianzhou;Niu Tong;Lu Haiyan;Guo Zhenhai;Yang Wendong;Du Pei
2 Outlier-robust hybrid electricity price forecasting model for electricity market management 期刊论文 Wang Jianzhou;Yang Wendong;Du Pei;Niu Tong
3 A hybrid approach based on the Gaussian process with t-observation model for short-term wind speed forecasts 期刊论文 Hu Jianming;Wang Jianzhou;Xiao Liqun
4 A novel hybrid model for short-term wind power forecasting 期刊论文 Du Pei;Wang Jianzhou;Yang Wendong;Niu Tong
5 国务院政府津贴 奖励 王建州
6 Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting 期刊论文 Du Pei;Wang Jianzhou;Guo Zhenhai;Yang Wendong
7 Uncertainty modeling for chaotic time series based on optimal multi-input multi-output architecture: Application to offshore wind speed 期刊论文 Niu Tong;Wang Jianzhou;Lu Haiyan;Du Pei
8 2018年辽宁省教学成果奖二等奖 奖励 杨仲山;蒋萍;王春丽;徐强;王建州;田成诗;孙玉环;冯力;刘颖;金钰;刘丹丹
9 Research and Application of a Novel Hybrid Model Based on Data Selection and Artificial Intelligence Algorithm for Short Term Load Forecasting 期刊论文 Yang Wendong;Wang Jianzhou;Wang Rui
10 A novel interval forecasting system for uncertainty modeling based on multi-input multi-output theory: A case study on modern wind Stations 期刊论文 Liu Tongxiang;Zhao Qiujun;Wang Jianzhou;Gao Yuyang
11 Research and Application of a Novel Hybrid Model Based on a Deep Neural Network Combined with Fuzzy Time Series for Energy Forecasting 期刊论文 Wei Danxiang;Wang Jianzhou;Ni Kailai;Tang Guangyu
12 A novel hybrid system based on a new proposed algorithm—Multi-Objective Whale Optimization Algorithm for wind speed forecasting 期刊论文 Wang Jianzhou;Du Pei;Niu Tong;Yang Wendong
13 A novel combined model based on hybrid optimization algorithm for electrical load forecasting 期刊论文 Wang Rui;Wang Jiyang;Xu Yunzhen
14 国家自然科学基金-绩效评估为优(项目名称: 电网安全预警管理中的负荷预测研究及应用 编号:71171102) 奖励 王建州
15 2018江西省自然科学三等奖 奖励 车金星;王建州
16 Research and application of a combined model based on frequent pattern growth algorithm and multi-objective optimization for solar radiation forecasting 期刊论文 Heng Jiani;Wang Jianzhou;Xiao Liye;Lu Haiyan
17 Comparison of seven methods for determining the optimal statistical distribution parameters: A case study of wind energy assessment in the large-scale wind farms of China 期刊论文 Wang Jianzhou;Huang Xiaojia;Li Qiwei;Ma Xuejiao
18 Air quality early-warning system for cities in China 期刊论文 Xu Yunzhen;Yang Wendong;Wang Jianzhou
19 A novel non-linear combination system for short-term wind speed forecast 期刊论文 Wang Jianzhou;Wang Shiqi;Yang Wendong
20 Research and Application of a Novel Hybrid Model Based on a Deep Neural Network for Electricity Load Forecasting: A Case Study in Australia 期刊论文 Ni Kailai;Wang Jianzhou;Tang Guangyu;Wei Danxiang
21 Multi-layer cooperative combined forecasting system for short-term wind speed forecasting 期刊论文 Wang Jianzhou;Li Qiwei;Zeng Bo
22 A novel system for multi-step electricity price forecasting for electricity market management 期刊论文 Yang Wendong;Wang Jianzhou;Niu Tong;Du Pei
23 A Novel Framework of Reservoir Computing for Deterministic and Probabilistic Wind Power Forecasting 期刊论文 Wang Jianzhou;Niu Tong;Lu Haiyan;Yang Wendong;Du Pei
24 A hybrid forecasting system based on a dual decomposition strategy and multi-objective optimization for electricity price forecasting 期刊论文 Yang Wendong;Wang Jianzhou;Niu Tong;Du Pei
25 Research and application of a hybrid forecasting framework based on multi-objective optimization for electrical power system 期刊论文 Wang Jianzhou;Yang Wendong;Du Pei;Li Yifan
26 A novel decomposition-ensemble model for forecasting short-term load-time series with multiple seasonal patterns 期刊论文 Zhang Xiaobo;Wang Jianzhou
27 Research and Application of Hybrid Forecasting Model Based on an Optimal Feature Selection System-A Case Study on Electrical Load Forecasting 期刊论文 Dong Yunxuan;Wang Jianzhou;Wang Chen;Guo Zhenhai
28 Research and Application of an Air Quality Early Warning System Based on a Modified Least Squares Support Vector Machine and a Cloud Model 期刊论文 Wang Jianzhou;Niu Tong;Wang Rui
29 A novel system based on neural networks with linear combination framework for wind speed forecasting 期刊论文 Wang Jianzhou;Zhang Na;Lu Haiyan
30 A Novel System for Wind Speed Forecasting Based on Multi-Objective Optimization and Echo State Network 期刊论文 Wang Jianzhou;Wu Chunying;Niu Tong
31 Research and application of a combined model based on variable weight for short term wind speed forecasting 期刊论文 Li Hongmin;Wang Jianzhou;Lu Haiyan;Guo Zhenhai
32 Analysis and forecasting of the oil consumption in China based on combination models optimized by artificial intelligence algorithms 期刊论文 Li Jingrui;Wang Rui;Wang Jianzhou;Li Yifan
33 A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting 期刊论文 Song Jingjing;Wang Jianzhou;Lu Haiyan
34 2020年入选科睿唯安高被引科学家 奖励 王建州
35 Research and Application of a Novel Combined Model Based on Multiobjective Optimization for Multistep-Ahead Electric Load Forecasting 期刊论文 Zhang Yechi;Wang Jianzhou;Lu Haiyan
36 2017年大连市优秀科技成果奖二等奖 奖励 王建州
37 基于群智能优化算法的预测理论 与方法的研究及应用 专著 王建州;王晨;李洪敏;杨胡方
38 A novel hybrid forecasting system of wind speed based on a newly developed multi-objective sine cosine algorithm 期刊论文 Wang Jianzhou;Yang Wendong;Du Pei;Niu Tong
39 Hybrid wind energy forecasting and analysis system based on divide and conquer scheme: A case study in China 期刊论文 Yang Wendong;Wang Jianzhou;Lu Haiyan;Niu Tong;Du Pei
40 Research and application of a hybrid model based on dynamic fuzzy synthetic evaluation for establishing air quality forecasting and early warning system: A case study in China 期刊论文 Xu Yunzhen;Du Pei;Wang Jianzhou
41 Multi-step-ahead wind speed forecasting based on optimal feature selection and a modified bat algorithm with the cognition strategy 期刊论文 Niu Tong;Wang Jianzhou;Zhang Kequan;Du Pei
42 2017年辽宁省自然科学学术成果奖三等奖 奖励 王建州
43 Multi-step ahead forecasting in electrical power system using a hybrid forecasting system 期刊论文 Du Pei;Wang Jianzhou;Yang Wendong;Niu Tong
44 A hesitant fuzzy wind speed forecasting system with novel defuzzification method and multi-objective optimization algorithm 期刊论文 Wang Jianzhou;Li Hongmin;Wang Ying;Lu Haiyan
45 A combined framework based on data preprocessing, neural networks and multi-tracker optimizer for wind speed prediction 期刊论文 Wang Jianzhou;Wang Ying;Li Zhiwu;Li Hongmin;Yang Hufang
46 Research and application of local perceptron neural network in highway rectifier for time series forecasting 期刊论文 Dong Yunxuan;Wang Jianzhou;Guo Zhenhai
47 An improved grey model optimized by multi-objective ant lion optimization algorithm for annual electricity consumption forecasting 期刊论文 Wang Jianzhou;Du Pei;Lu Haiyan;Yang Wendong;Niu Tong
48 Wind Speed Forecasting System Based on the Variational Mode Decomposition Strategy and Immune Selection Multi-Objective Dragonfly Optimization Algorithm 期刊论文 Bo He;Niu Xinsong;Wang Jianzhou
49 A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting 期刊论文 Niu Xinsong;Wang Jiyang
50 Research and Application of a Hybrid Wind Energy Forecasting System Based on Data Processing and an Optimized Extreme Learning Machine 期刊论文 Wang Rui;Li Jingrui;Wang Jianzhou;Gao Chengze
51 A Combined Strategy for Wind Speed Forecasting Using Data Preprocessing and Weight Coefficients Optimization Calculation 期刊论文 Guo Tongji;Zhang Lifang;Liu Zhenkun;Wang Jianzhou
52 2019年入选爱思唯尔中国高被引学者数学类榜单 奖励 王建州
53 A hybrid system for short-term wind speed forecasting 期刊论文 He Qingqing;Wang Jianzhou;Lu Haiyan
54 Design of a combined wind speed forecasting system based on decomposition-ensemble and multi-objective optimization approach 期刊论文 Luo Liangqing;Li Hongmin;Wang Jianzhou;Hu Juncheng
55 A numerical model based on prior distribution fuzzy inference and neural networks 期刊论文 Wang Jianzhou;Dong Yunxuan;Zhang Kequan;Guo Zhenhai
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