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Causal convolutional gated recurrent unit network with multiple decomposition methods for short-term wind speed forecasting 期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2020, 卷号: 226, 页码: 15
Authors:  Zhang, Guowei;  Liu, Da
Favorite  |  View/Download:157/0  |  Submit date:2021/04/26
Causal convolutional network  Gated recurrent unit  Multiple decomposition methods  Short-term wind speed forecasting  
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie;  Zhang, Guowei
Favorite  |  View/Download:173/0  |  Submit date:2020/06/30
Forecasting  Exchange rates  Predictive models  Self-organizing feature maps  Clustering algorithms  exchange rates forecasting  kernel-based extreme learning machine (KELM)  nonlinear ensemble  
Two-Stage Stochastic Programming for the Refined Oil Secondary Distribution With Uncertain Demand and Limited Inventory Capacity 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 119487-119500
Authors:  Li, Zhenping;  Zhang, Yuwei;  Zhang, Guowei
Favorite  |  View/Download:172/0  |  Submit date:2020/09/23
Refined oil secondary distribution  initiative distribution mode  transportation  stochastic demand  limited inventory capacity  two-stage stochastic programming  
基于AGV的智能仓库系统订单分批问题研究 期刊论文
运筹与管理, 2020, 卷号: 29, 期号: 9, 页码: 1-9
Authors:  李珍萍;  付红叶;  卜晓奇;  张国维;  吴凌云
Favorite  |  View/Download:179/0  |  Submit date:2021/01/14
intelligent warehouse  AGV  order batching  integer programming model  weighted similarity  greedy algorithm  智能仓库  AGV  订单分批  整数规划模型  加权相似度  贪婪算法  
A decomposition-clustering-ensemble learning approach for solar radiation forecasting 期刊论文
SOLAR ENERGY, 2018, 卷号: 163, 页码: 189-199
Authors:  Sun, Shaolong;  Wang, Shouyang;  Zhang, Guowei;  Zheng, Jiali
Favorite  |  View/Download:231/0  |  Submit date:2018/07/30
Solar radiation forecasting  Decomposition-clustering-ensemble learning approach  Ensemble empirical mode decomposition  Least square support vector regression