兰州大学机构库

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A combined model based on SSA, neural networks, and LSSVM for short-term electric load and price forecasting 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020
Authors:  Zhang, Hairui;  Yang, Y(杨裔);  Zhang, Yu;  He, Zhaoshuang;  Yuan, Wei;  Yang, Yong;  Qiu, Wan;  Li, L(李廉)
Favorite  |  View/Download:8/0  |  Submit date:2020/08/29
Power load and price forecasting  Jordan neural network  ESN network  LSSVM  Singular spectrum analysis  
A class of modified DPSS preconditioners for generalized saddle-point linear systems 期刊论文
COMPUTATIONAL & APPLIED MATHEMATICS, 2019, 卷号: 38, 期号: 2
Authors:  Liang, Zhao-Zheng;  Zhang, GF(张国凤)
Favorite  |  View/Download:11/0  |  Submit date:2019/10/18
Saddle-point linear systems  Matrix splitting  Preconditioning  Convergence analysis  Spectral analysis  
基于智能混合模型对我国短期风速预测的实证研究 学位论文
硕士, 兰州: 兰州大学, 2019
Authors:  付玉婷
Favorite  |  View/Download:16/0  |  Submit date:2020/01/16
风速预测  时间序列分解  长短期记忆神经网络  极限学习机  
应用智能组合模型预测中国艾滋病月发病率 学位论文
硕士, 兰州: 兰州大学, 2019
Authors:  李晨曦
Favorite  |  View/Download:4/0  |  Submit date:2020/01/16
艾滋病月发病率  奇异谱分析  集合经验模态分解  相空间重构  组合模型  
基于聚类的风速混合预测模型 学位论文
硕士, 兰州: 兰州大学, 2019
Authors:  李敏
Favorite  |  View/Download:5/0  |  Submit date:2020/01/16
风速混合预测  K-均值聚类  极限学习机  脊波网络  奇异谱分析  回声状态网络  径向基网络  社会认知优化算法  
基于混合模型方法的PM2.5浓度的预测 学位论文
硕士, 兰州: 兰州大学, 2019
Authors:  赵明明
Favorite  |  View/Download:3/0  |  Submit date:2020/01/16
BP神经网络  支持向量机  奇异谱分析  集成方法  PM2.5浓度  
基于相关向量机的混合模型在时间序列预测中的研究 学位论文
硕士, 兰州: 兰州大学, 2019
Authors:  冯小素
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时间序列预测  相关向量机  数据预处理  优化算法  
基于LSTM和TCN混合深度学习的风速短期预测模型 学位论文
硕士, 兰州: 兰州大学, 2019
Authors:  周楚杰
Favorite  |  View/Download:16/0  |  Submit date:2020/01/16
短期风速预测  长短时记忆模型  时序卷积  遗传算法  完全集成经验模态分解  奇异谱分析  
A hybrid forecasting system based on multi-objective optimization for predicting short-term electricity load 期刊论文
Journal of Renewable and Sustainable Energy, 2019, 卷号: 11, 期号: 6
Authors:  Song, Yanru;  Yang, Y(杨裔);  He, Zhaoshuang;  Li, CH(李彩虹);  Li, L(李廉)
Favorite  |  View/Download:11/0  |  Submit date:2020/08/27
Two combined forecasting models based on singular spectrum analysis and intelligent optimized algorithm for short-term wind speed 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 1, 页码: 1-19
Authors:  Jiang, Ping;  Li, Ranran;  Zhang, Kequan
Favorite  |  View/Download:3/0  |  Submit date:2019/11/14
Combined models  Decomposition  Optimization  Singular spectrum analysis  Wind speed forecast  Wind energy