兰州大学机构库

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Short Term Photovoltaic Output Prediction Based on Singular Spectrum Analysis 会议论文
2021 3rd Asia Energy and Electrical Engineering Symposium (AEEES)
Authors:  Y. Jin;  R. Zhang
Favorite  |  View/Download:1/0  |  Submit date:2021/06/18
singular spectrum analysis  meteorological factors  fuzzy information granulation  improved cuckoo algorithm  short-term photovoltaic output forecast  
SSA-LSTM neural network for hourly PM2.5 concentration prediction in Shenyang, China 会议论文
Journal of Physics: Conference Series
Authors:  Zhang, Ye;  Li, WD(李维德)
Favorite  |  View/Download:71/0  |  Submit date:2021/04/16
Forecasting  Predictive analytics  Respiratory system  Spectrum analysis  Time series analysis  Atmospheric environment  Fine particulate matter  Human respiratory system  Noise components  Periodic components  PM2.5 concentration  Prediction model  Singular spectrum analysis  
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:27/0  |  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:23/0  |  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:53/0  |  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:24/0  |  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
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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
Favorite  |  View/Download:21/0  |  Submit date:2020/01/16
时间序列预测  相关向量机  数据预处理  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
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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:44/0  |  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