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兰州大学机构库

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基于机器学习和群智能的超短期风速及太阳辐射订正预报研究 学位论文
理学博士, 兰州: 兰州大学, 2023
Authors:  段济开
Favorite  |    Submit date：2023/11/15
WRF模式  WRF model  风速预报  wind speed forecast  太阳辐射预报  solar radiation forecast  订正预报  correction forecast  组合预报  combination forecast  机器学习  machine learning  群智能  swarm intelligence  
Ensemble Machine Learning Method for Photovoltaic Power Forecasting 会议论文
2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)
Authors:  Q. Zhou;  X. Tang;  Q. Lv;  Z. Li;  J. Shen;  J. Wang;  B. Yong
Favorite  |    Submit date：2023/07/18
Photovoltaic power prediction  Smart grid  XG-Boost  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/04/12
Convolutional neural networks  Electric load dispatching  Forecasting  Multilayer neural networks  Optimization  Solar energy  Solar power generation  Solar radiation  Chaotic aquila optimization  Chaotics  Convolutional networks  Fully convolutional network  Multisteps  Optimisations  Solar modeling  Solar radiation forecasting  Solar radiation predictions  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/04/12
Solar radiation forecasting  Fully convolutional networks  Chaotic aquila optimization  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/05/25
Convolutional neural networks  Electric load dispatching  Forecasting  Multilayer neural networks  Optimization  Solar energy  Solar power generation  Solar radiation  Chaotic aquila optimization  Chaotics  Convolutional networks  Fully convolutional network  Multisteps  Optimisations  Solar modeling  Solar radiation forecasting  Solar radiation predictions  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/05/25
Solar radiation forecasting  Fully convolutional networks  Chaotic aquila optimization  WRF-solar  
A multistep short-term solar radiation forecasting model using fully convolutional neural networks and chaotic aquila optimization combining WRF-Solar model results 期刊论文
ENERGY, 2023, 卷号: 271
Authors:  Duan, Jikai;  Zuo, HC(左洪超);  Bai, Yulong;  Chang, Mingheng;  Chen, Xiangyue;  Wang, Wenpeng;  Ma, L(马磊);  Chen, BL(陈伯龙)
Favorite  |    Submit date：2023/07/18
Convolutional neural networks  Electric load dispatching  Forecasting  Multilayer neural networks  Optimization  Solar energy  Solar power generation  Solar radiation  Chaotic aquila optimization  Chaotics  Convolutional networks  Fully convolutional network  Multisteps  Optimisations  Solar modeling  Solar radiation forecasting  Solar radiation predictions  WRF-solar  
Impact of dust radiation effect on simulations of temperature and wind – A case study in Taklimakan Desert 期刊论文
ATMOSPHERIC RESEARCH, 2022, 卷号: 273
Authors:  Li, Huoqing;  Wang, CH(王澄海)
Favorite  |    Submit date：2022/05/12
Aerosols  Atmospheric radiation  Atmospheric temperature  Boundary layers  Budget control  Dust  Heat flux  Storms  Wind  Atmospheric dynamics  Case-studies  Dynamic condition  Energy budgets  Heating/cooling rate  Radiation budget  Taklimakan desert  Thermal condition  Wind speed  WRF/Chem  WRF-Chem  Radiation  Energy budget  Weather forecasts  
Impact of dust radiation effect on simulations of temperature and wind – A case study in Taklimakan Desert 期刊论文
ATMOSPHERIC RESEARCH, 2022, 卷号: 273
Authors:  Li, Huoqing;  Wang, CH(王澄海)
Favorite  |    Submit date：2022/11/08
Atmospheric radiation  Atmospheric temperature  Heat flux  Weather forecasting  Boundary layers  Budget control  Wind  Radiation effects  Aerosols  Atmospheric thermodynamics  Storms  Atmospheric dynamics  Case-studies  Dynamic condition  Energy budgets  Heating/cooling rate  Radiation budget  Taklimakan desert  Thermal condition  Wind speed  WRF/Chem  
Impact of dust radiation effect on simulations of temperature and wind – A case study in Taklimakan Desert 期刊论文
ATMOSPHERIC RESEARCH, 2022, 卷号: 273
Authors:  Li, Huoqing;  Wang, Chenghai
Favorite  |    Submit date：2023/01/03
Atmospheric radiation  Atmospheric temperature  Heat flux  Weather forecasting  Boundary layers  Budget control  Wind  Radiation effects  Aerosols  Atmospheric thermodynamics  Storms  Atmospheric dynamics  Case-studies  Dynamic condition  Energy budgets  Heating/cooling rate  Radiation budget  Taklimakan desert  Thermal condition  Wind speed  WRF/Chem