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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
兰州市PM2.5和O3协同控制模拟及对策建议
学位论文
工学硕士, 兰州: 兰州大学, 2023
Authors:
刘鹏
Favorite
  |  
  
Submit date:2023/11/15
兰州市
Lanzhou City
PM2.5与O3协同控制
PM2.5 and O3 collaborative control
WRF-Chem
WRF-Chem
前体物减排模拟
precursor emission reduction simulation
减排对策建议
emission reduction countermeasure recommendations
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
Improving snow albedo parameterization scheme based on remote sensing data
期刊论文
ATMOSPHERIC RESEARCH, 2023, 卷号: 284
Authors:
Li, Huoqing
;
Zhang, Guo
;
Wang, CH(王澄海)
;
Liu, Zonghui
;
Ju, Chenxiang
;
Mamtimin, Ali
Favorite
  |  
  
Submit date:2023/04/12
Atmospheric temperature
Budget control
Heat flux
Mean square error
Parameterization
Snow
Solar radiation
Vegetation
Air temperature
Energy budgets
Land surface scheme
Land-cover types
Parameterization schemes
Remote sensing data
Remote-sensing
Root mean squared errors
Snow albedo
WRF
Improving snow albedo parameterization scheme based on remote sensing data
期刊论文
ATMOSPHERIC RESEARCH, 2023, 卷号: 284
Authors:
Li, Huoqing
;
Zhang, Guo
;
Wang, CH(王澄海)
;
Liu, Zonghui
;
Ju, Chenxiang
;
Mamtimin, Ali
Favorite
  |  
  
Submit date:2023/05/25
Atmospheric temperature
Budget control
Heat flux
Mean square error
Parameterization
Snow
Solar radiation
Vegetation
Air temperature
Energy budgets
Land surface scheme
Land-cover types
Parameterization schemes
Remote sensing data
Remote-sensing
Root mean squared errors
Snow albedo
WRF
Improving snow albedo parameterization scheme based on remote sensing data
期刊论文
ATMOSPHERIC RESEARCH, 2023, 卷号: 284
Authors:
Li, Huoqing
;
Zhang, Guo
;
Wang, CH(王澄海)
;
Liu, Zonghui
;
Ju, Chenxiang
;
Mamtimin, Ali
Favorite
  |  
  
Submit date:2023/07/18
Atmospheric temperature
Budget control
Heat flux
Mean square error
Parameterization
Snow
Solar radiation
Vegetation
Air temperature
Energy budgets
Land surface scheme
Land-cover types
Parameterization schemes
Remote sensing data
Remote-sensing
Root mean squared errors
Snow albedo
WRF