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基于模糊控制的局地化方法在不同维度模型上的应用研究
学位论文
理学博士, 兰州: 兰州大学, 2023
Authors:
常明恒
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  |  
  
Submit date:2023/11/15
背景误差协方差
background error covariance
观测误差协方差
observation error covariance
局地化方法
localization method
模糊控制方法
fuzzy control method
背景误差协方差的模糊控制方法
fuzzy control method for background covariance, fuzzy control method for observation covariance
观测误差协方差的模糊控制方法
fuzzy control for local ensemble transformed Kalman filter method
模糊控制的局地化集合转换卡尔曼滤波方法
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
Surface water and aerosol spatiotemporal dynamics and influence mechanisms over drylands
期刊论文
Geoscience Frontiers, 2023, 卷号: 14, 期号: 2
Authors:
Chen, Xiangyue
;
Zuo, Hongchao
;
Wang, Wenpeng
;
Duan, Jikai
;
Chang, Mingheng
;
Wang, Jingzhe
Favorite
  |  
  
Submit date:2023/02/22
Surface water
Aerosols
PLS-SEM
Central Asia
Aral Sea
Ebinur Lake
A combined short-term wind speed forecasting model based on CNN–RNN and linear regression optimization considering error
期刊论文
RENEWABLE ENERGY, 2022, 卷号: 200, 页码: 788-808
Authors:
Duan, Jikai
;
Chang, Mingheng
;
Chen, Xiangyue
;
Wang, Wenpeng
;
Zuo, Hongchao
;
Bai, Yulong
;
Chen, Bolong
Favorite
  |  
  
Submit date:2023/01/03
Convolution
Convolutional neural networks
Electric power transmission networks
Electric power utilization
Empirical mode decomposition
Errors
Forecasting
Linear regression
Smart power grids
Speed
Wind power
Wind speed
Combined forecasting
Combined forecasting model
Convolutional neural network
Empirical Mode Decomposition
Forecasting models
Linear regression network
Neural network model
Short-term wind speed forecasting
Wind speed
Wind speed forecasting
A combined short-term wind speed forecasting model based on CNN-RNN and linear regression optimization considering error
期刊论文
RENEWABLE ENERGY, 2022, 卷号: 200, 页码: 788-808
Authors:
Duan, Jikai
;
Chang, Mingheng
;
Chen, Xiangyue
;
Wang, Wenpeng
;
Zuo, Hongchao
;
Bai, Yulong
;
Chen, Bolong
Favorite
  |  
  
Submit date:2023/01/03
Wind speed forecasting
Combined forecasting model
Convolutional neural network
Recurrent neural network
Linear regression network
Modifying Covariance Localization to Mitigate Sampling Errors from the Ensemble Data Assimilation
期刊论文
Advances in Meteorology, 2022, 卷号: 2022
Authors:
Chang, Mingheng
;
Zuo, Hongchao
;
Duan, Jikai
Favorite
  |  
  
Submit date:2023/01/03