中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
数学与系统科学研究院 [5]
国家空间科学中心 [2]
力学研究所 [1]
地理科学与资源研究所 [1]
计算技术研究所 [1]
光电技术研究所 [1]
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采集方式
OAI收割 [14]
内容类型
期刊论文 [13]
会议论文 [1]
发表日期
2024 [2]
2023 [1]
2022 [3]
2021 [1]
2020 [2]
2018 [1]
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学科主题
空间物理 [1]
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Spatiotemporal wind speed forecasting using conditional local convolution and multidimensional meteorology features
期刊论文
OAI收割
SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 26219
作者:
Wang, Meng
;
Wang, Juanle
;
Yu, Mingming
;
Yang, Fei
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/12/20
Wind resources
Spatiotemporal wind forecasting
Local convolution kernel
Recurrent neural network
Inner Mongolia region
WGformer: A Weibull-Gaussian Informer based model for wind speed prediction
期刊论文
OAI收割
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 卷号: 131, 页码: 20
作者:
Shi, Ziyi
;
Li, Jia
;
Jiang, Zheyuan
;
Li, Huang
;
Yu, Chengqing
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/05/20
Wind speed forecasting
Weibull-Gaussian transform
Informer
Kernel mean square error loss
Deep learning
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process
期刊论文
OAI收割
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:
Zhang, Hui
;
Wang, Qiang
;
Mu, Mu
;
Zhang, Kun
;
Geng, Yu
  |  
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information
期刊论文
OAI收割
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
作者:
Heng, Jiani
;
Hong, Yongmiao
;
Hu, Jianming
;
Wang, Shouyang
  |  
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2022/04/02
Probabilistic and deterministic wind speed
forecasting
Wind characteristic information
Probability density functions
Generalized Gaussian process
Pseudo-Likelihood
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks
期刊论文
OAI收割
ENERGY, 2022, 卷号: 238, 页码: 22
作者:
Li, Dan
;
Jiang, Fuxin
;
Chen, Min
;
Qian, Tao
  |  
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2022/04/02
Wind speed forecasting
Ensemble patch transform
Complete ensemble empirical mode
decomposition
Temporal convolutional network
Hybrid method
MFNet: The Spatio-Temporal Network for Meteorological Forecasting With Architecture Search
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Zhang, Xinbang
;
Jin, Qizhao
;
Xiang, Shiming
;
Pan, Chunhong
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2022/11/21
Forecasting
Computer architecture
Task analysis
Deep learning
Convolution
Correlation
Wind forecasting
Deep learning
meteorological forecasting (MF)
neural architecture search (NAS)
Short-term wind speed forecasting using recurrent neural networks with error correction
期刊论文
OAI收割
ENERGY, 2021, 卷号: 217, 页码: 16
作者:
Duan, Jikai
;
Zuo, Hongchao
;
Bai, Yulong
;
Duan, Jizheng
;
Chang, Mingheng
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/12/10
Wind speed forecasting
Recurrent neural network
ARIMA
Causal convolutional gated recurrent unit network with multiple decomposition methods for short-term wind speed forecasting
期刊论文
OAI收割
ENERGY CONVERSION AND MANAGEMENT, 2020, 卷号: 226, 页码: 15
作者:
Zhang, Guowei
;
Liu, Da
  |  
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2021/04/26
Causal convolutional network
Gated recurrent unit
Multiple decomposition methods
Short-term wind speed forecasting
Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
期刊论文
OAI收割
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
作者:
Hu, Jianming
;
Heng, Jiani
;
Wen, Jiemei
;
Zhao, Weigang
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/04/26
Renewable energy
Complete empirical mode decomposition with adaptive noise
Quantile regression neural network
Wind speed forecasting
Distance correlation
An operational solar wind prediction system transitioning fundamental science to operations
期刊论文
OAI收割
JOURNAL OF SPACE WEATHER AND SPACE CLIMATE, 2018, 卷号: 8, 页码: A39
作者:
Wang, Jingjing
;
Ao, Xianzhi
;
Wang, Yuming
;
Wang, Chuanbing
;
Cai, Yanxia
  |  
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2018/10/12
Forecasting
Solar Wind
Coronal Mass Ejection (Cme)
Space Weather