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Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process
期刊论文
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:4/0
  |  
提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning
期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:
Wang, Nier
;
Li, Zhanming
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  |  
浏览/下载:34/0
  |  
提交时间:2022/09/22
Data handling
Decision trees
Electric load dispatching
Machine learning
Weather forecasting
Wind farm
Ensemble learning
Forecasting methods
Large amounts
Multi-model combination
Processing capacities
Short-term wind power forecasting
Stacking framework
Stackings
Times series
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
作者:
Heng, Jiani
;
Hong, Yongmiao
;
Hu, Jianming
;
Wang, Shouyang
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  |  
浏览/下载:14/0
  |  
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
ENERGY, 2022, 卷号: 238, 页码: 22
作者:
Li, Dan
;
Jiang, Fuxin
;
Chen, Min
;
Qian, Tao
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/04/02
Wind speed forecasting
Ensemble patch transform
Complete ensemble empirical mode
decomposition
Temporal convolutional network
Hybrid method
Wind Speed Short-Term Prediction Based on Empirical Wavelet Transform, Recurrent Neural Network and Error Correction
期刊论文
Journal of Shanghai Jiaotong University (Science), 2022
作者:
Zhu, Changsheng
;
Zhu, Lina
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/08/09
Brain
Elman neural networks
Error correction
Forecasting
Multilayer neural networks
Speed
Stochastic systems
Wavelet transforms
Wind power
Wind speed
A
Deep long short term memory network
Empirical wavelet transform
Error correction strategy
Errors correction
Memory network
TM 614
Wavelets transform
Wind speed
Wind speed prediction
MFNet: The Spatio-Temporal Network for Meteorological Forecasting With Architecture Search
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Zhang, Xinbang
;
Jin, Qizhao
;
Xiang, Shiming
;
Pan, Chunhong
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  |  
浏览/下载:21/0
  |  
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)
A hybrid method for short-term wind speed forecasting based on Bayesian optimization and error correction
期刊论文
JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2021, 卷号: 13, 期号: 3
作者:
Guo, Xiuting
;
Zhu, Changsheng
;
Hao, Jie
;
Zhang, Shengcai
;
Zhu, Lina
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  |  
浏览/下载:20/0
  |  
提交时间:2021/10/14
Error correction
Forecasting
Machine learning
Speed
Wavelet transforms
Wind power
Bayesian optimization algorithms
Error correction models
Extreme learning machine
Hyper-parameter optimizations
Large-scale wind power
Prediction performance
Short-term wind speed forecasting
Wind speed prediction
Fault Monitoring Method of Wind Turbine Main Bearing
期刊论文
Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2021, 卷号: 41, 期号: 2, 页码: 341-347 and 415
作者:
Zheng, Yuqiao
;
Wei, Jianfeng
;
Zhu, Kai
;
Dong, Bo
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/02/17
Bearings (machine parts)
Forecasting
Linear regression
Monitoring
Sliding mode control
Statistics
Support vector machines
Support vector regression
Wind turbines
Change of temperatures
Combination forecasting models
Determination coefficients
Mean and standard deviations
Multiple linear regression models
Multivariate linear regression model
Sliding window methods
Support vector machine regressions
Study on aerodynamic characteristics of horizontal axis wind turbine under low-level jet inflow condition
期刊论文
Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 卷号: 42, 期号: 3, 页码: 1-8
作者:
Zhang, Xuyao
;
Yang, Congxin
;
Jin, Rui
;
Zhang, Yaguang
;
He, Pan
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2021/06/03
Aerodynamic loads
Boundary layers
Energy utilization
Speed
Turbine components
Wind
Wind power
Wind turbines
Aerodynamic characteristics
Forecasting accuracy
Horizontal axis wind turbines
Longitudinal force
Maximum relative errors
Turbulent wind fields
Von karman spectrums
Wind turbine rotors
Short-term wind speed forecasting using recurrent neural networks with error correction
期刊论文
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:21/0
  |  
提交时间:2021/12/10
Wind speed forecasting
Recurrent neural network
ARIMA
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