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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
收藏
  |  
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:15/0
  |  
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
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
收藏
  |  
浏览/下载:17/0
  |  
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
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
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  |  
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
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target
期刊论文
Energy, 2021, 卷号: 215
作者:
Dong, Yunxuan
;
Wang, Jing
;
Xiao, Ling
;
Fu, Tonglin
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  |  
浏览/下载:4/0
  |  
提交时间:2020/12/18
Convergence of numerical methods
Convolutional neural networks
Cost functions
Forecasting
Heuristic algorithms
Optimization
Time series
Wind powerComputation complexity
Convergence problems
Convexity-preserving
Heuristic optimization algorithms
Multiple-objective optimization
Optimal parameter
Wind speed forecasting
Wind speed time series
Short-term wind speed time series forecasting based on a hybrid method with multiple objective optimization for non-convex target
会议论文
作者:
Dong, Yunxuan
;
Wang, Jing
;
Xiao, Ling
;
Fu, Tonglin
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/12/18
Convergence of numerical methods
Convolutional neural networks
Cost functions
Forecasting
Heuristic algorithms
Optimization
Time series
Wind powerComputation complexity
Convergence problems
Convexity-preserving
Heuristic optimization algorithms
Multiple-objective optimization
Optimal parameter
Wind speed forecasting
Wind speed time series
Causal convolutional gated recurrent unit network with multiple decomposition methods for short-term wind speed forecasting
期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2020, 卷号: 226, 页码: 15
作者:
Zhang, Guowei
;
Liu, Da
收藏
  |  
浏览/下载:5/0
  |  
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
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:11/0
  |  
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
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