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Wind speed interval prediction model based on variational mode decomposition and multi-objective optimization
期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 113, 页码: 15
作者:
Wang, Jianzhou
;
Cheng, Zishu
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/04/29
Interval prediction
Multi-objective optimization algorithm
Wind speed
Combined models
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:14/0
  |  
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
Multistep Wind Speed Forecasting Based on a Hybrid Model of VMD and Nonlinear Autoregressive Neural Network
期刊论文
JOURNAL OF MATHEMATICS, 2021, 卷号: 2021, 页码: -
作者:
Zheng, Yuqiao
;
Dong, Bo
;
Liu, Yuhan
;
Tong, Xiaolei
;
Wang, Lei
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/12
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:3/0
  |  
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:2/0
  |  
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
Wind Power Short-Term Forecasting Model Based on the Hierarchical Output Power and Poisson Re-Sampling Random Forest Algorithm
期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 6478-6487
作者:
Hao, Jie
;
Zhu, Changsheng
;
Guo, Xiuting
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/02
Decision trees
Economics
Electric power system interconnection
Electric utilities
Predictive analytics
Random forests
Statistical tests
Weather forecasting
Wind power
Chi-square tests
Classification models
Random forest algorithm
Real time characteristics
Short term prediction
Short-term forecasting
Short-term wind power forecasting
Wind power predictions
Wind Speed Forecast Based on Post-Processing of Numerical Weather Predictions Using a Gradient Boosting Decision Tree Algorithm
期刊论文
ATMOSPHERE, 2020, 卷号: 11, 期号: 7, 页码: 38
作者:
Xu, Wenqing
;
Ning, Like
;
Luo, Yong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/03/16
wind speed forecast
numerical weather prediction
post processing
gradient boosting decision tree
Applying Satellite Data Assimilation to Wind Simulation of Coastal Wind Farms in Guangdong, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 6, 页码: 27
作者:
Xu, Wenqing
;
Ning, Like
;
Luo, Yong
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2021/03/23
data assimilation
WRF
WRFDA
3DVar
Prediction error analysis of wind power based on clustering and non-parametric kernel density estimation
期刊论文
Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2019, 卷号: 40, 期号: 12, 页码: 3594-3604
作者:
Zhang, Xiaoying
;
Zhang, Xiaomin
;
Liao, Shun
;
Chen, Wei
;
Wang, Xiaolan
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2020/11/14
Cluster analysis
Errors
Iterative methods
Probability distributions
Statistics
Weather forecasting
Wind power
Fitting accuracy
Non-parametric estimations
Segmental clustering
Wind power forecast
Window width
Wind velocity distribution reconstruction using CFD database with Tucker decomposition and sensor measurement
期刊论文
ENERGY, 2019, 卷号: 167, 页码: 1236-1250
作者:
Qin L
;
Liu S
;
Kang Y
;
Yan SA
;
Schlaberg HI
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2019/01/09
Wind velocity distribution
Third-order CFD database
Tucker decomposition
Sensor measurement
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