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兰州理工大学 [8]
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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
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:13/0
  |  
提交时间:2022/04/29
Interval prediction
Multi-objective optimization algorithm
Wind speed
Combined models
Wind Speed Prediction based on Spatio-Temporal Covariance Model Using Autoregressive Integrated Moving Average Regression Smoothing
期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 卷号: 35
作者:
Wang, Yu
;
Zhu, Changan
;
Ye, Xiaodong
;
Zhao, Jianghai
;
Wang, Deji
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/08/31
Wind speed
spatio-temporal prediction
Gaussian random field
spatio-temporal kriging
ARIMA
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:15/0
  |  
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
DMC predictive control method for hydraulic wind turbine system speed regulation
期刊论文
Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 卷号: 42, 期号: 3, 页码: 71-75
作者:
Liu, Weirong
;
Wei, Yulin
;
Liu, Jie
;
Liu, Chaorong
;
Ren, Chengwen
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/06/03
Hydraulic turbines
Predictive control systems
Speed
Speed control
Speed regulators
Wind turbines
Constant speed control
Dynamic matrix control
Engineering applications
Prediction control
Predictive control methods
Speed regulation
Variable displacement
Wind turbine systems
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:10/0
  |  
提交时间:2021/03/16
wind speed forecast
numerical weather prediction
post processing
gradient boosting decision tree
Risk Prediction of Coastal Hazards Induced by Typhoon: A Case Study in the Coastal Region of Shenzhen, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 11, 页码: 21
作者:
Guo, Yunxia
;
Hou, Yijun
;
Liu, Ze
;
Du, Mei
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2020/09/25
coastal hazards
risk prediction
storm surge
wind speed
significant wave heights
Wind speed prediction method using Shared Weight Long Short-Term Memory Network and Gaussian Process Regression
期刊论文
APPLIED ENERGY, 2019, 卷号: 247, 页码: 270-284
作者:
Zhang, Zhendong
;
Ye, Lei
;
Qin, Hui
;
Liu, Yongqi
;
Wang, Chao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Wind speed prediction
Long Short-Term Memory Network
Gaussian Process Regression
Shared weight
Forecast uncertainty
Ultra-short term wind speed prediction based on spatial correlation by k-nearest neighbor
期刊论文
Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2019, 卷号: Vol.39 No.3, 页码: 175-181
作者:
Yang, Z.
;
Zhao, Q.
;
Wu, B.
;
Hou, J.
;
Chen, X.
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/11/21
Historical observations
K-nearest neighbor
Spatial correlation
Ultra-short term
Wind speed prediction
Deep-learning-based Wind Speed Forecasting Considering Spatial-temporal Correlations with Adjacent Wind Turbines
期刊论文
2019, 页码: 623-632
作者:
Shi, Xiaoyu
;
Huang, Shengzhi
;
Huang, Qiang
;
Lei, Xuewen
;
Li, Jiangfeng
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2019/12/20
Wind speed prediction
spatial-temporal correlation
wavelet coherence transformation analysis
long short term memory
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