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兰州理工大学 [22]

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	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 收藏 \| 浏览/下载：28/0 \| 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
	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：14/0 \| 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 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
	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：22/0 \| 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
	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：15/0 \| 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
	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
	A novel combination forecasting model for wind power integrating least square support vector machine, deep belief network, singular spectrum analysis and locality-sensitive hashing 期刊论文 ENERGY, 2019, 卷号: 168, 页码: 558-572 作者: Zhang, Yachao; Le, Jian; Liao, Xiaobing; Zheng, Feng; Li, Yinghai 收藏 \| 浏览/下载：17/0 \| 提交时间：2019/11/21 Combination forecasting model Singular spectrum analysis Deep belief network Least square support vector machine Wind power Locality-sensitive hashing
	A novel combination forecasting model for wind power integrating least square support vector machine, deep belief network, singular spectrum analysis and locality-sensitive hashing 期刊论文 ENERGY, 2019, 卷号: 168 作者: Zhang, Yachao; Le, Jian; Liao, Xiaobing; Zheng, Feng; Li, Yinghai 收藏 \| 浏览/下载：80/0 \| 提交时间：2019/12/05 Wind power Combination forecasting model Deep belief network Singular spectrum analysis Locality-sensitive hashing Least square support vector machine
	Intra-Interval Security Based Dispatch for Power Systems With High Wind Penetration 期刊论文 IEEE Transactions on Power Systems, 2019, 卷号: Vol.34 No.2, 页码: 1243-1255 作者: Liang Che; Xuan Liu; Xin Zhu; Yunfeng Wen; Zuyi Li 收藏 \| 浏览/下载：19/0 \| 提交时间：2019/12/13 Security Wind power generation Generators Uncertainty Power systems Wind farms Wind forecasting Intermittent resource preventive dispatch real-time operation wind variability wind uncertainty
	Optimal sizing of energy storage considering the spatial-temporal correlation of wind power forecast errors 期刊论文 IET RENEWABLE POWER GENERATION, 2019, 卷号: 13, 期号: 4, 页码: 530-538 作者: Wang, Chengfu; Teng, Qijun; Liu, Xiaoyi; Zhang, Feng; He, Suoying 收藏 \| 浏览/下载：114/0 \| 提交时间：2019/12/11 energy storage power grids load forecasting wind power plants optimisation power generation economics wind power multiple nearby wind farms correlation model high-dimensional forecast errors spatial-temporal characteristics optimal ESS sizing model optimal sizing spatial-temporal correlation power deviation stochastic wind power forecast error regional power grid energy storage system

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