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兰州理工大学 [15]

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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; 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 收藏 \| 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
	Short-Term Wind Speed Forecasting Model based on Local Comparison and Mean Circular Tube 期刊论文 International Journal of Performability Engineering, 2019, 卷号: 15, 期号: 6, 页码: 1672-1683 作者: Bai, Xuezong; An, Zongwen; Hou, Yunfeng; Gao, Jianxiong 收藏 \| 浏览/下载：9/0 \| 提交时间：2020/11/14 Electric load dispatching Electric power transmission networks Errors Forecasting Speed Turbomachine blades Circular tubes Error forecasting Local comparison Short-term wind speed forecasting State probability
	Adaptive Detection and Preprocessing Method for Abnormal Wind Speed of Wind Farm Based on Deep Boltzmann Machine 期刊论文 Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2018, 卷号: 33, 页码: 205-212 作者: Lin, Jie; Wu, Butuo; Chen, Wei 收藏 \| 浏览/下载：15/0 \| 提交时间：2020/11/14 Anomaly detection Data acquisition Data handling Forecasting Hidden Markov models Signal processing Speed Statistics Stochastic systems Wind power Data acquisition system Deep boltzmann machines Empirical Mode Decomposition Outlier identification Pre-processing method Prediction accuracy Pretreatment methods Wind speed sequences
	Adaptive detection and correction method for anomalous wind speed 会议论文 19-1#, Jiangong Road, Xi'an, China, October 25, 2016 - October 28, 2016 作者: Chen, Wei; Wu, Butuo; Pei, Xiping; Yan, Hongqiang 收藏 \| 浏览/下载：14/0 \| 提交时间：2020/11/15 Data acquisition Forecasting Hidden Markov models Interpolation Radial basis function networks Stochastic systems Systematic errors Wind power Auto-regressive integrated moving average Cubic-spline interpolation Data acquisition system Empirical Mode Decomposition Empirical mode decomposition method Forecasting accuracy Identification method Wind speed sequences

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