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科研机构

中南大学 [3]

兰州理工大学 [1]

西安交通大学 [1]

青藏高原研究所 [1]

自动化研究所 [1]

上海大学 [1]

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期刊论文 [8]

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2018 [8]

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发表日期：2018

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	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：16/0 \| 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
	Short-term wind speed prediction using an extreme learning machine model with error correction 期刊论文 ENERGY CONVERSION AND MANAGEMENT, 2018, 卷号: 162, 期号: 0, 页码: 239-250 作者: Li, X (Li, Xin); Wang, LL (Wang, Lili); Bai, YL (Bai, Yulong) 收藏 \| 浏览/下载：12/0 \| 提交时间：2019/06/13 Neural-network Feature-selection Search Algorithm Time-series Decomposition Elm Emd Optimization System China
	Multi-step wind speed forecasting using EWT decomposition, LSTM principal computing, RELM subordinate computing and IEWT reconstruction 期刊论文 Energy Conversion and Management, 2018, 卷号: 167, 页码: 203-219 作者: Li, Yanfei; Wu, Haiping; Liu, Hui* 收藏 \| 浏览/下载：4/0 \| 提交时间：2019/12/03 Wind speed forecasting Hybrid model Empirical wavelet transform Long short term memory network Regularized extreme learning machine Inverse empirical wavelet transform
	Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM 期刊论文 Energy Conversion and Management, 2018, 卷号: 159, 页码: 54-64 作者: Liu, Hui*; Mi, Xiwei; Li, Yanfei 收藏 \| 浏览/下载：11/0 \| 提交时间：2019/12/03 Wind speed forecasting Variational mode decomposition Singular spectrum analysis Deep learning Long short term memory network Extreme learning machine
	Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network 期刊论文 Energy Conversion and Management, 2018, 卷号: 156, 页码: 498-514 作者: Liu, Hui*; Mi, Xi-Wei; Li, Yan-Fei 收藏 \| 浏览/下载：3/0 \| 提交时间：2019/12/03 Wind speed forecasting Deep learning Empirical wavelet transform Long short term memory network Elman neural network
	Ensemble recurrent neural network based probabilistic wind speed forecasting approach 期刊论文 Energies, 2018, 卷号: 11 作者: Cheng, Lilin; Zang, Haixiang; Ding, Tao; Sun, Rong; Wang, Miaomiao 收藏 \| 浏览/下载：2/0 \| 提交时间：2019/11/26 Adaptive neuro fuzzy inference systems (ANFIS) Adaptive neuro-fuzzy inference system Ensemble learning Probabilistic forecasting Recurrent neural network (RNN) Short-term wind speed forecasting Wavelet threshold de-noising Wind speed forecasting
	A hybrid structure of an extreme learning machine combined with feature selection, signal decomposition and parameter optimization for short-term wind speed forecasting 期刊论文 Transactions of the Institute of Measurement and Control, 2018 作者: Sun, Sizhou[1]; Fu, Jingqi[2]; Zhu, Feng[3]; Du, Dajun[4] 收藏 \| 浏览/下载：9/0 \| 提交时间：2019/04/22
	Short Term Wind Speed Prediction Using Multiple Kernel Pseudo Inverse Neural Network 期刊论文 International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 1, 页码: 66-83 作者: S. P. Mishra; P. K. Dash 收藏 \| 浏览/下载：10/0 \| 提交时间：2021/02/23 Wind speed prediction pseudo inverse neural network kernel ridge regression nonlinear kernels firefly optimization.

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