Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM | |
Liu, Hui*; Mi, Xiwei; Li, Yanfei | |
刊名 | Energy Conversion and Management |
2018 | |
卷号 | 159页码:54-64 |
关键词 | Wind speed forecasting Variational mode decomposition Singular spectrum analysis Deep learning Long short term memory network Extreme learning machine |
ISSN号 | 0196-8904 |
DOI | 10.1016/j.enconman.2018.01.010 |
URL标识 | 查看原文 |
WOS记录号 | WOS:000426412000006;EI:20181304955474 |
内容类型 | 期刊论文 |
URI标识 | http://www.corc.org.cn/handle/1471x/3316954 |
专题 | 中南大学 |
作者单位 | 1.[Li, Yanfei 2.Liu, Hui 3.Mi, Xiwei] Cent S Univ, Inst Artificial Intelligence & Robot, Sch Traff & Transportat Engn, Minist Educ,Key Lab Traff Safety Track, Changsha 410075, Hunan, Peoples R China. |
推荐引用方式 GB/T 7714 | Liu, Hui*,Mi, Xiwei,Li, Yanfei. Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM[J]. Energy Conversion and Management,2018,159:54-64. |
APA | Liu, Hui*,Mi, Xiwei,&Li, Yanfei.(2018).Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM.Energy Conversion and Management,159,54-64. |
MLA | Liu, Hui*,et al."Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM".Energy Conversion and Management 159(2018):54-64. |
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