Two-phase deep learning model for short-term wind direction forecasting

Tang Zhenhao; Zhao Gengnan; Ouyang Tinghui

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Two-phase deep learning model for short-term wind direction forecasting

机译：短期风向预测两相深度学习模型

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1016

机译：1016

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来源
《Renewable energy》 |2021年第8期|1005-1016|共12页
作者
Tang Zhenhao; Zhao Gengnan; Ouyang Tinghui;
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作者单位

Northeast Elect Power Univ Coll Automat Engn Jilin Jilin Peoples R China;

Northeast Elect Power Univ Coll Automat Engn Jilin Jilin Peoples R China;

Wuhan Univ Sch Elect Engn & Automat Wuhan Peoples R China;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
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关键词
Wind direction prediction; Two-phase prediction model; Improved flower pollination algorithm; Echo state network;

机译：风向预测;两相预测模型;改进的花授粉算法;回声状态网络;

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1. A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm [J] . Neshat M., Alexander B., Wagner M., Energy Conversion & Management . 2021,第May期

机译：基于深度学习的短期风速预测演化模型 - 以卢尔德鲁德海上风电场为例
2. Very short-term forecasting of wind power generation using hybrid deep learning model [J] . Hossain Md Alamgir, Chakrabortty Ripon K., Elsawah Sondoss, Journal of Cleaner Production . 2021,第MAYa10期

机译：使用混合深度学习模型的风力发电非常短期预测
3. A novel deep learning ensemble model with data denoising for short-term wind speed forecasting [J] . Peng Zhiyun, Peng Sui, Fu Lidan, Energy Conversion & Management . 2020,第Mara期

机译：一种新型的带有数据去噪的深度学习集成模型，用于短期风速预测
4. An Ensemble Model for Short-Term Wind Power Forecasting using Deep Learning and Gradient Boosting Algorithms [C] . Devesh Kumar, Rishabh Abhinav, Naran Pindoriya National Power Systems Conference . 2020

机译：使用深度学习和梯度升压算法的短期风力预测集合模型
5. Deep Learning for Short-Term Network-Wide Road Traffic Forecasting [D] . Cui, Zhiyong. 2021

机译：深度学习短期网络广播道路交通预测
6. An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement [O] . Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, -1

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7. Short-term wind speed forecasting system using deep learning for wind turbine applications [O] . Gokhan Erdemir, Aydin Tarik Zengin, Tahir Cetin Akinci 2020

机译：用于风力涡轮机应用的短期风速预测系统

Two-phase deep learning model for short-term wind direction forecasting

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