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Estimating the short-term and long-term wind speeds: implementing hybrid models through coupling machine learning and linear time series models

机译：估计短期和长期风速：通过耦合机学习和线性时间序列模型实现混合模型

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Saeid Mehdizadeh; Ali Kozekalani Sales; Mir Jafar Sadegh Safari;
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1. Estimating the short‑term and long‑term wind speeds: implementing hybrid models through coupling machine learning and linear time series models [J] . Saeid Mehdizadeh, Ali Kozekalani Sales, Mir Jafar Sadegh Safari SN Applied Sciences . 2020,第6期

机译：估计短期和长期风速：通过耦合机器学习和线性时间序列模型实施混合模型
2. Short-term wind speed forecasting: Application of linear and non-linear time series models [J] . Sharma Sunil Kumar, Ghosh Sajal International journal of green energy . 2016,第11a15期

机译：短期风速预测：线性和非线性时间序列模型的应用
3. A novel hybrid machine learning model for short-term wind speed prediction in inner Mongolia, China [J] . Lin Boqiang, Zhang Chongchong Renewable energy . 2021,第Deca期

机译：中国内蒙古短期风速预测的新型混合机学习模型
4. Multi-Time Series and -Time Scale Modeling for Wind Speed and Wind Power Forecasting Part I: Statistical Methods, Very Short-Term and Short-Term Applications [C] . Ilhami Colak, Seref Sagiroglu, Mehmet Yesilbudak, International Conference on Renewable Energy Research and Applications . 2015

机译：风速和风电源预测的多时序列和时间量表模型I：统计方法，非常短期和短期应用
5. Machine Learning Model Time-Series Clustering for Energy Optimized Virtual Machine Placement Using Time-Series Performance Data [D] . Kellogg, Tad. 2021

机译：机器学习模型时间序列聚类用于使用时间序列性能数据进行能量优化虚拟机的展示
6. A Hybrid Short-Term Traffic Flow Prediction Model Based on Singular Spectrum Analysis and Kernel Extreme Learning Machine [O] . Qiang Shang, Ciyun Lin, Zhaosheng Yang, 2011

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7. Study of Learning Data Selection Method with VAR Model in Wind Speed Prediction by Neural Network using Wind Speed Time-series Data of Multiple Sites [O] . Tomohiro NAGATANI, Takeru MORIYAMA, Koki NISHIMURA, 2018

机译：利用多个站点的风速时间序列数据对风速预测var模型的学习数据选择方法研究

Estimating the short-term and long-term wind speeds: implementing hybrid models through coupling machine learning and linear time series models

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