An ultra-short-term wind speed forecasting model based on time scale recognition and dynamic adaptive modeling

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2021.107502 ◽

2022 ◽

Vol 135 ◽

pp. 107502

Author(s):

Zhao Zhen ◽

Gang Qiu ◽

Shengwei Mei ◽

Fei Wang ◽

Xuemin Zhang ◽

...

Keyword(s):

Forecasting Model ◽

Adaptive Modeling ◽

Wind Speed Forecasting ◽

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Short-term Wind Speed Forecasting Model Based on Spiking Neural Network

2018 International Conference on Advanced Mechatronic Systems (ICAMechS) ◽

10.1109/icamechs.2018.8507102 ◽

2018 ◽

Author(s):

Fengyang Han ◽

Runmin Li ◽

Dianwei Qian

Keyword(s):

Neural Network ◽

Forecasting Model ◽

Spiking Neural Network ◽

Wind Speed Forecasting ◽

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A short-term wind speed forecasting model based on improved QPSO optimizing LSSVM

2014 International Conference on Power System Technology ◽

10.1109/powercon.2014.6993777 ◽

2014 ◽

Author(s):

Zhiyuan Hu ◽

Qunying Liu ◽

Yunxiang Tian ◽

Yongfeng Liao

Keyword(s):

Forecasting Model ◽

Wind Speed Forecasting ◽

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Short-Term Wind Speed Forecasting Model based on Local Comparison and Mean Circular Tube

10.23940/ijpe.19.06.p18.16721683 ◽

2019 ◽

Author(s):

Xuezong Bai

Keyword(s):

Circular Tube ◽

Forecasting Model ◽

Wind Speed Forecasting ◽

Model Based ◽

Local Comparison

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Short-term wind speed forecasting model based on ANN with statistical feature parameters

IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2015.7392225 ◽

2015 ◽

Author(s):

Christos S. Ioakimidis ◽

Konstantinos N. Genikomsakis ◽

Panagiotis I. Dallas ◽

Sergio Lopez

Keyword(s):

Forecasting Model ◽

Wind Speed Forecasting ◽

Statistical Feature ◽

Model Based ◽

Feature Parameters

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Short‐term wind speed multistep combined forecasting model based on two‐stage decomposition and LSTM

Wind Energy ◽

10.1002/we.2613 ◽

2021 ◽

Author(s):

Xuechao Liao ◽

Zhenxing Liu ◽

Wanxiong Deng

Keyword(s):

Forecasting Model ◽

Two Stage ◽

Model Based ◽

Combined Forecasting

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A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting

Applied Energy ◽

10.1016/j.apenergy.2019.03.097 ◽

2019 ◽

Vol 241 ◽

pp. 519-539 ◽

Author(s):

Xinsong Niu ◽

Jiyang Wang

Keyword(s):

Optimization Algorithm ◽

Data Preprocessing ◽

Multi Objective Optimization ◽

Combined Model ◽

Wind Speed Forecasting ◽

Multi Objective ◽

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Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm

Energy Conversion and Management ◽

10.1016/j.enconman.2017.11.049 ◽

2018 ◽

Vol 156 ◽

pp. 525-541 ◽

Author(s):

Hui Liu ◽

Zhu Duan ◽

Feng-ze Han ◽

Yan-fei Li

Keyword(s):

Error Correction ◽

Ensemble Method ◽

Forecasting Model ◽

Correction Algorithm ◽

Wind Speed Forecasting ◽

Model Based ◽

Error Correction Algorithm

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A hybrid wind speed forecasting model based on phase space reconstruction theory and Markov model: A case study of wind farms in northwest China

Energy ◽

10.1016/j.energy.2015.08.039 ◽

2015 ◽

Vol 91 ◽

pp. 556-572 ◽

Author(s):

Yun Wang ◽

Jianzhou Wang ◽

Xiang Wei

Keyword(s):

Phase Space ◽

Markov Model ◽

Northwest China ◽

Phase Space Reconstruction ◽

Forecasting Model ◽

Wind Speed Forecasting ◽

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A hybrid wind speed forecasting model based on a decomposition method and an improved regularized extreme learning machine

Energy Procedia ◽

10.1016/j.egypro.2019.01.079 ◽

2019 ◽

Vol 158 ◽

pp. 217-222 ◽

Author(s):

Na Sun ◽

Jianzhong Zhou ◽

Guangbiao Liu ◽

Zhongzheng He

Keyword(s):

Extreme Learning Machine ◽

Decomposition Method ◽

Forecasting Model ◽

Wind Speed Forecasting ◽

Model Based ◽

Learning Machine

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Development of Wind Speed Forecasting Model Based on the Weibull Probability Distribution

2011 International Conference on Computer Distributed Control and Intelligent Environmental Monitoring ◽

10.1109/cdciem.2011.333 ◽

2011 ◽

Author(s):

Ruigang Wang ◽

Wenyi Li ◽

B. Bagen

Keyword(s):

Probability Distribution ◽

Forecasting Model ◽

Wind Speed Forecasting ◽

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