Marginal Weibull Diffusion Model for Wind Speed Modeling and Short-Term Forecasting

Springer Proceedings in Mathematics & Statistics - Renewable Energy: Forecasting and Risk Management ◽

10.1007/978-3-319-99052-1_1 ◽

2018 ◽

pp. 3-22

Author(s):

Alain Bensoussan ◽

Alexandre Brouste

Keyword(s):

Diffusion Model ◽

Short Term Forecasting

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Short-Term Forecasting of the Occurrence Time of Strong Wind Speed during a Typhoon based on LSTM for Sea-Crossing Bridge Operation

IABSE Conference, Seoul 2020: Risk Intelligence of Infrastructures ◽

10.2749/seoul.2020.230 ◽

2020 ◽

Author(s):

Jae-Yeong Lim ◽

Se-Jin Kim ◽

Ho-Kyung Kim

Keyword(s):

Strong Wind ◽

Occurrence Time ◽

Short Term Forecasting

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Catching Uncertainty of Wind: A Blend of Sieve Bootstrap and Regime Switching Models for Probabilistic Short-Term Forecasting of Wind Speed

Advances in Time Series Methods and Applications - Fields Institute Communications ◽

10.1007/978-1-4939-6568-7_14 ◽

2016 ◽

pp. 279-293 ◽

Author(s):

Yulia R. Gel ◽

Vyacheslav Lyubchich ◽

S. Ejaz Ahmed

Keyword(s):

Regime Switching ◽

Sieve Bootstrap ◽

Regime Switching Models ◽

Switching Models ◽

Short Term Forecasting

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The short-term forecasting of wind speed based on EMD and ARMA

2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2017.8282895 ◽

2017 ◽

Author(s):

Min Yu ◽

Wenmeng Zhou ◽

Bin Wang ◽

Ji Jin

Keyword(s):

Short Term Forecasting

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Short-term forecasting of surface layer wind speed using a continuous random cascade model

Wind Energy ◽

10.1002/we.452 ◽

2011 ◽

Vol 14 (6) ◽

pp. 719-734 ◽

Author(s):

R. Baïle ◽

J. F. Muzy ◽

P. Poggi

Keyword(s):

Surface Layer ◽

Cascade Model ◽

Short Term Forecasting

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Short-term forecasting for Wind Speed based on machine learning using weather observation data

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2020.31.5.823 ◽

2020 ◽

Vol 31 (5) ◽

pp. 823-837

Author(s):

Hyeong-Se Jeong

Keyword(s):

Machine Learning ◽

Observation Data ◽

Short Term Forecasting ◽

Weather Observation

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Short-Term Forecasting Models of Wind Speed for Airborne Wind Turbines: A Comparative Study

International Journal of Mechanical Engineering and Robotics Research ◽

10.18178/ijmerr.7.3.250-256 ◽

2016 ◽

Vol 7 (2) ◽

pp. 250-256

Author(s):

Natapol Korprasertsak ◽

Thananchai Leephakpreeda

Keyword(s):

Comparative Study ◽

Wind Turbines ◽

Forecasting Models ◽

Short Term Forecasting

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Short-term forecasting of wind speed and related electrical power

Solar Energy ◽

10.1016/s0038-092x(98)00032-2 ◽

1998 ◽

Vol 63 (1) ◽

pp. 61-68 ◽

Author(s):

M.C Alexiadis ◽

P.S Dokopoulos ◽

H.S Sahsamanoglou ◽

I.M Manousaridis

Keyword(s):

Electrical Power ◽

Short Term Forecasting

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Influence of local wind speed and direction on wind power dynamics – Application to offshore very short-term forecasting

Applied Energy ◽

10.1016/j.apenergy.2011.04.051 ◽

2011 ◽

Vol 88 (11) ◽

pp. 4087-4096 ◽

Author(s):

C. Gallego ◽

P. Pinson ◽

H. Madsen ◽

A. Costa ◽

A. Cuerva

Keyword(s):

Power Dynamics ◽

Short Term Forecasting

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Short-term forecasting of wind speed using time division ensemble of hierarchical deep neural networks

Bulletin of Atmospheric Science and Technology ◽

10.1007/s42865-020-00009-2 ◽

2020 ◽

Vol 1 (1) ◽

pp. 91-108 ◽

Author(s):

Ashapurna Marndi ◽

G. K. Patra ◽

K. C. Gouda

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Short Term Forecasting ◽

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99/00570 Short-term forecasting of wind speed and related electrical power

Fuel and Energy Abstracts ◽

10.1016/s0140-6701(99)92843-6 ◽

1999 ◽

Vol 40 (1) ◽

pp. 56

Keyword(s):

Electrical Power ◽

Short Term Forecasting

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