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Learning Temporal and Spatial Correlations Jointly: A Unified Framework for Wind Speed Prediction
IEEE Transactions on Sustainable Energy, 2020 Leveraging both temporal and spatial correlations to predict wind speed remains one of the most challenging and less studied areas of wind speed prediction.
Q. Zhu +6 more
semanticscholar +1 more source
Potential of Offshore Wind Energy and Extreme Wind Speed Forecasting on the West Coast of Taiwan
Energies, 2015 It is of great importance and urgency for Taiwan to develop offshore wind power. However, relevant data on offshore wind energy resources are limited.
Pei-Chi Chang +2 more
doaj +1 more source
Zhongguo dianli, 2022 The operation safety of transmission lines is greatly affected by strong wind, but the previous research lacks the measured wind speed data and ignores the influence of micro topography on wind speed coefficient.
Chunhua FANG +4 more
doaj +1 more source
The radial evolution of solar wind speeds [PDF]
, 2011 The WSA-ENLIL model predicts significant evolution of the solar wind speed. Along a flux tube the solar wind speed at 1.0 AU and beyond is found to be significantly altered from the solar wind speed in the outer corona at 0.1 AU, with most of the change ...
Arge, C. N. +4 more
core +3 more sources
Quantifying the latitudinal representivity of in situ solar wind observations [PDF]
, 2020 Advanced space-weather forecasting relies on the ability to accurately predict near-Earth solar wind conditions. For this purpose, physics-based, global numerical models of the solar wind are initialized with photospheric magnetic field and coronagraph ...
Lang, Matthew +4 more
core +1 more source
Wind Speed Prediction Research Considering Wind Speed Ramp and Residual Distribution
IEEE Access, 2019 The random fluctuation of wind leads to the instability of wind power, particularly wind power intermittency is a critical event in case of grid connected power plants, leading to severe consequences like low system reliability, high reserve capacity and
Yagang Zhang +3 more
doaj +1 more source
Frontiers in Energy Research, 2022 Accurate short-term wind power forecasting (WPF) plays a crucial role in grid scheduling and wind power accommodation. Numerical weather prediction (NWP) wind speed is the fundamental data for short-term WPF.
Yu Li +7 more
doaj +1 more source
Wind profile prediction using linear Markov chains: A linear algebra approach [PDF]
, 2018 To predict the future wind speed and wind direction is of relevance to the wind industry to maximize the power generation. In this regards, this article describes a methodology for the construction of predictive models based on linear Markov chains under
García Planas, María Isabel +1 more
core +2 more sources
Reconstruction of Helio-latitudinal Structure of the Solar Wind Proton Speed and Density [PDF]
, 2015 The modeling of the heliosphere requires continuous three-dimensional solar wind data. The in-situ out-of-ecliptic measurements are very rare, so that other methods of solar wind detection are needed.
Bzowski, Maciej +3 more
core +2 more sources
Development and application of automatic on-line measuring device for roadway air volume
Meikuang Anquan, 2022 In order to realize the on-line and accurate measurement of roadway air volume, taking the return air roadway and auxiliary transportation roadway in Shangsitou north wing of Wangpo Coal Mine as the research object, the wind speed structure field of ...
SUN Yongxin +8 more
doaj +1 more source