Simulation of wind speed in the problems of wind power

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The article is devoted to research of mathematical models of wind speed and development a way to improve the efficiency of wind power plants based on fuzzy logic using fuzzy model of the wind speed. Simulation of the wind speed is a fairly difficult task, since this source of energy is constantly changing in time and space. Four basic models of wind speed were identified at the end of research work: determinate, probability, spectral and fuzzy. Every one finds their own field of application. Thus, from the energy point of view, the model probabilistic distribution of Weibull is most applicable at the level of technical and economic development. Deterministic model allows to determine the power generated by wind turbines at a given average wind speed. The spectral model should apply in those studies where necessary to account for gusts of wind and sudden changes. Fuzzy model of the wind is the most convenient and relevant for modeling of wind turbine control, it is allows to form a flexible control system.

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Distribution function, fuzzy sets, membership function, wind speed, probability, spectral density

Короткий адрес: https://sciup.org/146114727

IDR: 146114727

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