Output Power Maximization of DFIG Wind Turbine using Linear MPC Technique

Autor:	K. Ananda-Rao, Junainah Sardi, N. H. Baharudin, N. B. Ahamad, M S Hassan, E. Che Mid, M. Othman, S M Suboh
Rok vydání:	2021
Předmět:	History Operating point Computer simulation Computer science business.industry Turbine Wind speed Computer Science Applications Education Renewable energy Power (physics) Control theory business MATLAB computer computer.programming_language
Zdroj:	Journal of Physics: Conference Series. 1878:012045
ISSN:	1742-6596 1742-6588
Popis:	Wind energy conversion systems have been attracting wide attention as a renewable energy source. To extract maximum energy from the wind turbine, an efficient controller plays an important role. The target of this paper is to develop a Linear Model Predictive Control (MPC) to maximize power production according to wind speed. Firstly, the DFIG wind turbine model was linearized at a specific operating point by using the Jacobian method. The MPC then was developed based on the linearized model where wind speed equal to 8 m/s is chosen as its operating area. The controller was tested to deal with different wind speed. A presence of a certain range of wind speed errors was included to evaluate the controller efficiency. Numerical simulation was done by using MATLAB software. The proposed controller has shown great performances when within its operating area but downgraded when moving away from its operating area. Imprecise wind speed measurement has shown a significant impact on the controller efficiency.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::9293b4cd3c76fc180cac139bb7149e21 https://doi.org/10.1088/1742-6596/1878/1/012045 Zobrazit plný text záznamu