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Wind time series modeling and stochastic optimal control for a grid‐connected permanent magnet wind turbine generator
Authors:Alexandros C. Charalampidis  Antonios E. Chaniotis  Antonios G. Kladas
Affiliation:School of Electrical and Computer Engineering, National Technical University of Athens, Greece
Abstract:In this paper, the control system of a permanent‐magnet synchronous machine wind turbine generator connected to the grid is studied. A set of wind speed time series is used to model the rapidly changing wind speed component as a stochastic process. Several control laws, including the nonlinear stochastic optimal controller, are developed, and their efficiency is examined comparatively and under various conditions. Also, the effect of parameter uncertainty to the system efficiency is shown through simulations. The results show that the system efficiency increase obtained by the use of sophisticated control techniques, although not dramatic, is not negligible. Copyright © 2015 John Wiley & Sons, Ltd.
Keywords:control systems  time series  wind power generation  stochastic optimal control  stochastic processes  modeling
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