Tuning of fuzzy output control rules for wind power generating system using genetic algorithm

摘要

In this paper, an application of genetic algorithm for tuning fuzzy control rules for a wind power generating system is described. The system consists of a propeller type windmill, a D.C. generator connected to batteries and a fuzzy controller. The consequence parts of the fuzzy output control rules are regarded as gene and adjusted by the genetic algorithm so that the system output increases. Simulation results demonstrate that the proposed scheme is effective for tuning of the suitable control rules of the wind power generating system.