Investigations on adaptive fuzzy controllers
Guillaume Gateau, Pascal Maussion, J. Faucher · 2002
In this paper, a new algorithm for the direct optimization of a set of fuzzy rules based on MRAS is developed. This algorithm is applied to the control of an electrical system defined by a static power converter (DC/DC in current mode). Simulations results show the good robustness of the system and a faster convergence than a classical gradient approach. In the last section, a new structure of fuzzy controller with a multipartition of the inputs is proposed, in order to simplify the hardware implementation.