Study of the stability of fuzzy controllers by an estimation of the attraction regions: A Vector Norm approach

J.-Y. Dieulot, A. El Kamel and P. Borne

Mathematical Problems in Engineering, 2002, vol. 8, 1-11

Abstract:

A fuzzy controller with singleton defuzzification can be considered as the association of a regionwise constant term and of a regionwise non linear term, the latter being bounded by a linear controller. Based on the regionwise structure of fuzzy controller, the state space is partitioned into a series of disjoint sets. The fuzzy controller parameters are tuned in order to ensure that the i th set is included into the domain of attraction of the preceding sets of the series. If the first set of the series is included into the region of attraction of the equilibrium point, the overall fuzzy controlled system is stable. The attractors are estimated with the help of the comparison principle, using Vector Norms, which ensures the robustness with respect to uncertainties and perturbations of the open loop system.

Date: 2002
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Persistent link: https://EconPapers.repec.org/RePEc:hin:jnlmpe:465328

DOI: 10.1080/10241230215288

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