Adaptive Control of Venturini Modulation Based Matrix Converters Using Interval Type-2 Fuzzy Sets
In this paper, an adaptive interval type-2 fuzzy control scheme is proposed for matrix converters. This strategy combines the power of adaptive control theory with type-2 fuzzy logic systems to achieve accurate tracking and robustness to both structured and unstructured uncertainties. Unlike other control techniques, no a priori offline training, weights initialization, parameters, or dynamics’ knowledge is required. Results for different situations highlight the performance of the proposed controller in transient and steady-state conditions under grid voltage uncertainties. Furthermore, the adaptive type-2 fuzzy controller is compared against its type-1 counterpart.
|Keywords||Adaptive control, Harmonic, Matrix converters, Type-2 fuzzy logic, Unbalanced grid, Venturini modulation|
|Journal||Journal of Control, Automation and Electrical Systems|
Chaoui, H, Hamane, B. (Bekhada), & Doumbia, M.L. (Mamadou Lamine). (2016). Adaptive Control of Venturini Modulation Based Matrix Converters Using Interval Type-2 Fuzzy Sets. Journal of Control, Automation and Electrical Systems, 27(2), 132–143. doi:10.1007/s40313-016-0230-x