Speed control of doubly fed induction motor using backstepping control with interval type-2 fuzzy controller
Year: 2023
Type: article
Abstract: The control of the doubly-fed induction motor is a complex operation because of this motor characterised by a non-linear multivariable dynamics, having settings that change over time and a significant link between the mechanical component and magnetic behavior (flux) (speed and couple).This article then proposes a new strategy of a robust control of this motor, which is decoupled due to the stator flux's direction.The proposed control is integrated with the backstepping control which based on Lyapunov theory; this approach consists in constructively designing a control law of nonlinear systems by considering some state variables as being virtual commands, and the important branch of artificial intelligence type-2 fuzzy logic.The hybrid control backstepping-fuzzy logic consists in replacing the regulators applied to the backstepping control by regulators based on type-2 fuzzy logic.This control will be evaluated by numerous simulations where there is a parametric and non-parametric variation.
Source: Diagnostyka
DOI: 10.29354/diag/166460
Institution: University Mohamed Boudiaf of M'sila
Language: English
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: gold
Estimated APC paid: $126
OpenAlex ID: W4382394801