Hybrid Control of the Single-Phase Induction Machine without Capacitor Using Artificial Intelligence Techniques

Abstract The hybrid controls are the controls combining several techniques. Their purpose is to benefit from performance of each of these techniques. The control proposed in this paper is based on this hybrid approach; combining the performances of the controls which are based on the tools of the artificial intelligence (artificial neural networks and fuzzy logic) applied to control the single-phase induction machine without capacitor supplied by voltage source inverter. The application of this approach to the single-phase induction machine is a contribution to the study of this machine. Indeed, this type of machine has not yet taken its whole share from various works present until now, compared to the three-phase induction machine. The simulation results show the feasibility and good performance obtained by the proposed control.