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In this study, we aim to compare the performance of a PI regulator versus a fuzzy regulator in controlling the speed of a Dual Star Induction Machine (DSIM) that is supplied with two PWM voltage source inverters (VSI) and decoupled by field-oriented control (FOC). We will analyze the simulation results to determine the robustness and efficiency of each regulator when subjected to parametric variations. Through this comparative study, we hope to gain a deeper understanding of the advantages and disadvantages of each control method, and to provide insights into the optimal control strategy for the DSIM under different operating conditions.