Fault Analysis of Electrical Machine Drives Employing Novel Model Predictive Control
Keywords:Novel Model Predictive Control , MPC, Synchronous Servo Motor Drive , Insulated-Gate Bipolar Transistor
Electrical machine drives play a crucial role in various industrial applications. Therefore, its control system design became more significant in the last decades. Numerous high powers and high-efficiency machine drives require faultless continuous operation. Fault-tolerant control is a productive solution for the improvement of the reliability of the machine drives. Model Predictive Control (MPC) is an optimal control algorithm developed for constrained control of Multi-Input-Multi-Output (MIMO) systems. MPC can handle MIMO systems and can incorporate several constraints in the form of equalities and inequalities. A Novel Model Predictive Control(NMPC) method for a Synchronous Servo Motor Drive (SSMD) integrating a real-time fault diagnostic method for Insulated Gate Bipolar Transistor ((IGBT) faults in an inverter has been presented in this paper. NMPC ensures the system's better performance and minimal fault clearance time.
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Copyright (c) 2020 Yogita P. Akhare, Warsame H. Ali, Ali, John H. Fuller , John O. Attia
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