Abstract: In this paper, A new customized multi-level inverter (MLI) configuration is proposed for induction motor drive, aiming to lower the requirement of DC bus voltage magnitude. This method utilizes pole pair winding coils separately to generate multi-level voltage waveform across the total stator phase windings. As the inverter requires lower input voltage it eliminates

Abstract: Accurate prediction of electricity consumption is essential for the efficient functioning of power grids and the successful administration of energy markets in the field of energy planning. There are several benefits such as system efficiency, dependability, safety, and stability with the proper forecasting of load demand. To ensure the proper operation of the microgrid