Neural network based robust optimal energy control of pulse width modulation‐inverter fed motor driving pump
Osama S. Ebrahim,
Mohamad A. Badr,
Ali S. Elgendy
et al.
Abstract:This paper revisits loss model control (LMC) of the 3‐phase induction motor (IM) and presents a robust LMC algorithm for medium‐sized pump drives. Compared with other power loss reduction algorithms for IM, the presented one has the advantages of fast and smooth flux adaptation, high accuracy, and versatile implementation. An improved loss‐model for IM drive has been developed. The model considers the surplus power loss caused by inverter voltage harmonics and magnetic saturation using closed‐form equations. F… Show more
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