Sensorless Control of Induction Machines by a New Neural Algorithm: The TLS EXIN Neuron

Abstract

This paper proposes two speed observers for high-performance induction machine drives, both adopting an online adaptation law based on a new total least-squares (TLS) technique: the TLS EXIN neuron. The first is a model reference adaptive system (MRAS) observer with a neural adaptive integrator in the reference model and a neural adaptive model trained… (More)
DOI: 10.1109/TIE.2006.888774

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