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Validation of Stability for an Induction Machine Drive using Power Iterations

Authors:Barenthin Märta, KTH, Sweden
Mosskull Henrik, Bombardier Transportation/KTH, Sweden
Hjalmarsson Håkan, KTH, Sweden
Wahlberg Bo, KTH, Sweden
Topic:1.1 Modelling, Identification & Signal Processing
Session:Model Validation Techniques
Keywords: Nonlinear systems, stability analysis, power method, experimental validation, induction machines, drives

Abstract

This work is an extension of the paper (Mosskull et al., 2003), in which the modelling, identification and stability of an nonlinear induction machine drive is studied. The validation of the stability margins of the system is refined by an improved estimate of the induced L2 loop gain of the system. This is done with a procedure called power iterations where input sequences are generated iteratively through experiments on the system. The power iterations result in higher gain estimates compared to the experiments previously presented. This implies that more accurate estimates are obtained. The new gain estimates are well below one, which suggests that the feedback system is stable. In this paper we also discuss the power iterations from a more general point of view. The usefulness of the method for gain estimation of nonlinear systems is illustrated through simulation examples.