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Estimation of Parameters for Battery Storage Models

Kapoor, Dhruv and Sodhi, Paloma and Keyhani, Ali (2015) Estimation of Parameters for Battery Storage Models. In: IEEE Conference on Energy Conversion (CENCON), OCT 13-14, 2014, Johor Bahru, MALAYSIA, pp. 406-411.

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Abstract

This paper presents a comprehensive and robust strategy for the estimation of battery model parameters from noise corrupted data. The deficiencies of the existing methods for parameter estimation are studied and the proposed parameter estimation strategy improves on earlier methods by working optimally for low as well as high discharge currents, providing accurate estimates even under high levels of noise, and with a wide range of initial values. Testing on different data sets confirms the performance of the proposed parameter estimation strategy.

Item Type: Conference Proceedings
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Additional Information: Copy right for this article belongs to the IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA
Keywords: Battery modeling; parameter estimation; battery transient behavior; noise corruption
Department/Centre: Division of Mechanical Sciences > Aerospace Engineering (Formerly, Aeronautical Engineering)
Date Deposited: 24 Sep 2015 06:47
Last Modified: 24 Sep 2015 06:47
URI: http://eprints.iisc.ernet.in/id/eprint/52424

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