Production of a quality test system

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12196810
APP PUB NO 20220381832A1
SERIAL NO

17826624

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Abstract

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Various embodiments include a method for producing a quality test system executing a quality test model with a filter mask and a quality model to determine a quality feature of a battery cell. The system has an electrochemical impedance spectroscopic unit for capturing test data relating to the battery within a frequency range. The method includes: creating the model; and producing the system. Creating the model includes: capturing spectroscopic learning data; creating the filter mask using a first machine learning method with analysis data from part of the frequency range by consulting the filter mask and creating the model using a second machine learning method. The first and the second learning method are coupled based on the learning data. The first machine learning method creates a filter mask determining the analysis data such that the second machine learning method creates a quality model optimized with respect to maximizing the quality.

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Patent Owner(s)

Patent OwnerAddress
SIEMENS AKTIENGESELLSCHAFTWERNER-VON-SIEMENS-STRASSE 1 MÜNCHEN 80333

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Arzberger, Arno Bayern, DE 10 2
Baldauf, Manfred Erlangen, DE 47 91
Otte, Clemens Munich, DE 22 48
Runkler, Thomas Munich, DE 17 27
Steinbacher, Frank Eckental, DE 9 6
Weber, Marc Christian Munich, DE 14 8
Witt, Jonas Bamberg, DE 15 110

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