CPC G01F 22/00 (2013.01) [G01B 3/38 (2013.01); G01B 5/06 (2013.01); G01B 7/18 (2013.01); G01B 11/02 (2013.01); G01F 23/00 (2013.01); G01N 30/02 (2013.01); G01N 33/0027 (2013.01); G06K 7/10366 (2013.01); G06T 7/62 (2017.01); H01M 4/045 (2013.01); H01M 4/139 (2013.01); H01M 4/628 (2013.01); H01M 10/058 (2013.01); H01M 10/4285 (2013.01); H01M 50/609 (2021.01); G01N 2030/025 (2013.01); H01M 2004/027 (2013.01); H01M 10/0525 (2013.01)] | 10 Claims |
1. A quality control system for analyzing the quality of a battery cell, with the battery cell defining a gas pouch configured to expand from a deflated configuration to an inflated configuration when filled with a gas formed during a cell formation process of the battery cell, the quality control system comprising:
a computational system comprising a processor and a memory; and
a measurement instrument in electronic communication with the computational system, wherein the measurement instrument is a vision system disposed apart from the battery cell and imaging a side profile of the gas pouch, wherein the vision system is configured to collect an image of the side profile of the gas pouch, wherein the image includes a distance D defined as a width of the side profile of the gas pouch, and wherein the measurement system is configured to transmit the image to the computational system;
wherein the computational system is arranged to analyze the image with the processor and determine a volumetric measurement of the gas within the gas pouch by first determining the distance D from the image using pixel information, and then using the distance D and a known cross-sectional area of the gas pouch to determine the volumetric measurement, and wherein the computational system is arranged to compare the volumetric measurement to a first threshold and to a second threshold each stored in the memory to assess a quality score for the battery cell, wherein the first threshold is less than the second threshold, and wherein the quality score is a low-quality score when the volumetric measurement is below the first threshold and the quality score is a low-quality score when the volumetric measurement is above the second threshold.
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