# US 2025/0096339 A1 · System and method for assessing a battery module > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 2025/0096339 A1 - Document ID: US20250096339A1 - Status: Published application - Kind: A1 - Application number: 18/467,997 - Filed: 2023-09-15 - Published: 2025-03-20 - Earliest claimed: 2023-09-15 - Assignees: GM Global Technology Operations LLC - Applicants: GM Global Technology Operations LLC - Inventors: Chinmaya Patil; Jun-mo Kang - Web page: https://patentgrep.com/patent/US20250096339A1 ## CPC - H01M 10/482: {for several batteries or cells simultaneously or sequentially} - G01R 31/3865: {related to manufacture, e.g. testing after manufacture} - G01R 31/392: Determining battery ageing or deterioration, e.g. state of health - G01R 31/396: Acquisition or processing of data for testing or for monitoring individual cells or groups of cells within a battery - G06T 7/0004: {Industrial image inspection} - G06T 7/277: involving stochastic approaches, e.g. using Kalman filters - G06T 2207/30152: Solder - H01M 2220/20: Batteries in motive systems, e.g. vehicle, ship, plane - Y02E 60/10: Energy storage using batteries - H01M: PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY - G01R: MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES (indicating correct tuning of resonant circuits H03J3/12) - G06T: IMAGE DATA PROCESSING OR GENERATION, IN GENERAL - Y02E: REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION ## Abstract A method that includes performing a battery module functionality test on battery cell arrays within the battery module to obtain battery test data for each of the battery cell arrays. The battery test data is used to determine if a measured parameter for one of the battery cell arrays deviates from a predetermined threshold for the measured parameter. A focused secondary battery test is performed on each of the battery cell arrays having the measured parameter that deviates from the predetermined threshold. The battery module is then qualified based on at least one of the battery test data and the focused secondary battery test. ## Claims ### Claim 1 A method of assessing a battery module, the method comprising: performing a battery module functionality test on a plurality of battery cell arrays within the battery module to obtain battery test data for each of the plurality of battery cell arrays; determining from the battery test data if a measured parameter for one of the plurality of battery cell arrays deviates from a predetermined threshold for the measured parameter; performing a focused secondary battery test on each of the plurality of battery cell arrays that include the measured parameter that deviates from the predetermined threshold; and qualifying the battery module based on at least one of the battery test data and the focused secondary battery test. ### Claim 2 (depends on 1) The method of claim 1, including forming each of the plurality of battery cell arrays by welding a set of the plurality of battery cells to at least one corresponding bus bar. ### Claim 3 (depends on 2) The method of claim 2, wherein the plurality of battery cell arrays each include a plurality of battery cells welded to the at least one corresponding bus bar in parallel. ### Claim 4 (depends on 1) The method of claim 1, wherein the battery module functionality test includes performing a hybrid pulse power characterization test on each of the plurality of battery cell arrays in the battery module. ### Claim 5 (depends on 4) The method of claim 4, wherein the hybrid pulse power characterization test includes applying discharge and charge pulses on each of the plurality of battery cell arrays in the battery module. ### Claim 6 (depends on 1) The method of claim 1, wherein determining if the measured parameter for one of the plurality of battery cell arrays deviates from the predetermined threshold includes performing a statistical analysis to determine if the measured parameter for one of the plurality of battery cell arrays is an outlier compared to the measured parameter for a remainder of the plurality of battery cell arrays. ### Claim 7 (depends on 6) The method of claim 6, wherein the outlier is determined based on performing a statical analysis on the battery test data for each of the plurality of battery cell arrays. ### Claim 8 (depends on 7) The method of claim 7, wherein the statistical analysis includes performing a principal component analysis based on the measured parameter from the battery test data. ### Claim 9 (depends on 8) The method of claim 8, including tracking the measured parameter from the battery module functionality test with a Kalman filter. ### Claim 10 (depends on 9) The method of claim 9, including identifying a tracking trace of the measured parameter and performing the principal component analysis on the tracking trace of the measured parameter. ### Claim 11 (depends on 1) The method of claim 1, wherein the predetermined threshold includes a predetermined range of values for the measured parameter. ### Claim 12 (depends on 1) The method of claim 1, wherein obtaining the battery test data includes performing a direct current internal resistance test on each of the plurality of battery cell arrays. ### Claim 13 (depends on 1) The method of claim 1, wherein obtaining the battery test data includes measuring a voltage across each of the plurality of battery cell arrays. ### Claim 14 (depends on 1) The method of claim 1, wherein the focused secondary battery test includes performing a flash thermography by applying a flash of light to a target area including one of the plurality of battery cell arrays with the measured parameter that deviates from the predetermined threshold and capturing at least one image of the target area with an imaging camera to assess a plurality of welds in the target area. ### Claim 15 (depends on 14) The method of claim 14, wherein the focused secondary battery test includes directing at least one of an optical sensor or an ultrasound at the target area. ### Claim 16 A non-transitory computer-readable storage medium embodying programmed instructions which, when executed by a processor, are operable for performing a method comprising: performing a battery module functionality test on a plurality of battery cell arrays within a battery module to obtain battery test data for each of the plurality of battery cell arrays; determining from the battery test data if a measured parameter for one of the plurality of battery cell arrays deviates from a predetermined threshold for the measured parameter; performing a focused secondary battery test on each of the plurality of battery cell arrays that include the measured parameter that deviates from the predetermined threshold; and qualifying the battery module based on at least one of the battery test data and the focused secondary battery test. ### Claim 17 (depends on 16) The method of claim 16, wherein determining if the measured parameter for one of the plurality of battery cell arrays deviates from the predetermined threshold includes performing a statistical analysis to determine if the measured parameter for one of the plurality of battery cell arrays is an outlier compared to the measured parameter for a remainder of the plurality of battery cell arrays. ### Claim 18 (depends on 17) The method of claim 17, wherein the outlier is determined based on performing a statical analysis on the battery test data for each of the plurality of battery cell arrays. ### Claim 19 A system for assessing a battery module, the system comprising: a plurality of battery cell arrays in the battery module; a secondary battery test device configured to be directed at the battery module; a controller in communication with the battery module and the secondary battery test device, the controller is configured to: perform a battery module functionality test on the plurality of battery cell arrays within the battery module to obtain battery test data for each of the plurality of battery cell arrays; determine from the battery test data if a measured parameter for one of the plurality of battery cell arrays deviates from a predetermined threshold for the measured parameter; perform a focused secondary battery test on each of the plurality of battery cell arrays that include the measured parameter that deviates from the predetermined threshold; and qualify the battery module based on at least one of the battery test data and the focused secondary battery test. ### Claim 20 (depends on 19) The system of claim 19, wherein the controller determines if the measured parameter for one of the plurality of battery cell arrays deviates from the predetermined threshold by performing a statistical analysis to determine if the measured parameter for one of the plurality of battery cell arrays is an outlier compared to the measured parameter for a remainder of the plurality of battery cell arrays.