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US 12,584,964 B2Granted
System for diagnosing dry electrode mixture
AssigneesHyundai Motor Company, Kia Corporation
InventorsHyun Jin Kim, Han Nah Song
Life of this patent
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Abstract
A method of diagnosing a dry electrode mixture includes manufacturing the dry electrode mixture, inputting a feature value of the manufactured dry electrode mixture to a deep learning model, and acquiring a manufacturing condition of the dry electrode mixture from the deep learning model by input of the feature value.
Claims16
A method of manufacturing a dry electrode mixture, comprising:
- determining a feature value of a first dry electrode mixture;
- providing the feature value of the first dry electrode mixture to a deep learning model, wherein the deep learning model is configured to determine a manufacturing condition of the first dry electrode;
- and
- manufacturing a second dry electrode mixture based on the manufacturing condition, wherein the first and second dry electrode mixtures are formed by mixing an electrode active material, a conductive material and a binder without a solvent.
1 more element
A system for manufacturing a dry electrode mixture, the system comprising:
- a mixer;
- a memory comprising commands;
- and
- a processor configured to communicate with the mixer and execute the commands,
- wherein the processor executes the commands to:
- receive a feature value of a first dry electrode mixture;
- input the feature value to a deep learning model;
- receive a manufacturing condition of the first dry electrode mixture from the deep learning model;
- and
- operate the mixer based on the manufacturing condition to manufacture a second dry electrode mixture, wherein the first and second dry electrode mixtures are formed by mixing an electrode active material, a conductive material and a binder without a solvent.
7 more elements
A system for manufacturing a dry electrode mixture, the system comprising:
- a mixer;
- a flow property measurement apparatus configured to evaluate flow property of a first dry electrode mixture;
- an electrical conductivity measurement apparatus configured to measure electrical conductivity of the first dry electrode mixture;
- and
- a controller configured to receive one or more of the flow property and the electrical conductivity of the first dry electrode mixture and to output a manufacturing condition of the first dry electrode mixture based on a deep learning model, wherein the controller is configured to operate the mixer based on the manufacturing condition to manufacture a second dry electrode mixture, wherein the first and second dry electrode mixtures are formed by mixing an electrode active material, a conductive material and a binder without a solvent.
2 more elements
Dependencies are inferred from the claim text.