Battery component inspection based on optical and thermal imaging
A system for inspecting a battery component includes a heating device configured to heat a surface of the battery component to a selected temperature, an optical-visible imaging device configured to take an optical image of the surface, a thermal imaging device configured to take a thermal image of the surface, and a processor configured to acquire the optical image and the thermal image. The processor is configured to correlate the thermal image with the optical image, identify a feature of interest in at least one of the optical image and the thermal image, determine a geometric characteristic and a temperature characteristic associated with the feature of interest, and determine whether the feature of interest is a defect based on the geometric characteristic and the temperature characteristic.
1. A system for inspecting a battery component, comprising:
a heating device configured to heat a surface of the battery component to a selected temperature;
an optical-visible imaging device configured to take an optical image of the surface;
a thermal imaging device configured to take a thermal image of the surface; and
a processor configured to acquire the optical image and the thermal image, and perform:
correlating the thermal image with the optical image;
identifying a feature of interest in at least one of the optical image and the thermal image, and determining a geometric characteristic and a temperature characteristic associated with the feature of interest; and
determining whether the feature of interest is a defect based on the geometric characteristic and the temperature characteristic, wherein the determining includes, based on the feature of interest being a micro-scale feature,
performing an elemental analysis of a portion of the surface having the micro-scale feature to generate an image representing elemental concentration, and comparing a pattern of the elemental concentration to a corresponding pattern in the thermal image.
2. The system of claim 1 , wherein the battery component is an electrode of a battery.
3. The system of claim 1 , wherein the heating device is configured to uniformly heat the battery component, the heating device including at least one of a heating element configured to directly contact the battery component, a non-contact device, and a heating chamber.
4. The system of claim 1 , wherein the micro-scale feature includes at least one of: a surface feature, and an internal feature disposed below the surface.
5. The system of claim 1 , wherein the system is configured to automatically inspect the battery component in conjunction with a battery cell manufacturing process.
6. The system of claim 5 , wherein the temperature characteristic is selected from at least one of: a temperature value, a temperature distribution, a temperature variation, and a difference between a first temperature at a location corresponding to the feature of interest and a second temperature at another location of the thermal image.
7. The system of claim 6 , wherein the feature of interest is determined to be a defect based on the temperature characteristic corresponding to a reference temperature characteristic.
8. The system of claim 1 , wherein at least one of the optical-visible imaging device and the thermal imaging device has a resolution selected distinguish the micro-scale feature.
9. The system of claim 1 , wherein determining whether the feature of interest is a defect is performed based on associating the geometric characteristic and the temperature characteristic with a known defect based on a look up table.
10. A method of inspecting a battery component, comprising:
acquiring an optical image of a surface of the battery component and a thermal image of the surface, wherein at least one of the optical image and the thermal image is taken when the surface is heated to a selected temperature;
correlating the thermal image with the optical image;
identifying a feature of interest in at least one of the optical image and the thermal image, and determining a geometric characteristic and a temperature characteristic associated with the feature of interest; and
determining whether the feature of interest is a defect based on the geometric characteristic and the temperature characteristic, wherein the determining includes, based on the feature of interest being a micro-scale feature, performing an elemental analysis of a portion of the surface having the micro-scale feature to generate an image representing elemental concentration, and comparing a pattern of the elemental concentration to a corresponding pattern in the thermal image.
11. The method of claim 10 , wherein the micro-scale feature includes at least one of: a surface feature, and an internal feature disposed below the surface.
12. The method of claim 10 , wherein the acquiring is performed in conjunction with a battery cell manufacturing process.
13. The method of claim 12 , wherein the temperature characteristic is selected from at least one of: a temperature value, a temperature distribution, a temperature variation, and a difference between a first temperature at a location corresponding to the feature of interest and a second temperature at another location of the thermal image.
14. The method of claim 13 , wherein the determining includes, based on the feature of interest being a micro-scale feature, determining that the micro-scale feature is a defect based on the feature of interest having a diameter that is greater than a reference diameter of a blended particle.
15. The method of claim 10 , wherein at least one of the optical image and the thermal image is taken at a resolution selected to distinguish the micro-scale feature.
16. The method of claim 10 , wherein determining whether the feature of interest is a defect is performed based on associating the geometric characteristic and the temperature characteristic with a known defect based on a look up table.
17. A computer program product for inspecting a battery component, the computer program product that has computer-executable instructions stored thereupon on a non-transitory computer-readable medium, the computer-executable instructions when executed by a processor cause the processor to perform operations comprising:
acquiring an optical image of a surface of a battery component and a thermal image of the surface, wherein at least one of the optical image and the thermal image is taken when the surface is heated to a selected temperature;
correlating the thermal image with the optical image;
identifying a feature of interest in at least one of the optical image and the thermal image, and determining a geometric characteristic and a temperature characteristic associated with the feature of interest; and
determining whether the feature of interest is a defect based on the geometric characteristic and the temperature characteristic, wherein the determining includes, based on the feature of interest being a micro-scale feature, performing an elemental analysis of a portion of the surface having the micro-scale feature to generate an image representing an elemental concentration, and comparing a pattern of the elemental concentration to a corresponding pattern in the thermal image.
18. The computer program product of claim 17 , wherein the temperature characteristic is selected from at least one of: a temperature value, a temperature distribution, a temperature variation, and a difference between a first temperature at a location corresponding to the feature of interest and a second temperature at another location of the thermal image.
19. The computer program product of claim 18 , wherein the determining includes, based on the feature of interest being a micro-scale feature, determining that the micro-scale feature is a defect based on the feature of interest having a diameter that is greater than a reference diameter of a blended particle.
20. The computer program product of claim 17 , wherein at least one of the optical image and the thermal image is taken at a resolution selected to distinguish the micro-scale feature.