COMPONENT HEALTH MONITORING SYSTEM USING COMPUTER VISION
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United States of America Patent
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app pub date -
Oct 9, 2015
filing date -
Oct 9, 2015
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Abandoned
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Abstract
A component health monitoring system may include an optical system configured to irradiate an area containing a work implement and including a surface of a component to be inspected in a position mounted on the work implement, and a sensor configured to capture a target image of the area. An image processor may receive the target image from the sensor and analyze the target image, determine a first feature set including directional changes in image intensity for the target image, retrieve a reference image from a memory, and determine a second feature set for the reference image. The image processor may also build and train a model for use by a classifier that segregates feature sets determined from a plurality of target images into a first classification that includes features that characterize a portion of an image including the component with dimensions that fall within acceptable thresholds, and a second classification. A notification module notifies an operator of the machine when the image processor classifies a new target image as falling within the second classification.
First Claim
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- 15 United States
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Patent Owner(s)
Patent Owner | Address | |
---|---|---|
CATERPILLAR INC | 510 LAKE COOK ROAD SUITE 100 DEERFIELD IL 60015 |
International Classification(s)
Inventor(s)
Inventor Name | Address | # of filed Patents | Total Citations |
---|---|---|---|
DANDIBHOTLA, Venkata Bhagavathi | Peoria, US | 9 | 462 |
HERRERA, DE KONTZ Maria Cristina | Chillicothe, US | 5 | 69 |
MASCARENHAS, Aloke Jude | Peoria, US | 6 | 41 |
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