System and method for automating corrosion detection
AssigneeSchlumberger Technology Corporation
InventorsFei Song, Juan Alvarez, Edward Gutierrez, JR., Judy Zhuqing Dong
Life of this patent
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Abstract
A method for automating corrosion detection for process equipment includes receiving a raw image of the process equipment from an imaging device. The method also includes generating input prompts based upon the raw image, where the input prompts are generated by a prompt engine. The method further includes identifying, with a pretrained generative artificial intelligence (AI) model, one or more segmentations of corrosion on the process equipment based on the input prompts and the raw image. The method may also include determining a corrosion condition for each segmentation of the one or more segmentations of corrosion.
Claims20
A method for automating corrosion detection for process equipment, the method comprising:
- receiving a raw image of the process equipment from an imaging device;
- generating input prompts based upon the raw image, wherein the input prompts are generated by a prompt engine;
- identifying, with a pretrained generative artificial intelligence (AI) model, one or more segmentations of corrosion on the process equipment based on the input prompts and the raw image;
- and
- determining a corrosion condition for each segmentation of the one or more segmentations of corrosion.
A computing system, comprising:
- one or more processors;
- and
- a memory system comprising one or more non-transitory computer-readable media storing instructions that, when executed by at least one of the one or more processors, cause the computing system to perform operations, the operations comprising:
- receiving a raw image of process equipment from an imaging device;
- generating input prompts based upon the raw image, wherein the input prompts are generated by a prompt engine;
- identifying, with a pretrained generative artificial intelligence (AI) model, one or more segmentations of corrosion on the process equipment based on the input prompts and the raw image;
- determining a corrosion condition for each segmentation of the one or more segmentations of corrosion;
- and
- displaying an annotated image comprising the raw image and the one or more segmentations of corrosion.
A non-transitory computer-readable medium storing instructions that, when executed by one or more processors of a computing system, cause the computing system to perform operations, the operations comprising:
- receiving a raw image of process equipment from an imaging device;
- generating input prompts based upon the raw image, wherein the input prompts are generated by a prompt engine;
- identifying, with a pretrained generative artificial intelligence (AI) model, one or more segmentations of corrosion on the process equipment based on the input prompts and the raw image;
- determining a corrosion condition for each segmentation of the one or more segmentations of corrosion;
- displaying an annotated image comprising the raw image and the one or more segmentations of corrosion;
- and
- performing an action in response to the respective corrosion condition of at least one segmentation of the one or more segmentations of corrosion.
Dependencies are inferred from the claim text.