METHOD AND SYSTEM FOR DETERMINING STEAM TRAP DATA USING MACHINE LEARNING
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United States of America Patent
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Issued Date -
May 11, 2023
app pub date -
Nov 11, 2021
filing date -
Nov 11, 2021
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Abstract
A method may include obtaining, from a camera device, thermal image data for a steam area of a plant facility. The steam area may include a steam trap for a steam network. The method may further include obtaining plant steam data regarding the steam trap. The method may further include determining pixel data regarding the steam trap using the thermal image data and an image segmentation process. The method further includes determining various temperature values across the steam trap using the pixel data. The method may further include determining predicted steam trap data using the temperature values, the plant steam data, and a machine-learning model. The method may further include transmitting a command that adjusts one or more parameters of the steam network based on the predicted steam trap data.
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