An offshore booster station oil leakage detection method, device, equipment and storage medium

Abstract

This invention relates to the field of oil leak detection technology, and discloses a method, apparatus, equipment, and storage medium for detecting oil leaks at offshore booster stations. The method involves collecting monitoring data such as oil film thickness, equipment images, and humidity and salt spray concentration at the target booster station, and using preprocessing methods to remove outliers, thereby effectively improving data quality. A pre-trained oil leak detection model is then used to comprehensively analyze the processed monitoring data to predict the oil film thickness, oil leak confidence level, and diffusion range for future periods. Finally, based on a preset early warning assessment method, the prediction results are comprehensively evaluated, and an oil leak detection early warning result is automatically generated. This significantly improves the accuracy and timeliness of oil leak identification at offshore booster stations, providing reliable quantitative decision support for the safe operation of offshore booster stations.

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