# Establishment of leakage detection model for oil and gas pipeline based on VMD-MD-1DCNN

> Research article (Engineering Research Express, 2022) · cited 18× · AI/ML

**Wikidata**: [openalex:W4281926301](https://www.wikidata.org/wiki/openalex:W4281926301)  
**Source**: https://4ort.xyz/entity/establishment-of-leakage-detection-model-for-oil-and-gas-pipeline-based-on-vmd-md-1dcnn