# Research on failure diagnosis analysis of plunger gas lift system using convolutional neural network with multi-scale channel attention mechanism based on wavelet transform

> Research article (Chemical Engineering Science, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4404875034](https://www.wikidata.org/wiki/openalex:W4404875034)  
**Source**: https://4ort.xyz/entity/research-on-failure-diagnosis-analysis-of-plunger-gas-lift-system-using-convolutional-neural-network-with-multi-scale-ch