# Detecting flooding state in extraction columns: Convolutional neural networks vs. a white‐box approach for image‐based soft sensor development

> Research article (Computers & Chemical Engineering, 2022) · cited 10× · AI/ML

**Wikidata**: [openalex:W4283723755](https://www.wikidata.org/wiki/openalex:W4283723755)  
**Source**: https://4ort.xyz/entity/detecting-flooding-state-in-extraction-columns-convolutional-neural-networks-vs-a-whitebox-approach-for-imagebased-soft-