# A nonlinear framework for stiction compensation in ratio control loop

> Research article (ISA Transactions, 2020) · cited 11× · AI/ML

**Wikidata**: [openalex:W3017890419](https://www.wikidata.org/wiki/openalex:W3017890419)  
**Source**: https://4ort.xyz/entity/a-nonlinear-framework-for-stiction-compensation-in-ratio-control-loop