# Modeling and control of a novel pneumatic two-stage piezoelectric-actuated valve

> Research article (Mechatronics, 2021) · cited 12× · AI/ML

**Wikidata**: [openalex:W3135488638](https://www.wikidata.org/wiki/openalex:W3135488638)  
**Source**: https://4ort.xyz/entity/modeling-and-control-of-a-novel-pneumatic-two-stage-piezoelectric-actuated-valve