# A new hysteresis modeling and optimization for piezoelectric actuators based on asymmetric Prandtl-Ishlinskii model

> Research article (Sensors and Actuators A Physical, 2020) · cited 55× · AI/ML

**Wikidata**: [openalex:W3097266481](https://www.wikidata.org/wiki/openalex:W3097266481)  
**Source**: https://4ort.xyz/entity/a-new-hysteresis-modeling-and-optimization-for-piezoelectric-actuators-based-on-asymmetric-prandtl-ishlinskii-model