# Research on Asymmetric Hysteresis Modeling and Compensation of Piezoelectric Actuators with PMPI Model

> Research article (Micromachines, 2020) · cited 16× · AI/ML

**Wikidata**: [openalex:W3013691560](https://www.wikidata.org/wiki/openalex:W3013691560)  
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