# Compensation method for complex hysteresis characteristics on piezoelectric actuator based on separated level-loop Prandtl–Ishlinskii model

> Research article (Nonlinear Dynamics, 2022) · cited 22× · AI/ML

**Wikidata**: [openalex:W4282034670](https://www.wikidata.org/wiki/openalex:W4282034670)  
**Source**: https://4ort.xyz/entity/compensation-method-for-complex-hysteresis-characteristics-on-piezoelectric-actuator-based-on-separated-level-loop-prand