Zhanhua Chang

Automated High-Precision Control of Twisted and Coiled Polymers Under Parameter Variability

Twisted and coiled polymer (TCP) artificial muscles offer high energy density and large deformation, but achieving reliable closed-loop control remains difficult due to time-temperature-dependent parameter drift, structural variability, and labor-intensive control parameter tuning, which accelerate