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This article describes the development of a robotic system specifically designed to automate the fabrication of dielectric elastomer actuators, focusing on optimizing spin coating and carbon nanotube electrode application processes. While robotics is involved, the core advancement lies in applying automation techniques directly to the manufacturing workflow for soft capacitors used as sensors and actuators within AI-driven systems or advanced material applications.
A Robotic System for Automated Manufacturing of Dielectric Elastomer Actuators
arXiv:2608.00369v1 Announce Type: new Abstract: This letter presents an automated robotic manufacturing system for soft capacitors which operate as actuators and sensors. Emphasis is placed on the two processes that most directly govern device quality, dielectric layer formation by spin coating and carbon nanotube (CNT) electrode application by stamping. Twenty multilayer DEAs, each comprising 12 dielectric layers with a mean thickness of 55.37 +- 2.04 um and 11 alternating CNT electrodes, were fabricated reducing total process time by 14.2% and removing the operator from 56.1% of it.
Abstract:This letter presents an automated robotic manufacturing system for soft capacitors which operate as actuators and sensors. Emphasis is placed on the two processes that most directly govern device quality, dielectric layer formation by spin coating and carbon nanotube (CNT) electrode application by stamping. Twenty multilayer DEAs, each comprising 12 dielectric layers with a mean thickness of 55.37 +- 2.04 um and 11 alternating CNT electrodes, were fabricated reducing total process time by 14.2% and removing the operator from 56.1% of it.
Robotics (cs.RO); Systems and Control (eess.SY)
arXiv:2608.00369 [cs.RO]
(or arXiv:2608.00369v1 [cs.RO] for this version)
https://doi.org/10.48550/arXiv.2608.00369 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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