执行机构
可控性
软机器人
有限元法
机器人
气动执行机构
PID控制器
计算机科学
稳健性(进化)
控制理论(社会学)
控制工程
工程类
人工智能
结构工程
温度控制
控制(管理)
基因
化学
应用数学
生物化学
数学
作者
Qinglei Ji,Xiran Zhang,Mo Chen,Xi Vincent Wang,Lihui Wang,Lei Feng
标识
DOI:10.1109/case48305.2020.9216946
摘要
Soft robots, made of soft materials such as dielectric elastomer or shape memory polymers, have received tremendous attentions due to its dexterousness, flexibility and safety compared with rigid robots. However, wider application of soft robots is limited due to their complex fabrication process and poor controllability. Here, we introduce a closed loop controlled soft actuator that is fully 3D printed with flexible material. The structure of the soft actuator is optimized with Finite Element Method (FEM) to acquire shortest fabrication time and highest deformation for same stimulus input. A desktop Fused Deposition Modeling (FDM) 3D printer is used for low-cost fabrication of such actuators. A webcamera is used for the image feedback which offers the real time shape monitoring of the soft actuator. An output feedback Proportional Integral Derivative (PID) controller with lowpass filter is developed with pole placement design method based on a data-driven model of the 3D printed soft actuator. The controller is implemented to regulate the input air pressure to ensure a fast-response, precise and robust shape changing for any work environments.
科研通智能强力驱动
Strongly Powered by AbleSci AI