Finite-Time Contraction Control of a Ring-Shaped Soft Pneumatic Actuator Mimicking Gastric Pathologic Motility Conditions.

IF 6.4 2区 计算机科学 Q1 ROBOTICS
Shahab Kazemi, Martin Stommel, Leo K Cheng, Weiliang Xu
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引用次数: 3

Abstract

Soft gastric simulators are the latest gastric models designed to imitate gastrointestinal (GI) functions in actual physiological conditions. They are used in in vitro tests for examining the drug and food behaviors in the GI tract. As the main motility function of the GI tract, the peristalsis can be altered in some gastric disorders, for example, by being delayed or accelerated. To simulate the stomach motility, a GI simulator must achieve a prescribed healthy or pathological peristalsis. This requires the simulator to be controlled in a closed loop. Unlike conventional controllers that stabilize a controlled plant asymptotically, a finite-time controller regulates state variables to their equilibrium points in a predetermined time interval. This article presents the design and implementation of a finite-time, model-based state feedback controller (based on the differential Riccati equation) on a soft robotic gastric simulator's actuators for the first time. We propose a mass-spring-damper model of a ring-shaped soft pneumatic actuator (RiSPA). RiSPA is a bellows-driven, elastomer-based actuator developed to reproduce motility functions of the lower part of the stomach (pyloric antrum). The proposed model is augmented by a new approach for modeling the soft tissues, where the moments of inertia of the system constituents are considered as time-varying functions. The finite-time controller is successfully applied on the RiSPA in numerical simulation and experimental implementation, and the results were thoroughly analyzed and discussed. Its accuracy and the ability to control in a predetermined time are highlighted in the tracking of peristalsis trajectory and contractive regulations.

模拟胃病理运动状态的环形软气动致动器的有限时间收缩控制。
软胃模拟器是为了模拟实际生理条件下的胃肠功能而设计的最新胃模型。它们在体外测试中用于检查药物和食物在胃肠道中的行为。蠕动作为胃肠道的主要运动功能,在某些胃疾病中可发生改变,如延迟或加速。为了模拟胃运动,胃肠模拟器必须达到规定的健康或病理蠕动。这就要求模拟器被控制在一个闭环中。有限时间控制器不像传统的控制器那样使被控对象渐近稳定,而是在预定的时间间隔内调节状态变量到它们的平衡点。本文首次在软胃模拟器的执行器上设计并实现了一种有限时间、基于模型的状态反馈控制器(基于微分Riccati方程)。提出了环形软气动执行器(RiSPA)的质量-弹簧-阻尼模型。RiSPA是一种波纹管驱动的基于弹性体的致动器,用于再现胃下部(幽门)的运动功能。该模型通过一种新的软组织建模方法得到了增强,其中系统成分的转动惯量被认为是时变函数。将有限时间控制器成功地应用于RiSPA上进行了数值仿真和实验实现,并对结果进行了深入的分析和讨论。它的准确性和在预定时间内控制的能力是突出的跟踪蠕动轨迹和收缩规律。
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来源期刊
Soft Robotics
Soft Robotics ROBOTICS-
CiteScore
15.50
自引率
5.10%
发文量
128
期刊介绍: Soft Robotics (SoRo) stands as a premier robotics journal, showcasing top-tier, peer-reviewed research on the forefront of soft and deformable robotics. Encompassing flexible electronics, materials science, computer science, and biomechanics, it pioneers breakthroughs in robotic technology capable of safe interaction with living systems and navigating complex environments, natural or human-made. With a multidisciplinary approach, SoRo integrates advancements in biomedical engineering, biomechanics, mathematical modeling, biopolymer chemistry, computer science, and tissue engineering, offering comprehensive insights into constructing adaptable devices that can undergo significant changes in shape and size. This transformative technology finds critical applications in surgery, assistive healthcare devices, emergency search and rescue, space instrument repair, mine detection, and beyond.
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