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An Ionic Liquid-Based Stretchable Sensor for Measuring Normal and Shear Force. 一种基于离子液体的可拉伸法向力和剪切力传感器。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-12-01 Epub Date: 2023-05-02 DOI: 10.1089/soro.2022.0207
Omar Faruk Emon, Hao Sun, Ahadur Rahim, Jae-Won Choi

Soft and stretchable force sensors are widely used for health monitoring, robotics, prosthetics, and other applications. Soft force sensors with the capability of measuring both normal and shear force could offer even greater functionality and provide more information, particularly in the field of biomechanics. In this work, a new solid-state force sensor is proposed that can measure both normal and shear forces at the same time. The soft and stretchable sensor was fabricated using an ionic liquid (IL)/polymer network. Two separate IL-based polymer membranes were used to detect normal and shear forces. Sensor architecture and electrical wiring for normal, shear, and combined sensing were developed, and various material compositions for different sensor layers were investigated to find the combination that could achieve the optimum sensor performance. A basic material formulation for carbon nanotube-based electrodes, the IL/polymer network, and polymeric insulation layers was proposed. To configure a combined (normal and shear) sensor, separate sensors for normal and shear deformations were first designed and investigated. Later, a combined sensor was fabricated using a mold via screen printing, photocuring, and thermal curing. The combined sensor was evaluated under different force conditions. The results show that the sensor can reliably measure normal and shear forces. Moreover, the findings demonstrate a way to successfully modulate the sensitivity for normal and shear sensing by varying the material composition or geometric configuration, which provides flexibility for application-specific designs.

柔软和可拉伸力传感器广泛用于健康监测,机器人,假肢和其他应用。具有测量法向力和剪切力能力的软力传感器可以提供更大的功能和更多的信息,特别是在生物力学领域。在这项工作中,提出了一种新的固态力传感器,可以同时测量法向和剪切力。采用离子液体(IL)/聚合物网络制备了柔软可拉伸的传感器。使用两个独立的il基聚合物膜来检测法向和剪切力。开发了用于普通、剪切和组合传感的传感器结构和布线,并研究了不同传感器层的不同材料组成,以找到能够实现最佳传感器性能的组合。提出了碳纳米管电极、IL/聚合物网络和聚合物绝缘层的基本材料配方。为了配置组合(法向和剪切)传感器,首先设计并研究了法向和剪切变形的单独传感器。后来,通过丝网印刷,光固化和热固化,用模具制造了一个组合传感器。对组合传感器在不同受力条件下的性能进行了评估。结果表明,该传感器可以可靠地测量法向力和剪力。此外,研究结果展示了一种通过改变材料成分或几何结构来成功调节法向和剪切传感灵敏度的方法,这为特定应用的设计提供了灵活性。
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引用次数: 0
Bio-SHARPE: Bioinspired Soft and High Aspect Ratio Pumping Element for Robotic and Medical Applications. Bio-SHARPE:仿生软和高纵横比泵送元件,用于机器人和医疗应用。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-12-01 Epub Date: 2023-05-02 DOI: 10.1089/soro.2021.0154
James Davies, Mai Thanh Thai, Harrison Low, Phuoc Thien Phan, Trung Thien Hoang, Nigel Hamilton Lovell, Thanh Nho Do

The advent of soft robots has solved many issues posed by their rigid counterparts, including safer interactions with humans and the capability to work in narrow and complex environments. While much work has been devoted to developing soft actuators and bioinspired mechatronic systems, comparatively little has been done to improve the methods of actuation. Hydraulically soft actuators (HSAs) are emerging candidates to control soft robots due to their fast responses, low noise, and low hysteresis compared to compressible pneumatic ones. Despite advances, current hydraulic sources for large HSAs are still bulky and require high power availability to drive the pumping plant. To overcome these challenges, this work presents a new bioinspired soft and high aspect ratio pumping element (Bio-SHARPE) for use in soft robotic and medical applications. This new soft pumping element can amplify its input volume to at least 8.6 times with a peak pressure of at least 40 kPa. The element can be integrated into existing hydraulic pumping systems like a hydraulic gearbox. Naturally, an amplification of fluid volume can only come at the sacrifice of pumping pressure, which was observed as a 19.1:1 reduction from input to output pressure. The new concept enables a large soft robotic body to be actuated by smaller fluid reservoirs and pumping plant, potentially reducing their power and weight, and thus facilitating drive source miniaturization. The high amplification ratio also makes soft robotic systems more applicable for human-centric applications such as rehabilitation aids, bioinspired untethered soft robots, medical devices, and soft artificial organs. Details of the fabrication and experimental characterization of the Bio-SHARPE and its associated components are given. A soft robotic squid and an artificial heart ventricle are introduced and experimentally validated.

软机器人的出现解决了刚性机器人带来的许多问题,包括与人类更安全的互动,以及在狭窄和复杂环境中工作的能力。虽然在开发软致动器和仿生机电系统方面做了大量工作,但在改进致动方法方面做得相对较少。与可压缩气动执行器相比,液压软执行器(HSAs)由于其响应快、噪音低、滞后小而成为控制软机器人的新兴候选。尽管取得了进步,但目前用于大型HSAs的液压源仍然体积庞大,并且需要高功率来驱动抽水装置。为了克服这些挑战,这项工作提出了一种新的生物灵感软和高纵横比泵送元件(Bio-SHARPE),用于软机器人和医疗应用。这种新型软泵元件可以将其输入体积放大至少8.6倍,峰值压力至少为40kpa。该元件可以集成到现有的液压泵系统中,如液压变速箱。当然,流体体积的扩大只能以牺牲泵送压力为代价,观察到泵送压力从输入压力到输出压力降低了19.1:1。新概念使大型软体机器人体能够由较小的储液器和泵送装置驱动,从而潜在地降低其功率和重量,从而促进驱动源的小型化。高放大比也使软机器人系统更适用于以人为中心的应用,如康复辅助设备、仿生无系绳软机器人、医疗设备和软人造器官。详细介绍了Bio-SHARPE及其相关组件的制备和实验表征。介绍了一种软鱿鱼机器人和一种人工心脏心室,并进行了实验验证。
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引用次数: 0
Magnetic Liquid Metal Droplet Robot with Multifunction and High Output Force in Milli-Newton. 多功能高输出力毫牛顿磁性液态金属液滴机器人。
IF 7.9 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-12-01 Epub Date: 2023-06-16 DOI: 10.1089/soro.2022.0183
Peiran Zhao, Liang Yan, Xiaoshan Gao

Magnetically actuated miniature robots have immeasurable potential in lab-on-a-chip and biomedical due to their ability to navigate in constrained space. However, current soft robots made by elastomers have limited functionalities and are prevented from very narrow environments such as channel much smaller than their size because of their non- or limited deformability. In this study, a soft and multifunctional robot based on liquid metal (magnetic liquid-metal droplet robot [MLDR]) with high output force is reported. It is fabricated by engulfing iron particles into a Galinstan droplet. By changing the shape and motion of permanent magnets, the MLDR can be reshaped and moved. The MLDR can also be split in batches and merged efficiently. It shows good softness and flexibility when navigating freely in a narrow channel, and thus can pass through a confined space smaller than its size easily. Furthermore, the MLDR can also push and spread the accumulated liquid in a desired path, and manipulate the motions of small objects well. Benefiting from the solidification-like phenomenon, an MLDR can output milli-Newton-level force much higher than the output force of ferrofluid droplet robots in micro-Newton level. The demonstrated capabilities of the MLDR are promising for the applications in lab-on-a-chip or biomedical devices.

磁驱动微型机器人具有在有限空间内导航的能力,在芯片实验室和生物医学领域具有不可估量的潜力。然而,目前由弹性体制成的软体机器人功能有限,并且由于其非或有限的可变形性,无法在非常狭窄的环境中使用,例如比其尺寸小得多的通道。本研究报道了一种基于液态金属的高输出力柔性多功能机器人(磁性液态金属液滴机器人[MLDR])。它是通过将铁颗粒吞没到加林斯坦液滴中来制造的。通过改变永磁体的形状和运动,MLDR可以被重塑和移动。MLDR还可以分批拆分和高效合并。它在狭窄的航道中自由航行时表现出良好的柔软性和灵活性,因此可以轻松通过比其尺寸更小的密闭空间。此外,MLDR还可以将积累的液体按期望的路径推进和扩散,并能很好地控制小物体的运动。利用类似凝固的现象,MLDR的输出力远高于铁磁流体液滴机器人的微牛顿输出力。MLDR所展示的能力有望应用于芯片实验室或生物医学设备。
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引用次数: 0
Tunable, Textile-Based Joint Impedance Module for Soft Robotic Applications. 用于软机器人应用的可调谐、基于纺织品的关节阻抗模块。
IF 6.1 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-10-01 Epub Date: 2023-04-12 DOI: 10.1089/soro.2021.0173
Ciarán T O'Neill, Harrison T Young, Cameron J Hohimer, Tommaso Proietti, Mo Rastgaar, Panagiotis Artemiadis, Conor J Walsh

The design of soft actuators is often focused on achieving target trajectories or delivering specific forces and torques, rather than controlling the impedance of the actuator. This article outlines a new soft, tunable pneumatic impedance module based on an antagonistic actuator setup of textile-based pneumatic actuators intended to deliver bidirectional torques about a joint. Through mechanical programming of the actuators (select tuning of geometric parameters), the baseline torque to angle relationship of the module can be tuned. A high bandwidth fluidic controller that can rapidly modulate the pressure at up to 8 Hz in each antagonistic actuator was also developed to enable tunable impedance modulation. This high bandwidth was achieved through the characterization and modeling of the proportional valves used, derivation of a fluidic model, and derivation of control equations. The resulting impedance module was capable of modulating its stiffness from 0 to 100 Nm/rad, at velocities up to 120°/s and emulating asymmetric and nonlinear stiffness profiles, typical in wearable robotic applications.

软致动器的设计通常侧重于实现目标轨迹或传递特定的力和转矩,而不是控制致动器的阻抗。本文概述了一种新的软的、可调的气动阻抗模块,该模块基于基于纺织品的气动致动器的对抗性致动器设置,旨在传递关节周围的双向扭矩。通过致动器的机械编程(选择几何参数的调整),可以调整模块的基线扭矩与角度的关系。高带宽流体控制器,可在高达8的压力下快速调节压力 还开发了每个拮抗致动器中的Hz,以实现可调谐阻抗调制。这种高带宽是通过所用比例阀的表征和建模、流体模型的推导和控制方程的推导实现的。由此产生的阻抗模块能够以高达120°/s的速度将其刚度从0调节到100 Nm/rad,并模拟可穿戴机器人应用中的典型不对称和非线性刚度分布。
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引用次数: 0
Macro Fiber Composite-Actuated Soft Robotic Fish: A Gray Box Model-Predictive Motion Planning Strategy Under Limited Actuation. 宏纤维复合材料驱动的软体机器人鱼:有限驱动下的灰盒模型预测运动规划策略。
IF 6.1 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-10-01 Epub Date: 2023-03-23 DOI: 10.1089/soro.2022.0061
Arthur Silva Barbosa, Maíra Martins da Silva

This work experimentally investigates a model-predictive motion planning strategy to impose oscillatory and undulation movements in a macro fiber composite (MFC)-actuated robotic fish. Most of the results in this field exploit sinusoidal input signals at the resonance frequency, which reduces the device's maneuverability. Differently, this work uses body/caudal fin locomotion patterns as references in a motion planning strategy formulated as a model-based predictive control (MPC) scheme. This open-loop scheme requires the modeling of the device, which is accomplished by deriving a gray box state-space model using experimental modal data. This state-space model considers the electromechanical coupling of the actuators. Based on the references and the model, the MPC scheme derives the input signals for the MFC actuators. An experimental campaign is carried out to verify two references for mimicking the locomotion patterns of a fish under limited actuation. The experimental results confirm the motion planning scheme's capability to impose oscillatory and undulation movements.

这项工作实验研究了一种模型预测运动规划策略,以在宏观纤维复合材料(MFC)驱动的机器鱼中施加振荡和波动运动。该领域的大多数结果都利用了谐振频率下的正弦输入信号,这降低了设备的可操作性。不同的是,这项工作使用身体/尾鳍运动模式作为运动规划策略的参考,该策略被制定为基于模型的预测控制(MPC)方案。这种开环方案需要对设备进行建模,这是通过使用实验模态数据导出灰盒状态空间模型来实现的。该状态空间模型考虑了致动器的机电耦合。基于参考文献和模型,MPC方案导出了MFC致动器的输入信号。进行了一项实验活动,以验证在有限驱动下模拟鱼类运动模式的两个参考文献。实验结果证实了运动规划方案施加振荡和波动运动的能力。
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引用次数: 0
Reconfigurable Soft Pneumatic Actuators Using Extensible Fabric-Based Skins. 使用可扩展织物蒙皮的可重构软气动执行器。
IF 6.1 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-10-01 Epub Date: 2023-04-12 DOI: 10.1089/soro.2022.0089
Ajinkya Bhat, Shobhit Sandeep Jaipurkar, Li Ting Low, Raye Chen-Hua Yeow

The development of the field of soft robotics has led to the exploration of novel techniques to manufacture soft actuators, which provide distinct advantages for wearable assistive robotics. One subset of these soft pneumatic actuators is conventionally developed from silicone, fabrics, and thermoplastic polyurethane (TPU). Each of these materials in isolation possesses limitations of low-stress capacity, low-design complexity, and high-input pressure requirements, respectively. Combining these materials can overcome some limitations and maintain their desirable properties. In this article, we explore one such composite design scheme using a combination of silicone polymer-based bladder and reconfigurable fabric skin made from an anisotropic extensible fabric. The silicone polymer bladder acts as the hermetic seal, while this skin acts as the constraint. Bending and torsional actuators were designed utilizing the anisotropy of these fabrics. The torsional actuator designs can achieve over 540° of twist, significantly larger than previously reported in the literature, owing to the lower mechanical impedance of the extensible fabrics. Actuators with 360° of bending were also fabricated using this method. In addition, the lack of TPU-backed or inextensible fabrics reduces the actuator's stiffness, leading to lower actuation pressures. Skin-based designs also confer the advantage of modularity, reconfigurability, and the ability to achieve complex motions by tuning the properties of the bladder and the skin. For applications with high-force requirements, such as wearable exoskeletons, we demonstrate the utility of multilayer design schemes. A multilayer bending actuator generated 190 N of force at 100 kPa and was shown to be a candidate for wearable assistive devices. In addition, torsional designs were shown to have utility in practical scenarios such as screwing on a bottle cap and turning knobs. Thus, we present a novel fabric-skin-based design concept that is highly versatile and customizable for various application requirements.

软机器人领域的发展导致了对制造软致动器的新技术的探索,这为可穿戴辅助机器人提供了明显的优势。这些软气动致动器的一个子集通常由硅酮、织物和热塑性聚氨酯(TPU)开发。这些材料中的每一种都分别具有低应力能力、低设计复杂性和高输入压力要求的局限性。将这些材料结合起来可以克服一些限制并保持其所需的性能。在本文中,我们探索了一种这样的复合材料设计方案,该方案使用基于硅聚合物的囊状物和由各向异性可延展织物制成的可重构织物蒙皮的组合。有机硅聚合物囊状物起到密封的作用,而这种表皮起到约束的作用。弯曲和扭转致动器是利用这些织物的各向异性设计的。由于可延展织物的机械阻抗较低,扭转致动器设计可以实现超过540°的扭转,大大大于先前文献中报道的扭转。还使用该方法制造了具有360°弯曲的致动器。此外,缺乏TPU背衬或不可拉伸的织物会降低致动器的刚度,从而降低致动压力。基于皮肤的设计还赋予了模块化、可重构性的优势,以及通过调节膀胱和皮肤的特性来实现复杂运动的能力。对于对力要求高的应用,如可穿戴外骨骼,我们展示了多层设计方案的实用性。一个多层弯曲致动器产生190 100时的力N kPa,并被证明是可穿戴辅助设备的候选者。此外,扭转设计在实际场景中也被证明是有用的,比如拧上瓶盖和转动旋钮。因此,我们提出了一种新颖的基于织物表皮的设计概念,该概念具有高度的通用性,可根据各种应用需求进行定制。
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引用次数: 0
Nonbiomorphic Passively Adaptive Swimming Robot Enables Agile Propulsion in Cluttered Aquatic Environments. 非生物形态被动自适应游泳机器人在杂乱的水生环境中实现敏捷推进。
IF 6.1 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-10-01 Epub Date: 2023-07-17 DOI: 10.1089/soro.2022.0063
Bangyuan Liu, Frank L Hammond

Aquatic swimmers, whether natural or artificial, leverage their maneuverability and morphological adaptability to operate successfully in diverse, complex underwater environments. Maneuverability allows swimmers the agility to change speed and direction within a constrained operating space, while morphological adaptability allows their bodies to deform as they avoid obstacles and pass through narrow gaps. In this work, we design a soft, modular, nonbiomorphic swimming robot that emulates the maneuverability and adaptability of biological swimmers. This tethered swimming robot is actuated by a two degree-of-freedom (2-DOF) cable-driven mechanism that enables not only common maneuvers, such as undulatory surging and pitch/yaw rotations, but also a roll rotation maneuver that is steady and controllable. This simple 2-DOF system demonstrates full 3D swimming abilities in a space-constrained underwater test bed. The soft compliant body and passive foldable fins of the swimming robot lend to its morphological adaptability, allowing it to move through narrow gaps, channels, and tunnels and to avoid obstacles without the need for a low-level feedback control strategy. The passive adaptability and maneuvering capabilities of our swimming robot offer a new approach to achieving underwater navigation in complex real-world settings.

无论是自然的还是人工的水上游泳运动员,都能利用其机动性和形态适应性,在多样化、复杂的水下环境中成功地游泳。机动性使游泳者能够在受限的操作空间内灵活地改变速度和方向,而形态适应性使他们的身体在避开障碍物和穿过狭窄间隙时变形。在这项工作中,我们设计了一个柔软的、模块化的、非仿生的游泳机器人,模拟生物游泳运动员的机动性和适应性。该系留式游泳机器人由两自由度(2-DOF)缆索驱动机构驱动,该机构不仅能够实现常见的动作,如波动浪涌和俯仰/偏航旋转,还能够实现稳定可控的滚转旋转动作。这个简单的2自由度系统在空间受限的水下试验台上展示了全三维游泳能力。游泳机器人柔软柔顺的身体和被动可折叠的鳍有助于其形态适应性,使其能够在狭窄的间隙、通道和隧道中移动,并在不需要低水平反馈控制策略的情况下避开障碍物。我们的游泳机器人的被动适应性和操纵能力为在复杂的现实世界环境中实现水下导航提供了一种新的方法。
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引用次数: 0
Nonlinear Multimaterial Architecture for Greater Soft Material's Toughness and Delaying Damage Propagation. 用于提高软材料韧性和延迟损伤传播的非线性多材料体系结构。
IF 6.1 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-10-01 Epub Date: 2023-05-12 DOI: 10.1089/soro.2021.0205
Marwa ElDiwiny, Seppe Terryn, Svetlana Verbruggen, Bram Vanderborght

Designing soft robots that have greater toughness and better resistance to damage propagation while at the same time retaining their properties of compliance is fundamentally important for soft robotics applications. This study's main contribution is proposing a framework for nonlinear multimaterial architectural design of soft structures to increase their toughness and delay damage propagation. What are the limits when combining significantly different materials in one structure that will delay crack propagation while significantly maintaining postdamage toughness? Through this study, we observed that there is a very dynamic interplay when combining significantly different materials in one structure; this interplay could weaken or strengthen the multimaterial structure's toughness. In biological evolutionary terms, the Pangolin, Seashell, and Arapaima have found their answer for deflecting the crack and maintaining strength in their bodies. How does nature put these multimaterial structures together? Our research led us to find that the multimaterial toughness limits depend largely on the following parameters: components' relative morphology, architecture, spatial distribution, surface areas, and Young's Modulus. We found that a linear geometry, when it comes to morphology and/or architecture relative to surface area in multimaterial design, significantly reduces total toughness and fails to delay crack propagation. In contrast, incorporating geometric nonlinearities in both morphology and architecture significantly maintains higher total toughness even after damage, and significantly delays crack propagation. We believe that this study can open the door to further research and ultimately to promising and wide applications in soft robotics.

设计具有更大韧性和更好抵抗损伤传播的软机器人,同时保持其柔顺性,对于软机器人应用至关重要。本研究的主要贡献是为软结构的非线性多材料建筑设计提出了一个框架,以提高其韧性并延迟损伤传播。当在一个结构中组合显著不同的材料时,在显著保持损伤后韧性的同时,会延迟裂纹扩展,限制是什么?通过这项研究,我们观察到,当在一个结构中组合显著不同的材料时,存在非常动态的相互作用;这种相互作用可能会削弱或增强多材料结构的韧性。从生物学进化的角度来看,穿山甲、贝壳和阿拉派马已经找到了偏转裂缝和保持身体力量的答案。大自然是如何将这些多材料结构组合在一起的?我们的研究发现,多材料的韧性极限在很大程度上取决于以下参数:部件的相对形态、结构、空间分布、表面积和杨氏模量。我们发现,在多材料设计中,当涉及到相对于表面积的形态和/或结构时,线性几何形状会显著降低总韧性,并不能延迟裂纹扩展。相反,在形态和结构中结合几何非线性,即使在损伤后也能显著保持较高的总韧性,并显著延迟裂纹扩展。我们相信,这项研究可以为进一步的研究打开大门,并最终在软机器人领域获得有前景和广泛的应用。
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引用次数: 0
JamTac: A Tactile Jamming Gripper for Searching and Grasping in Low-Visibility Environments. JamTac:一种在低能见度环境中搜索和抓取的触觉干扰夹。
IF 6.1 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-10-01 Epub Date: 2023-06-05 DOI: 10.1089/soro.2022.0134
Shoujie Li, Linqi Ye, Haixin Yu, Xianghui Yin, Chongkun Xia, Wenbo Ding, Xueqian Wang, Bin Liang

Humans can feel and grasp efficiently in the dark through tactile feedback, whereas it is still a challenging task for robots. In this research, we create a novel soft gripper named JamTac, which has high-resolution tactile perception, a large detection surface, and integrated sensing-grasping capability that can search and grasp in low-visibility environments. The gripper combines granular jamming and visuotactile perception technologies. Using the principle of refractive index matching, a refraction-free liquid-particle rationing scheme is developed, which makes the gripper itself to be an excellent tactile sensor without breaking its original grasping capability. We simultaneously acquire color and depth information inside the gripper, making it possible to sense the shape, texture, hardness, and contact force with high resolution. Experimental results demonstrate that JamTac can be a promising tool to search and grasp in situations when vision is not available.

人类可以通过触觉反馈在黑暗中有效地感知和抓握,而这对机器人来说仍然是一项具有挑战性的任务。在这项研究中,我们创造了一种名为JamTac的新型软抓取器,它具有高分辨率触觉、大的检测表面和集成的传感抓取能力,可以在低能见度环境中搜索和抓取。该夹持器结合了颗粒干扰和视觉感知技术。利用折射率匹配原理,提出了一种无折射液体颗粒定量分配方案,使夹持器本身成为一种优秀的触觉传感器,而不会破坏其原有的抓取能力。我们同时获取夹持器内部的颜色和深度信息,从而可以以高分辨率感知形状、纹理、硬度和接触力。实验结果表明,JamTac是一种很有前途的工具,可以在视觉不可用的情况下进行搜索和抓取。
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引用次数: 0
Optimal Control of Dielectric Elastomer Actuated Multibody Dynamical Systems. 介电弹性体驱动多体动力学系统的最优控制。
IF 6.1 2区 计算机科学 Q1 ROBOTICS Pub Date : 2023-10-01 Epub Date: 2023-03-28 DOI: 10.1089/soro.2022.0162
Dengpeng Huang, Sigrid Leyendecker

In this work, a simulation model for the optimal control of dielectric elastomer actuated flexible multibody dynamics systems is presented. The dielectric elastomer actuator (DEA) behaves like a flexible artificial muscle in soft robotics. It is modeled as an electromechanically coupled geometrically exact beam, where the electric charges serve as control variables. The DEA-beam is integrated as an actuator into multibody systems consisting of rigid and flexible components. The model also represents contact interaction via unilateral constraints between the beam actuator and, for example, a rigid body during the grasping process of a soft robot. With a mathematically concise and physically representative formulation, a reduced free energy function is developed for the electromechanically coupled beam. In the optimal control problem, an objective function is minimized while the electromechanically coupled dynamic balance equations for the multibody system have to be fulfilled together with the complementarity conditions for the contact and boundary conditions. The optimal control problem is solved via a direct transcription method, transforming it into a constrained nonlinear optimization problem. The electromechanically coupled geometrically exact beam is firstly semidiscretized with one-dimensional finite elements and then the multibody dynamics is temporally discretized with a variational integrator leading to the discrete Euler-Lagrange equations, which are further reduced with the null space projection. The discrete Euler-Lagrange equations and the boundary conditions serve as equality constraints, whereas the contact constraints are treated as inequality constraints in the optimization of the discretized objective. The constrained optimization problem is solved using the Interior Point Optimizer solver. The effectiveness of the developed model is demonstrated by three numerical examples, including a cantilever beam, a soft robotic worm, and a soft robotic grasper.

本文提出了介质弹性体驱动柔性多体动力学系统的最优控制仿真模型。电介质弹性体致动器(DEA)的行为就像软机器人中的柔性人工肌肉。它被建模为一个机电耦合的几何精确梁,其中电荷作为控制变量。DEA梁作为致动器集成到由刚性和柔性部件组成的多体系统中。该模型还表示了在软机器人的抓取过程中,梁致动器和刚体之间通过单向约束的接触相互作用。用一个数学上简洁、物理上有代表性的公式,推导了机电耦合梁的约化自由能函数。在最优控制问题中,目标函数最小化,而多体系统的机电耦合动态平衡方程必须与接触和边界条件的互补条件一起满足。最优控制问题采用直接转录法求解,转化为约束非线性优化问题。首先用一维有限元对机电耦合的几何精确梁进行半离散,然后用变分积分器对多体动力学进行时间离散,得到离散的欧拉-拉格朗日方程,并用零空间投影对其进行进一步的简化。离散的欧拉-拉格朗日方程和边界条件作为等式约束,而在离散目标的优化中,接触约束被视为不等式约束。约束优化问题使用内部点优化器解算器解决。通过三个数值例子证明了所开发模型的有效性,包括悬臂梁、软机器人蠕虫和软机器人抓取器。
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引用次数: 0
期刊
Soft Robotics
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