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2023 IEEE International Conference on Soft Robotics (RoboSoft)最新文献

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Soft robotic tactile perception of softer objects based on learning of spatiotemporal pressure patterns 基于时空压力模式学习的软机器人对柔软物体的触觉感知
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10121950
Tetsushi Nonaka, Arsen Abdulali, Chapa Sirithunge, Kieran Gilday, F. Iida
The softness perception of objects with lower stiffness than that of robotic skin is challenging, as the proportion of the deformation of skin to that of an object's surface is unknown. This makes it difficult to derive the indentation depth typically used for stiffness estimation. To overcome this challenge, we implemented human-inspired softness sensing in a soft anthropomorphic finger based on tactile information alone without using the information about indentation depth or displacement. In the experiments where LSTM networks were trained to discriminate viscoelastic soft objects, we demonstrated that the sensorized robotic finger using tactile information from barometric sensors embedded in its soft skin could successfully learn to discriminate soft objects. By dissociating the relative contribution of the dynamic pattern of pressure distribution and that of local pressure, we further investigated how differences in available tactile information could impact the ability to distinguish the softness of viscoelastic objects. The results demonstrated that the pressure distribution and its change on the soft contact area of the robotic finger provided information to discriminate the softness of viscoelastic objects and that the tactile information about softness was spatiotemporal in nature. The results further implied that nonlinear local dynamics such as hysteresis in local pressure changes can provide additional information about the viscoelasticity of touched objects.
由于皮肤的变形与物体表面的变形的比例是未知的,因此对刚度低于机器人皮肤的物体的柔软度感知是具有挑战性的。这使得很难推导出通常用于刚度估计的压痕深度。为了克服这一挑战,我们在柔软的拟人化手指中实现了基于触觉信息的人性化柔软感测,而不使用有关压痕深度或位移的信息。在训练LSTM网络识别粘弹性软物体的实验中,我们证明了利用嵌入在柔软皮肤中的气压传感器的触觉信息感知的机器人手指可以成功地学习识别软物体。通过分离压力分布的动态模式和局部压力的相对贡献,我们进一步研究了可用触觉信息的差异如何影响区分粘弹性物体柔软度的能力。结果表明,机械手指软接触区域的压力分布及其变化为识别粘弹性物体的柔软性提供了信息,并且关于柔软性的触觉信息具有时空性。结果进一步表明,局部压力变化中的滞后等非线性局部动力学可以提供有关被接触物体粘弹性的附加信息。
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引用次数: 1
Hygroscopically-driven transient actuator for environmental sensor deployment 用于环境传感器部署的吸湿驱动瞬态执行器
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10122100
Manuela Heinrich, Fabian Wiesemüller, Xavier Aeby, Y. F. Kaya, Deeptanshu Sivaraman, Pham Nguyen, Sukho Song, Gustav Nyström, Mirko Kovač
Autonomous sensor deployment in unstructured natural forests utilizing aerial vehicles is a promising alternative to manual sensor placement by humans, yet retrieval of deployed sensors still remains a challenge. A biodegradable deployment system is therefore crucial to avoid any harmful e-waste in the target environment. However, challenges arise in the choice of materials, design and manufacturing methods to develop such transient, lightweight grippers with an appropriate response time, high deformation, and versatility for diverse shapes of tree branches for sensor deployment. In this work, we propose a hygroscopically actuated, lightweight and biodegradable gripper as a practical solution for the above challenge. Our gripper utilizes dehydration of a bio-polymer to achieve sufficient deformation requiring up to 3 W to coil around a tree branch with multiple turns. The design achieves a gripping force of up to 1.3 N, which is sufficient to deploy lightweight environmental sensors on a tree. The gripper can also exhibit fast actuation capability to complete a coiling turn in less than 120 s, which enables a typical aerial vehicle to deploy tens of sensors in a single charging cycle. Furthermore, this work presents a proof-of-concept of the proposed hygroscopic gripper demonstrating the potential of aerial sensor deployment for future forest monitoring tasks. Such systems could be used to collect data with high spatial and temporal resolution while ensuring low pollution of the environment.
利用飞行器在非结构化天然林中自主部署传感器是一种很有前途的替代人工传感器部署方法,但部署传感器的检索仍然是一个挑战。因此,可生物降解的部署系统对于避免目标环境中的任何有害电子废物至关重要。然而,在材料的选择、设计和制造方法方面出现了挑战,以开发这种具有适当响应时间、高变形和多功能性的瞬态轻质抓手,用于传感器部署的不同形状的树枝。在这项工作中,我们提出了一种吸湿驱动,轻质和可生物降解的夹持器作为上述挑战的实用解决方案。我们的夹持器利用生物聚合物的脱水来实现足够的变形,需要高达3w的能量来缠绕树枝。该设计实现了高达1.3牛的夹持力,足以在树上部署轻型环境传感器。抓手还具有快速驱动能力,可以在120秒内完成一个旋转,这使得一架典型的飞行器在一个充电周期内部署数十个传感器。此外,这项工作提出了拟议的吸湿夹持器的概念验证,展示了在未来森林监测任务中部署空中传感器的潜力。这种系统可用于收集高空间和时间分辨率的数据,同时确保对环境的低污染。
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引用次数: 0
Inferring Environmental Interactions of Soft Everting Robots From Acoustic Signals 从声信号推断软倾斜机器人的环境相互作用
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10122088
Allison Raines, Andrew Lewis, Joel Hwee, B. Hannaford
Acoustic signals can be used to detect environmental interactions of everting tube robots. This experiment distinguishes differences in pressure and audio signals in tubes freely everting through different-sized tunnels, with acoustic signal measurement ranging from 0–10 kHz. Pressure rises when transitioning to smaller tunnels and drops when transitioning to larger tunnels. Audio becomes louder when transitioning to larger tunnels and quieter when transitioning to smaller tunnels. Audio FFTs and spectrograms also show distinguishable eversion sounds and clear evidence of tunnel transitions. Time data suggests that reliable time series models could be created to detect tunnel transitions. Frequency data also suggests that a reliable image-analysis model could be created to detect tunnel transitions.
声学信号可以用来检测悬空管机器人的环境相互作用。本实验在不同大小的隧道中自由旋转的管道中区分压力和音频信号的差异,声信号测量范围为0-10 kHz。过渡到小隧道时压力升高,过渡到大隧道时压力下降。当过渡到较大的隧道时,音频会变大,而当过渡到较小的隧道时,声音会变小。音频fft和频谱图也显示出可区分的版本声音和隧道过渡的明确证据。时间数据表明,可以建立可靠的时间序列模型来检测隧道过渡。频率数据还表明,可以建立可靠的图像分析模型来检测隧道跃迁。
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引用次数: 0
Rapid energy release in inflatable soft actuators through reversible bond breaking 充气软执行器通过可逆断键快速释放能量
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10122022
Elias De Smet, B. V. Raemdonck, D. Reynaerts, B. Gorissen
Inflatable actuators are regularly used to induce large complex deformations in soft robotic systems. Their actuation speed is typically low, as it takes time for fluids to be pushed through narrow pressure supply tubes. To overcome this limitation, we take inspiration from nature and create actuators that can suddenly release build up elastic energy, by means of breaking a physical bond. Where in nature these ruptures are irreversible, here we use the reversible adhesion of a suction cup to accomplish the same behavior. First, we show that the released elastic energy originates from an adiabatic transition from the constrained to the free inflation curve of the actuator. Next, we numerically analyse this process and give design considerations for maximizing energy release. Lastly, we build a prototype actuator that displays this type of energy release and demonstrate that it can be used for jumping.
在软机器人系统中,充气式作动器通常用于诱导大的复杂变形。它们的驱动速度通常很低,因为流体通过狭窄的压力供应管需要时间。为了克服这一限制,我们从大自然中汲取灵感,创造了可以突然释放弹性能量的驱动器,通过打破物理键。在自然界中,这些破裂是不可逆的,在这里,我们使用吸盘的可逆粘附来完成相同的行为。首先,我们证明了释放的弹性能量来源于执行器的受约束膨胀曲线到自由膨胀曲线的绝热转变。接下来,我们对这一过程进行了数值分析,并给出了最大化能量释放的设计考虑。最后,我们建立了一个原型驱动器,显示这种类型的能量释放,并证明它可以用于跳跃。
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引用次数: 0
A Sodium Azide-Powered Free-Piston Gas Compressor for Mobile Pneumatic Systems 叠氮化钠驱动的移动气动系统的自由活塞气体压缩机
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10122095
Ronald H. Heisser, Tharm Sribhibhadh, Steven Adelmund, K. Shimasaki, Nathan S. Usevitch, Amirhossein H. Memar, Amirhossein Amini, Andrew A. Stanley
Pneumatic soft robotic technologies promise to revolutionize automation, medicine, human-computer interaction, and beyond. Yet without a sufficiently lightweight, compact, power-dense gas compressor, these wearable and mobile pneumatic devices cannot surpass tethered laboratory demonstrations. In this article, we introduce a gas compressor that converts the gas and energy release of sodium azide propellant mixtures into pressure-volume work. By integrating high-energy density solid fuels and compressor components into one piston-cylinder apparatus, we reduce system complexity, size, and weight. Our experiments provide initial thermodynamic propellant characterization and single-stroke compressor demonstrations.
气动软机器人技术有望彻底改变自动化、医学、人机交互等领域。然而,如果没有足够轻、紧凑、功率密集的气体压缩机,这些可穿戴和移动的气动设备就无法超越实验室的束缚。本文介绍了一种将叠氮化钠推进剂混合物释放的气体和能量转化为压力-体积功的气体压缩机。通过将高能密度固体燃料和压缩机组件集成到一个活塞-气缸装置中,我们降低了系统的复杂性、尺寸和重量。我们的实验提供了初始的推进剂热力学特性和单冲程压缩机演示。
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引用次数: 0
Towards a Pump-Controlled, Propellant-Powered Pneumatic Source for Untethered Soft Robots: Modelling and Experiments 面向无系绳软机器人的泵控推进剂动力气动源:建模与实验
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10122028
S. Gollob, E. Roche
Untethered soft robots have great potential in applications ranging from search-and-rescue to human-assistive robotics, and the light weight, impact resistance, and innate mechanical intelligence of soft robotics would provide untethered soft robots with unique capabilities compared to traditional robotics. Despite their great potential, most soft robots are still tethered to their power sources and the few existing untethered platforms suffer from either slow motions (for pump-based systems) or short lifetimes and a lack of controllability (for propellant-based systems). In this work, we introduce the concept of a pump-controlled propellant-powered (PCPP) system in which a pump moves fuel into a reaction chamber, where the produced gasses can pressurize a soft pneumatic system. We present a model to compare the performance of a pneumatic and PCPP system, demonstrating the PCCP system's favorable work savings and actuation speed. We then perform preliminary tests on a prototype system to validate the model, also demonstrating that the platform can inflate a soft actuator. In the future, the PCPP system has the potential to combine the best features of existing pneumatic and propellant systems, allowing for both controlled and fast-moving untethered soft robotic motion.
无系绳软机器人在搜索救援和人类辅助机器人等领域具有巨大的应用潜力,与传统机器人相比,软机器人的重量轻、抗冲击和固有的机械智能将为无系绳软机器人提供独特的功能。尽管有巨大的潜力,但大多数软体机器人仍然被束缚在它们的电源上,少数现有的非束缚平台要么运动缓慢(对于基于泵的系统),要么寿命短,缺乏可控性(对于基于推进剂的系统)。在这项工作中,我们介绍了一个泵控推进剂动力(PCPP)系统的概念,在这个系统中,泵将燃料移动到一个反应室,在那里产生的气体可以给软气动系统加压。我们提出了一个模型来比较气动和PCPP系统的性能,证明PCCP系统有利的工作节省和驱动速度。然后,我们对原型系统进行了初步测试,以验证模型,并证明该平台可以对软执行器进行充气。在未来,PCPP系统有潜力结合现有气动和推进剂系统的最佳特性,允许控制和快速移动的无系绳软机器人运动。
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引用次数: 0
Articulated legs allow energy optimization across different speeds for legged robots with elastically suspended loads 铰接式腿允许弹性悬挂负载的腿式机器人在不同速度下进行能量优化
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10121949
Anna Astolfi, M. Calisti
Legged robots are a promising technology whose use is limited by their high energy consumption. Biological and biomechanical studies have shown that the vibration generated by elastically suspended masses provides an energy advantage over rigidly carrying the same load. The robotic validation of these findings has only scarcely been explored in the dynamic walking case. In this context, a relationship has emerged between the design parameters and the actuation that generates the optimal gait. Although very relevant, these studies lack a generalizable analysis of different locomotion modes and a possible strategy to obtain optimal locomotion at different speeds. To this end, we propose the use of articulated legs in an extended Spring-Loaded Inverted Pendulum (SLIP) model with an elastically suspended mass. Thanks to this model, we show how stiffness and damping can be modulated through articulated legs by selecting the knee angle at touch-down. Therefore, by choosing different body postures, it is possible to vary the control parameters and reach different energetically optimal speeds. At the same time, this modeling allows the study of the stability of the defined system. The results show how suitable control choices reduce energy expenditure by 16% at the limit cycle at a chosen speed. The demonstrated strategy could be used in the design and control of legged robots where energy consumption would be dynamically optimal and usage time would be significantly increased.
有腿机器人是一项很有前途的技术,但其使用受到其高能耗的限制。生物学和生物力学研究表明,弹性悬浮质量产生的振动比刚性承载相同负载提供了能量优势。机器人对这些发现的验证几乎没有在动态行走的情况下进行过探索。在这种情况下,设计参数和产生最佳步态的驱动之间的关系已经出现。尽管这些研究非常相关,但缺乏对不同运动模式的概括分析和在不同速度下获得最佳运动的可能策略。为此,我们建议在具有弹性悬挂质量的扩展弹簧加载倒立摆(SLIP)模型中使用铰接腿。多亏了这个模型,我们展示了如何通过在着地时选择膝盖角度来调节关节腿的刚度和阻尼。因此,通过选择不同的身体姿势,可以改变控制参数,达到不同的能量最优速度。同时,该建模允许对所定义系统的稳定性进行研究。结果表明,在选定的速度下,适当的控制选择可以在极限循环下减少16%的能量消耗。该策略可用于有腿机器人的设计和控制,使能量消耗动态优化,使用时间显著增加。
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引用次数: 0
Variable Kinematics enabled by Layer Jamming Transition in a Soft Bending Actuator 柔性弯曲驱动器中层干扰过渡实现的可变运动学
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10121943
Niccolò Pagliarani, G. Picardi, Syeda Shadab Zehra Zaidi, M. Cianchetti
In soft robotics, variable stiffness is typically employed to solve the trade-off between compliance and the ability to exert high forces. However, modulating the stiffness of a soft actuator can also provide control over its deformation and enhance its adaptability. This latter concept has not been thoroughly investigated in literature and this work aims at demonstrating variable kinematics enabled by the integration of variable stiffness modules into the structure of a soft finger. We have augmented a segmented pneumatic bending actuator with two-layer jamming modules integrated into its proximal and distal sections and proposed an actuation strategy designed through finite element modeling to control its shape in terms of angle of attack and grasping radius. The presented soft finger exhibited a grasping width in the range of about 40 mm to 75 mm while simultaneously keeping the angle of attack around $90^{circ}$. Different activations of the two-layer jamming modules also produced an alteration of the forces exerted by the finger which were characterized in terms of blocking and grasping force for different configurations. The results show an interesting and less explored use of variable stiffness, relevant for the development of adaptive soft grippers and manipulators. Moreover, the proposed concept and control strategy is independent of the actuation technologies used to produce finger bending.
在软机器人中,可变刚度通常用于解决顺应性和施加高力的能力之间的权衡。然而,调节软作动器的刚度也可以提供对其变形的控制和增强其适应性。后一种概念尚未在文献中进行彻底的研究,这项工作旨在通过将可变刚度模块集成到柔软手指的结构中来展示可变运动学。本文对一种分段式气动弯曲驱动器进行了增强,在其近端和远端部分集成了两层干扰模块,并提出了一种通过有限元建模设计的驱动策略,以控制其迎角和抓取半径的形状。软指的抓握宽度在40 ~ 75 mm之间,同时攻角保持在$90^{circ}$左右。两层干扰模块的不同激活也会产生手指所施加的力的变化,其特征是不同配置下的阻塞力和抓握力。结果显示了一个有趣的和较少探索的可变刚度的使用,相关的自适应软抓取器和机械手的发展。此外,所提出的概念和控制策略独立于用于产生手指弯曲的驱动技术。
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引用次数: 0
Balloon Pin Array Gripper: Mechanism for Deformable Grasping with Two-Step Shape Adaptation 气球针阵列夹持器:两步形状自适应的可变形夹持机构
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10121917
Yuto Kemmotsu, K. Tadakuma, Kazuki Abe, M. Watanabe, M. Konyo, S. Tadokoro
Pin array grippers with many slidable pins arranged in parallel can adapt to complex object shapes. However, in conventional methods that move the pins only in specific directions, the conditions for successful grasping are limited by the shape, position, and orientation of the target object. In this study, we propose a balloon pin array gripper capable of inflating flexible balloons in the radial direction of each pin. This method makes the soft wrapping of objects possible from multiple directions in a two-step shape adaptation: pin array sliding and balloon expansion. A design method for combining balloons with a pin array, including an air supply system, was devised. Experiments and tests with the prototype demonstrated the validity of the concept.
由多个可滑动销平行排列而成的销阵夹持器可以适应复杂的物体形状。然而,在传统的方法中,只在特定的方向上移动销钉,成功抓取的条件受到目标物体的形状、位置和方向的限制。在这项研究中,我们提出了一种气球针阵夹持器,能够在每个针的径向充气柔性气球。该方法通过引脚阵列滑动和气球膨胀两步形状适应,实现了物体从多个方向的软包裹。提出了一种气球与引脚阵列组合的设计方法,并设计了供气系统。样机的实验和测试证明了该概念的有效性。
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引用次数: 0
Soft Air Pocket Force Sensors for Large Scale Flexible Robots 大型柔性机器人软气囊力传感器
Pub Date : 2023-04-03 DOI: 10.1109/RoboSoft55895.2023.10122112
Michael R. Mitchell, Ciera McFarland, Margaret M. Coad
Flexible robots have advantages over rigid robots in their ability to conform physically to their environment and to form a wide variety of shapes. Sensing the force applied by or to flexible robots is useful for both navigation and manipulation tasks, but it is challenging due to the need for the sensors to withstand the robots' shape change without encumbering their functionality. Also, for robots with long or large bodies, the number of sensors required to cover the entire surface area of the robot body can be prohibitive due to high cost and complexity. We present a novel soft air pocket force sensor that is highly flexible, lightweight, relatively inexpensive, and easily scalable to various sizes. Our sensor produces a change in internal pressure that is linear with the applied force. We present results of experimental testing of how uncontrollable factors (contact location and contact area) and controllable factors (initial internal pressure, thickness, size, and number of interior seals) affect the sensitivity. We demonstrate our sensor applied to a vine robot-a soft inflatable robot that “grows” from the tip via eversion-and we show that the robot can successfully grow and steer towards an object with which it senses contact.
柔性机器人在物理上适应环境和形成各种形状方面比刚性机器人有优势。感应柔性机器人施加的力对导航和操作任务都很有用,但由于传感器需要承受机器人的形状变化而不妨碍其功能,因此这是具有挑战性的。此外,对于具有长或大身体的机器人,由于高成本和复杂性,覆盖机器人身体整个表面面积所需的传感器数量可能令人望而却步。我们提出了一种新型的软气袋力传感器,它具有高度柔性,重量轻,相对便宜,并且易于扩展到各种尺寸。我们的传感器产生的内部压力变化与施加的力成线性关系。我们给出了不可控因素(接触位置和接触面积)和可控因素(初始内压、厚度、尺寸和内密封数量)如何影响灵敏度的实验测试结果。我们展示了我们的传感器应用在藤蔓机器人上——一种柔软的充气机器人,通过外伸从尖端“生长”——我们展示了机器人可以成功地生长并转向它感觉到接触的物体。
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引用次数: 0
期刊
2023 IEEE International Conference on Soft Robotics (RoboSoft)
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