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Noise-induced collective memory in schooling fish. 鱼群中噪音引起的集体记忆。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1088/1748-3190/ae39bd
Alyssa Chan, Eva Kanso

Schooling fish often self-organize into a variety of collective patterns, from polarized schooling to rotational milling. Mathematical models support the emergence of these large-scale patterns from local decentralized interactions, in the absence of individual memory and group leadership. In a popular model where individual fish interact locally following rules of avoidance, alignment, and attraction, the group exhibits collective memory: changes in individual behavior lead to emergent patterns that depend on the group's past configurations. However, the mechanisms driving this collective memory remain obscure. Here, we combine numerical simulations with tools from bifurcation theory to uncover that the transition from milling to schooling in this model is driven by a noisy transcritical bifurcation where the two collective states intersect and exchange stability. We further show that key features of the group dynamics-the bifurcation character, transient milling, and collective memory-can be captured by a phenomenological model of the group polarization. Our findings demonstrate that collective memory arises from a noisy bifurcation rather than from structural bistability, thus resolving a long-standing ambiguity about its origins and contributing fundamental understanding to collective phase transitions in a prevalent model of fish schooling.

鱼群经常自我组织成各种各样的集体模式,从极化鱼群到旋转鱼群。数学模型支持在缺乏个人记忆和群体领导的情况下,从局部分散的相互作用中出现这些大规模模式。在一个流行的模型中,单个鱼根据回避、对齐和吸引的规则在局部相互作用,群体表现出集体记忆:个体行为的变化导致依赖于群体过去配置的紧急模式。然而,驱动这种集体记忆的机制仍然不清楚。在这里,我们将数值模拟与分岔理论的工具相结合,揭示了该模型中从铣削到学校的转变是由一个嘈杂的跨临界分岔驱动的,其中两个集体状态相交并交换稳定性。我们进一步表明,群体动力学的关键特征-分岔特征,瞬态铣削和集体记忆-可以通过群体极化的现象学模型来捕获。我们的研究结果表明,集体记忆产生于噪声分岔而不是结构双稳态,从而解决了长期以来关于其起源的模糊问题,并为普遍存在的鱼类繁殖模型中的集体相变提供了基本的理解。
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引用次数: 0
Power requirements of butterflies in hovering flight. 蝴蝶悬停飞行时的动力需求。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-11 DOI: 10.1088/1748-3190/ae3eea
Songtao Chu, Jianghao Wu, Yanlai Zhang

Previous studies have shown that many insects frequently alternate between hovering and forward flight with comparable power expenditure. However, hovering is relatively rare in butterflies, raising the question of whether this behavior entails higher energy costs-a possibility that remains unexplored due to limited research on the power of butterfly hovering. To address this gap, this study employs an integrated experimental and computational approach to investigate the aerodynamic and inertial forces governing power consumption during butterfly hovering. High-speed videography is employed to capture detailed morphology and kinematic parameters of the body and wings. The flow field around the wings is simulated using the lattice Boltzmann method coupled with the immersed boundary method, enabling high-fidelity resolution of unsteady aerodynamic forces and moments. Theoretical analyses are further applied to interpret the contributions to aerodynamic and inertial power. Results demonstrate that, despite substantial wing inertia and pronounced body pitching motion, aerodynamic power constitutes the dominant portion of total power expenditure. Inertial power arises primarily from wing motion rather than body dynamics. The mass-specific power of hovering butterflies is approximately 28 W kg-1, which aligns with the range observed in most insects (20-60 W kg-1). Furthermore, even with the assumption of complete elastic energy storage, the maximum energy savings amount to only about 10% of the total power. These findings offer new insights into the energetics of butterfly flight and provide valuable guidance for the design of bio-inspired flapping-wing micro aerial vehicles.

先前的研究表明,许多昆虫经常在悬停和向前飞行之间交替,并消耗相当的能量。然而,蝴蝶在空中盘旋的情况相对少见,这就提出了一个问题,即这种行为是否需要更高的能量消耗——由于对蝴蝶盘旋能力的研究有限,这种可能性仍未被探索。为了解决这一问题,本研究采用综合实验和计算方法来研究蝴蝶悬停时控制动力消耗的空气动力和惯性力。采用高速摄像技术捕捉机体和翅膀的详细形态和运动参数。采用点阵玻尔兹曼法和浸入边界法对机翼周围流场进行了模拟,实现了非定常气动力和力矩的高保真分辨率。理论分析进一步解释了气动动力和惯性动力的贡献。结果表明,尽管有很大的机翼惯性和明显的机体俯仰运动,气动动力构成了总动力消耗的主要部分。惯性动力主要来自机翼运动而不是身体动力学。悬停蝴蝶的质量比功率约为28瓦特公斤-1,这与大多数昆虫(20-60瓦特公斤-1)的范围一致。此外,即使假设完全弹性储能,最大节能量也仅为总功率的10%左右。这些发现为蝴蝶飞行的能量学提供了新的认识,并为仿生扑翼微型飞行器的设计提供了有价值的指导。
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引用次数: 0
Self-induced large pitch artificial muscles with giant stroke for soft robotic applications. 软机器人大行程自诱导大间距人工肌肉。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1088/1748-3190/ae37b7
Boyi Xu, Feihu Song, Yuanwu Feng, Jiaqiao Liang, Ziyao Zhang, Qiaosong Fan, Xiaojie Wang, Pengyu Wang, Yitong Zhou

Achieving large initial coil pitches and contractile strokes in twisted and coiled polymer artificial muscles often requires complex and multi-step fabrication processes. We present a self-induced large-pitch (SLiP) method for producing polymer muscles with large and stable initial coil pitches through a single-step annealing process, which can be tuned by only adjusting the annealing temperature and duration. The resulting muscles demonstrate contractile and tensile strains of 95.1% and 560%, respectively, under different chiral configurations, as well as a maximum specific power of 3.5 kW kg-1and a contractile stroke rate of 40% s-1. SLiP muscles are used in various biomimetic and soft robotic prototypes, including a biomimetic arm, large-deformation tentacles, a crawling robot, and a biomimetic hand. This method offers a practical route for realizing polymer muscles with giant stroke and preload-free actuation in soft robotics.

在扭曲和卷曲的聚合物人造肌肉中实现大的初始线圈螺距和收缩行程通常需要复杂的多步骤制造过程。我们提出了一种自诱导大间距(SLiP)方法,通过单步退火过程产生具有大而稳定的初始线圈间距的聚合物肌肉,只需调整退火温度和持续时间即可调节。所得肌肉在不同手性构型下的收缩应变和拉伸应变分别为95.1%和560%,最大比功率为3.5 kW/kg,收缩冲程率为40%/s。滑移肌肉被用于各种仿生和软机器人原型,包括仿生手臂、大变形触手、爬行机器人和仿生手。该方法为实现柔性机器人中具有大行程和无预载驱动的聚合物肌肉提供了一条实用途径。
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引用次数: 0
Research on active and passive motion characteristics of bionic soft actuators in rigid-flexible coupled single-open-chain configurations. 刚柔耦合单开链仿生软执行器的主动和被动运动特性研究。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1088/1748-3190/ae3c73
Qi Shen, Jinzhu Zhang, Xiaoyan Xiong, Hongjie Du, Shiyu Li

Soft actuators possess both active and passive degrees of freedom (DOFs). This paper proposes the concept of using soft actuators to drive rigid-soft coupled single-open-chain (SOC) configurations. Research focuses on the active and passive DOF characteristics of the soft actuator within this framework. First, based on the graphical approach and generalized function set theory, the motion characteristics at the input points of the human skeletal structure and the corresponding skeletal muscle motion characteristics are analyzed. Then, the matching relationship is mapped onto the rigid-soft coupled configuration. The motion requirements at the input points of the rigid branch and the end characteristics that the soft actuator should possess are analyzed. Furthermore, based on the end characteristics of the soft actuator, the discrete element method is employed to analyze the types of micro-units constituting its deformation characteristics. Finally, an experimental setup featuring a rigid-soft coupled SOC mechanism based on pneumatic soft actuators was constructed. Results demonstrate that the soft actuator achieves active deformation during passive bending, twisting, and combined bending-twisting deformations. The influence of passive DOFs on active DOFs within specific ranges in the rigid-soft coupled composite configuration was analyzed.

软驱动器具有主动和被动自由度(dof)。本文提出了利用软执行器驱动刚软耦合单开链(SOC)结构的概念。在此框架下重点研究了软作动器的主动和被动自由度特性。首先,基于图形化方法和GF集理论,分析了人体骨骼结构输入点的运动特征和相应的骨骼肌运动特征;然后,将匹配关系映射到刚软耦合结构上。分析了刚性支路输入点的运动要求和软执行机构应具备的末端特性。在此基础上,根据软作动器的末端特性,采用离散元法分析了构成软作动器变形特性的微单元类型。最后,建立了基于气动软执行器的刚软耦合SOC机构的实验装置。结果表明,该软驱动器在被动弯曲、扭转和弯曲-扭转复合变形过程中均能实现主动变形。分析了刚软耦合复合结构在一定范围内被动自由度对主动自由度的影响。
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引用次数: 0
Synthesis and modification of humpback whale song units based on hidden Markov model for bio-inspired applications. 基于隐马尔可夫模型的座头鲸歌声单元合成与修正。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1088/1748-3190/ae3955
Yibo Zhao, Songzuo Liu, Yanan Liu, Xin Qing, Gang Qiao

Humpback whales produce a wide variety of frequency-modulated vocalizations, called song units. Modeling and synthesis of these units form the basis for many bio-inspired applications, including underwater covert communication and naturalistic playback experiments. Conventional synthesis methods are based on fundamental frequency contour modeling of single-segment signals, which exhibit limitations in terms of synthesis flexibility and similarity. To address the above limitations, this paper proposes a humpback whale song unit synthesis method based on small-sample training. Fundamental frequency contours and line spectral pairs are extracted from humpback whale song units collected in marine environments to construct the training dataset. Using these parameters, a hidden Markov model (HMM) is established for parameter training, and probability density functions are obtained for each HMM state. To address high-frequency jitter in generated fundamental frequency contours, a parameter generation method that combines dynamic feature constraints with variational mode decomposition denoising is introduced, yielding smoother fundamental frequency curves. For enhanced synthesis flexibility, state duration modification and fundamental frequency modification methods are proposed based on parameter distributions. Finally, the generated parameters are converted into time-domain waveforms using a linear predictive coding-pitch vocoder. To comprehensively evaluate the synthesis performance, an assessment framework based on statistical parametric analysis and t-distributed stochastic neighbor embedding is established. Simulation results demonstrate that the proposed humpback whale song unit synthesis system achieves superior flexibility and similarity compared to the conventional approach based on single whistles modeling, ultimately enhancing performance in bio-inspired applications.

座头鲸可以发出各种各样的频率调制的声音,称为歌曲单位。这些单元的建模和合成构成了许多生物启发应用的基础,包括水下隐蔽通信和自然回放实验。传统的合成方法是基于单段信号的基频轮廓建模,在合成灵活性和相似性方面存在局限性。针对上述局限性,本文提出了一种基于小样本训练的座头鲸歌曲单元合成方法。从海洋环境中采集的座头鲸歌曲单元中提取基频轮廓和线谱对,构建训练数据集。利用这些参数建立隐马尔可夫模型进行参数训练,得到隐马尔可夫模型各状态的概率密度函数。为了解决基频轮廓产生的高频抖动问题,提出了一种结合动态特征约束和变分模态分解去噪的参数生成方法,得到了更平滑的基频曲线。为了增强合成灵活性,提出了基于参数分布的状态持续时间修正和基频修正方法。最后,使用线性预测编码-音调声码器将生成的参数转换为时域波形。为了综合评价综合性能,建立了基于统计参数分析和t分布随机邻居嵌入的评价框架。仿真结果表明,与基于单哨声建模的传统方法相比,所提出的座头鲸鸣声单元合成系统具有更高的灵活性和相似性,最终提高了仿生应用的性能。
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引用次数: 0
Flow-induced dorso-ventral deformation enhances propulsive efficiency in flexible caudal fins. 流动诱导的背腹变形提高了柔性尾鳍的推进效率。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1088/1748-3190/ae39c0
Sushrut Kumar, Matthew J McHenry, Jung-Hee Seo, Rajat Mittal

Fish swim with flexible fins that stand in stark contrast to the rigid propulsors of engineered vehicles. Using numerical simulations of the dynamics of flow-structure interaction, we have found that dorso-ventral deformation in flexible caudal fins results in a 70% increase in efficiency of caudal fin swimmers compared to a rigid fin generating the same amount of thrust. By correlating fin deformation to the flow physics, we find that the greater power requirements of rigid fins can be largely attributed to their propensity to generate high-magnitude lateral forces. In contrast, flexible fins achieve high efficiency local-redirection of force where deformations orient pressure forces on the fin in fore-aft and dorso-ventral directions to reduce the power demand of generating thrust forces. These deformations occur at phases in the tail-beat cycle where the fin experiences large lateral velocities and pressure differentials and this reduces the net power expended by the flexible fins. In this way, the flexibility of a caudal fin offers a simple and elegant solution for efficient locomotion which does not require sensing, computation and control that might otherwise be provided by the nervous system of a fish or a computer within a underwater vehicle. These flow-induced dorso-ventral fin deformations therefore imbue a mechanical intelligence in these fins that provides propulsive advantages to caudal fin swimmers and they also offer solutions for efficient propulsion in engineered systems.

鱼用灵活的鳍游泳,这与工程车辆的刚性推进器形成鲜明对比。通过对流动-结构相互作用(FSI)动态的数值模拟,我们发现尾鳍的背-腹侧灵活性与产生相同推力的刚性鳍相比,尾鳍游泳者的效率提高了70%。通过比较鳍片的变形动力学和流体物理,我们发现刚性鳍片的更大功率需求很大程度上可归因于它们倾向于产生高强度的横向力。相比之下,柔性鳍实现了高效的局部力重定向,其中变形使鳍上的压力在前后和背腹方向上定向,以减少产生推力的功率需求。这些变形发生在尾拍循环的阶段,此时由于翅片和周围流动的机制而产生的大速度和压力差突出了这些优点。这样,尾鳍的灵活性为高效运动提供了一个简单而优雅的解决方案,它不需要由鱼的神经系统或水下航行器内的计算机提供的传感和计算控制。因此,由流-结构相互作用驱动的尾鳍变形对尾鳍游泳者的游泳很重要,它们也为机器人和其他工程中的高效推进提供了解决方案应用程序。
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引用次数: 0
Print, pattern, stick: low-cost gecko-inspired adhesives using embedded diffraction structures. 印刷,图案,粘:低成本壁虎灵感的粘合剂使用嵌入衍射结构。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-05 DOI: 10.1088/1748-3190/ae39bc
Motaz Hassan, Oluwafemi Fayomi, Joshua Faust, Ajay Mahajan

Gecko-inspired adhesives offer strong, reversible, and directionally tunable adhesion, yet fabrication methods often depend on cleanroom lithography or proprietary molds, limiting scalability and accessibility. This study presents a low-cost, modular fabrication strategy combining high-resolution digital light processing 3D printing with 1000 lines/mm optical diffraction gratings to create hierarchical elastomeric adhesives. The resulting structures feature macroscale micropillars and embedded sub-micron surface topography, enabling effective contact splitting without advanced microfabrication. Mechanical testing reveals a nonlinear increase in shear performance with contact area, with maximum shear forces exceeding 80 N at 103.2 cm2. Peel testing across varied angles and surface areas demonstrates anisotropic adhesion, with peak peel strength of 21.94 N and detachment energy of 3.88 Jm-2at a 30° peel angle for patch area of 103.2 cm2. A comparative cost analysis highlights the accessibility of this method, revealing a 10-100xreduction in fabrication cost relative to cleanroom and roll-to-roll-based techniques. This approach enables reproducible microstructure transfer, optical validation, and application-specific tunability, offering a practical, scalable pathway for bio-inspired adhesives in robotics, wall-climbing systems, and soft interface applications.

壁虱胶提供了强大的、可逆的、方向可调的附着力,但制造方法通常依赖于洁净室光刻或专有模具,限制了可扩展性和可及性。本研究提出了一种低成本、模块化的制造策略,将高分辨率数字光处理(DLP) 3D打印与1000线/mm光学衍射光栅相结合,以制造分层弹性粘合剂。由此产生的结构具有宏观微柱和嵌入的亚微米表面形貌,无需先进的微加工即可实现有效的接触分裂。力学试验表明,随着接触面积的增加,剪切性能呈非线性增长,在103.2 cm²处,最大剪切力超过80 N。不同角度和表面积的剥离测试显示出各向异性粘附,在30°剥离角下,斑块面积为103.2 cm²,峰值剥离强度为21.94 N,剥离能为3.88 J/m^2。对比成本分析强调了这种方法的可及性,揭示了与洁净室和卷对卷技术相比,制造成本降低了10-100倍。这种方法可以实现可重复的微观结构转移、光学验证和特定应用的可调性,为机器人、爬壁系统和软界面应用中的仿生粘合剂提供了一种实用的、可扩展的途径。
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引用次数: 0
A coupled framework for modeling fish schooling. 模拟鱼群的耦合框架。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-05 DOI: 10.1088/1748-3190/ae3c72
Xingyuan Mao, Zhiqian Xin, Xuewei Mao, Xin Li, Jiadong Wang, Jian Deng

This paper presents a coupled framework for simulating fish schooling, integrating social interactions through a self-propelled particle (SPP) model and flow dynamics via computational fluid dynamics (CFD). In the SPP model, the fish interact with a finite number of topologically defined neighbors, whereas in the CFD model, the fish follow the positions and orientations prescribed by the SPP model through undulatory motion. The undulatory kinematics are generated using a pre-trained deep reinforcement learning model from prior simulation data. Although the CFD trajectories do not exactly match those of the SPP model, they closely approximate them, providing a useful degree of flexibility that allows for physical realism while preserving computational efficiency. For example, in simulations of a minimal two-fish group, the trailing fish achieves stable locomotion through a slight side-slip, an emergent behavior not explicitly encoded in the SPP input. The model is further extended to large schools, demonstrating that group efficiency increases with the Reynolds number because of more favorable hydrodynamic interactions.

本文提出了一个松散耦合的框架来模拟鱼群,通过自推进粒子(SPP)模型整合社会互动,通过计算流体动力学(CFD)整合流动动力学。在SPP模型中,鱼与有限数量的拓扑定义邻居相互作用,而在CFD模型中,鱼通过波动运动遵循SPP模型规定的位置和方向。利用预先训练的深度强化学习模型从先前的仿真数据生成波动运动学。尽管CFD轨迹与SPP模型并不完全匹配,但它们非常接近SPP模型,在保持计算效率的同时,提供了一定程度的灵活性,允许物理真实感。例如,在一个最小的双鱼组的模拟中,尾随的鱼通过轻微的侧滑来实现稳定的运动,这是一种紧急行为,没有明确编码在SPP输入中。该模型进一步扩展到大型学校,表明群体效率随着雷诺数的增加而增加,因为更有利的水动力相互作用。
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引用次数: 0
Flow mechanisms and aerodynamic performance of perforated two-dimensional flapping wings. 二维穿孔扑翼的流动机理及气动性能。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-03 DOI: 10.1088/1748-3190/ae39c1
Dou Wang, Shuai Hao, Dengyu Wu, Minyu Liu, Haikun Xu

The presence of gaps between feathers is known to enhance the aerodynamic performance of birds during flapping flight. To investigate the underlying flow mechanisms of this phenomenon, we numerically investigate a two-dimensional zero-thickness flat-plate airfoil with a hinged perforation. The immersed boundary-lattice Boltzmann method is employed to simulate the flow over a zero-thickness flat-plate airfoil, where the hinge-representing a feather gap-is prescribed to open during the upstroke and close during the downstroke. The effects of the gap position, size, and maximum opening angle on aerodynamic performance are systematically analyzed. The results demonstrated that, within the studied parameter ranges, upward perforations increased the pressure differential near the leading edge, while downward perforations reduced it. However, hinge-related vortices generated downstream of the perforations partially offset these pressure differential effects. For downward perforations, optimal positioning, larger sizes, and greater maximum opening angles significantly improved the lift and lift efficiency. Upward perforations enhanced the aerodynamic performance only under restricted perforated conditions: positioning at a distance of 0.25 times the chord length from the leading edge, sizes of less than 0.2 times the chord length, and maximum opening angles of less than 30°. Downward perforations generally outperformed upward configurations in terms of lift and lift efficiency, making them preferable for engineering applications, though self-propulsion effects and three-dimensional flow interactions require further investigation. These findings provide insights for optimizing the perforation designs in micro-flapping-wing vehicles.

已知羽毛之间的间隙可以增强鸟类在拍打飞行时的空气动力学性能。为了研究这种现象的潜在流动机制,我们在数值上研究了一个带有铰链穿孔的二维零厚度平板翼型。浸入式边界晶格玻尔兹曼方法用于模拟零厚度平板翼型的流动,其中折页-代表羽毛间隙-规定在上冲程期间打开,在下冲程期间关闭。系统分析了气隙位置、气隙大小和最大开口角对气动性能的影响。结果表明,在所研究的参数范围内,向上射孔增大了前缘附近的压差,向下射孔减小了前缘附近的压差。然而,在射孔下游产生的与铰链相关的涡流部分抵消了这些压差效应。对于向下射孔,优化的定位、更大的尺寸和更大的最大开口角度显著提高了举升和举升效率。向上射孔仅在有限的射孔条件下才能提高气动性能:距离前缘0.25倍弦长,尺寸小于0.2倍弦长,最大开口角小于30°。在举升和举升效率方面,下行射孔通常优于上行射孔,这使得它们更适合工程应用,尽管自推进效应和三维流动相互作用需要进一步研究。这些发现为优化微型扑翼飞行器的射孔设计提供了新的思路。
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引用次数: 0
Stiffness enhanced reconfigurable soft hand for versatile stable grasps and in-hand manipulation. 刚度增强可重构软手的多功能稳定抓握和在手操作。
IF 3 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-03 DOI: 10.1088/1748-3190/ae2fa5
Qiujie Lu, Fang Zhang, Kelin Li, Xinran Wang, Zhuang Zhang, Zhongxue Gan

Traditional soft robotic grippers often lack the structural rigidity required to maintain stable poses under external forces, as well as the fine control and precision offered by rigid grippers or conventional robotic hands. These limitations are particularly significant in tasks requiring dexterous manipulation, such as in-hand manipulating objects. This paper proposes a bio-inspired spine mechanism capable of self-adapting to the variable length of the finger, thus increasing strength and stiffness without compromising the intrinsic compliance of soft fingers. A passive inflatable soft fingertip design is further introduced to enhance grasp stability. The performance of the proposed soft fingers mounted on a reconfigurable palm is evaluated through stiffness characterization, grasping tests, and in-hand manipulation demonstrations. Experiments show that the spine substantially increases both front and side stiffness and improves grasp stability under dynamic conditions. With the combined advantages of reconfigurable palm mechanism and the adaptive soft fingers, the proposed Soft Reconfigurable Hand achieves robust grasping and stable in-hand manipulations across diverse tasks.

传统的柔性机械手往往缺乏在外力作用下保持稳定姿态所需的结构刚度,以及刚性机械手或传统机械手所提供的精细控制和精度。这些限制在需要灵巧操作的任务中尤为重要,比如用手操作物体。本文提出了一种仿生脊柱机制,能够自适应手指的可变长度,从而增加强度和刚度,而不会损害柔软手指的固有顺应性。进一步引入被动式充气软指尖设计,提高抓握稳定性。通过刚度表征、抓握测试和手部操作演示来评估安装在可重构手掌上的软手指的性能。实验表明,在动态条件下,脊柱大大增加了前、侧刚度,提高了抓握稳定性。结合可重构手掌机构和自适应软手指的优势,提出的柔性可重构手在不同任务下实现鲁棒抓取和稳定的手操作。
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引用次数: 0
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Bioinspiration & Biomimetics
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