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Biomimetic swarm fission driven algorithm with preassigned target subgroup size.
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-01-29 DOI: 10.1088/1748-3190/adaff5
He Cai, Hao Wang, Zixin Bei, Dongkuan Zhou, Huanli Gao

Inspired by killer whale hunting strategies, this study presents a biomimetic algorithm for controlled subgroup fission in swarms. The swarm agents adopt the classic social force model with some practical modifications. The proposed algorithm consists of three phases: cluster selection phase via a constrained K-means algorithm, driven phase with strategic agent movement, including center pushing, coordinated oscillation, and flank pushing by specialized driven agents, and judgment phase confirming subgroup separation using the Kruskal algorithm. Simulation results confirm the algorithm's high success rate and efficiency in subgroup division, demonstrating its potential for advancing swarm-based technologies.

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引用次数: 0
Tailless control of a four-winged flapping-wing micro air vehicle with wing twist modulation. 翼扭调制的四翼扑翼微型飞行器无尾控制。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-01-29 DOI: 10.1088/1748-3190/adab52
Heetae Park, Seungkeun Kim, Jinyoung Suk

This paper describes the tailless control system design of a flapping-wing micro air vehicle in a four-winged configuration, which can provide high control authority to be stable and agile in flight conditions from hovering to maneuvering flights. The tailless control system consists of variable flapping frequency and wing twist modulation. The variable flapping frequency creates rolling moments through differential vertical force from flapping mechanisms that can be independently driven on the left and right sides. The wing twist modulation changes wing tension, resulting in vertical and horizontal force variations during one flap cycle and generating pitching and yaw moments. We presume that the wing geometry and implementation method of wing-root actuation are related to the control authority of wing twist modulation. Then, the control system's performance is analyzed for various wing geometries and implementation methods, including wing length, leading-edge thickness, camber angle, and vein configuration. Furthermore, the cross-coupling effect is examined for the wing twist modulation, and a control surface interconnect is designed to compensate for the decrease of pitch control authority and adverse rolling moment. The refined wing and control mechanism demonstrated its high control authority without significant loss of vertical force and power efficiency. The flight experiments validated that the control system based on wing twist modulation is suitable for four-winged flapping-wing micro air vehicles, providing sufficient control moment and minimizing the cross-coupling effect.

本文介绍了一种四翼扑翼微型飞行器的无尾控制系统设计,该系统能够提供高的控制权限,使飞行器从悬停到机动飞行过程中保持稳定和敏捷。无尾控制系统由变扑动频率和翼扭调制组成。可变的扑动频率通过来自左右两侧独立驱动的扑动机构的不同垂直力产生滚动力矩。翼扭调制改变翼张力,导致一个襟翼周期内垂直力和水平力的变化,产生俯仰力矩和偏航力矩。我们认为机翼的几何形状和翼根驱动的实现方式与机翼扭转调制的控制权限有关。然后,分析了不同机翼几何形状和实现方法下的控制系统性能,包括机翼长度、前缘厚度、弧度角和叶脉构型。此外,研究了交叉耦合效应对机翼扭扭调制的影响,并设计了控制面互连来补偿俯仰控制权限的减小和不利的滚转力矩。改进后的机翼和控制机构在不显著损失垂直力和动力效率的情况下显示出较高的控制权威。飞行实验验证了基于翼扭调制的四翼扑翼微型飞行器控制系统具有足够的控制力矩和最小的交叉耦合效应。
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引用次数: 0
Elephant-inspired tapered cable-driven hyper-redundant manipulator: design and performance analysis. 受大象启发的锥形电缆驱动超冗余机械手:设计和性能分析。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-01-24 DOI: 10.1088/1748-3190/ada907
Zhuo Chen, Hua Zhang, Xinbin Zhang, Jianwen Huo, Liguo Tan, Manlu Liu

The cable-driven hyper-redundant manipulator (CDHM), distinguished by its high flexibility and adjustable stiffness, is extensively utilized in confined and obstacle-rich environments such as aerospace and nuclear facilities. This paper introduces a novel CDHM inspired by the trunk of elephants, which changes the arm structure from cylindrical to conical. This alteration diminishes the arm's self-weight, reduces the moment arm of gravity, decreases the volume of the end joint, narrows the stroke of the driving cables, and boosts the maximum joint speed of the manipulator. Additionally, this study examines the impact of the manipulator's taper on its overall performance from both dynamic and kinematic perspectives. Finally, three prototype manipulators with varying tapers are confirmed, and tests are conducted on each manipulator's motion performance and cable tension. By comparing experimental data, the accuracy of the theoretical analysis and the rationality of the conical structure are confirmed. The results suggest that the proposed new configuration offers certain advantages in terms of cable stroke, joint speed and maximum driving force.

电缆驱动超冗余度机械臂(CDHM)以其高柔性和刚度可调的特点,广泛应用于航空航天和核设施等受限和多障碍物环境中。本文介绍了一种受大象躯干启发的新型CDHM,将手臂结构由圆柱形变为圆锥形。这种改变减小了机械手的自重,减小了力矩臂的重力,减小了末端关节的体积,缩小了驱动索的行程,提高了机械手的最大关节速度。此外,本研究从动力学和运动学的角度考察了机械手的锥度对其整体性能的影响。最后,确定了3个不同锥度的原型机械手,并对每个机械手的运动性能和索张力进行了测试。通过对比实验数据,验证了理论分析的准确性和锥形结构的合理性。结果表明,新结构在索行程、接头速度和最大驱动力方面具有一定的优势。
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引用次数: 0
Insect-inspired passive wing collision recovery in flapping wing microrobots. 扑翼微型机器人中受昆虫启发的被动机翼碰撞恢复。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-01-24 DOI: 10.1088/1748-3190/ada906
Zixuan Li, Long Cui, Hongwei Wang, Feng Zhang, Zhaoming Liu, Geng Wang

Flying insects have developed two distinct adaptive strategies to minimize wing damage during collisions. One strategy includes an elastic joint at the leading edge, which is evident in wasps and beetles, while another strategy features an adaptive and deformable leading edge, as seen in bumblebees and honeybees. Inspired by the latter, a novel approach has been developed for improving collision recovery in micro aerial vehicles (MAVs) by mimicking the principle of stiffness anisotropy present in the leading edges of these insects. This study introduces a passive, flexible, folding wing design with adaptive leading edges. The impact of these adaptive folding leading edges on the flight performance of flapping-wing MAVs was systematically evaluated. Variations in lift generation and obstacle-crossing capabilities between rigid wings and adaptive deformable wings were quantified. Additionally, the mechanical stiffness of the wings was assessed to validate their functional effectiveness. The proposed mechanism was incorporated into the wings of a dual-layer flapping-wing robot, which demonstrated successful flight recovery after collision. The experimental results indicate that a robot with a 30 cm wingspan can effectively traverse a gap of 16.2 cm during flight, thereby demonstrating its enhanced ability to overcome collision challenges. These findings underscore the potential of adaptive wing designs in enhancing the resilience and performance of MAVs in dynamic environments.

飞虫已经发展出两种不同的适应策略来减少碰撞时翅膀的损伤。一种策略包括前缘的弹性关节,这在黄蜂和甲虫中很明显,而另一种策略具有适应性和可变形的前缘,正如在大黄蜂和蜜蜂中看到的那样。受后者的启发,通过模仿这些昆虫前缘存在的刚度各向异性原理,开发了一种新的方法来改善微型飞行器(MAVs)的碰撞恢复。本研究介绍了一种具有自适应前缘的被动、柔性、折叠机翼设计。系统评价了这些自适应折叠前缘对扑翼飞行器飞行性能的影响。对刚性机翼和自适应变形机翼在升力产生和过障能力方面的差异进行了量化。此外,对机翼的机械刚度进行了评估,以验证其功能有效性。将该机构应用于一种双层扑翼机器人的机翼上,并成功实现了碰撞后的飞行恢复。实验结果表明,30 cm翼展的机器人在飞行过程中可以有效穿越16.2cm的间隙,从而证明了其克服碰撞挑战的能力增强。这些发现强调了自适应机翼设计在提高自动驾驶飞机在动态环境中的弹性和性能方面的潜力。
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引用次数: 0
Bio-inspired interlocking metasurfaces.
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-01-23 DOI: 10.1088/1748-3190/adadbb
Ophelia Bolmin, Philip Noell, Brad Boyce

Interlocking metasurfaces (ILMs) are patterned arrays of mating features that enable the joining of bodies by constraining motion and transmitting force. They offer an alternative to traditional joining solutions such as mechanical fasteners, welds, and adhesives. This study explores the development of bio-inspired ILMs using a problem-driven bioinspired design (BID) framework. We develop a taxonomy of attachment solutions that considers both biological and engineered systems and derive conventional design principles for ILM design. We develop two engineering implementations to demonstrate concept development using the taxonomy and ILM conventional design principle through the BID framework: one for rapidly assembled bridge truss members and another for modular microrobots. These implementations highlight the potential of BID to enhance performance, functionality, and tunability in ILMs.

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引用次数: 0
Aerodynamic analysis of complex flapping motions based on free-flight biological data. 基于自由飞行生物学数据的复杂扑动气动分析。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-01-21 DOI: 10.1088/1748-3190/ada85c
Yishi Shen, Yi Xu, Shi Zhang, Tianyi Chen, Weimin Huang, Qing Shi

The wings of birds contain complex morphing mechanisms that enable them to perform remarkable aerial maneuvers. Wing morphing is often described using five wingbeat motion parameters: flapping, bending, folding, sweeping, and twisting. However, the specific impact of these motions on the aerodynamic performance of wings throughout the wingbeat cycle, and their potential to inform engineering applications, remains insufficiently explored. To bridge this gap and better incorporate the properties of coupled motions into the design of biomimetic aircraft, we present a numerical investigation of four flapping-based coupled motions during different flight phases (i.e. take-off, level flight, and landing) using a pigeon-like airfoil model. The wingbeat motion data for these four coupled motions were based on real flying pigeons and divided into: flap-bending, flap-folding, flap-sweeping, and flap-twisting. We used computational fluid dynamic simulations to study the effects of these coupled motions on the flow field, generation of transient aerodynamic forces, and work done by different motions on flapping. It was found that, first, the flap-bending motion causes unstable changes in the effective angle of attack (AoA), which affects the attachment of the leading-edge vortex (LEV), thereby producing more lift at smaller bending angles. Next, the flap-folding motion causes the LEV to attach to the wing earlier and regulates the detachment of vortices. Significant changes in the folding angle are used to influence lift generation and the flap-sweeping motion has minimal effect on the flow field structure across the three flight phases. Finally, flap-twisting motion leads to notable changes in the effective AoA, allowing for dynamic adjustments to control aerodynamics at different stroke stages, resulting in less drag during take-off and more drag during landing. This study enhances the understanding of the aerodynamic performance of bird with coupled motions in different flight phases and provides theoretical guidance for the design of bionic flapping-wing aircraft with multi-degree-of-freedom wings.

鸟类的翅膀包含复杂的变形机制,使它们能够进行非凡的空中动作。机翼变形通常用五种振翼运动参数来描述:扑翼、弯曲、折叠、扫掠和扭转。然而,由于缺乏真实的鸟类飞行数据,对这些耦合运动的气动特性的深入研究仍然很少。为了更好地将耦合运动的特性应用到仿生飞机的设计中,我们对四种基于扑翼的耦合运动在不同的飞行阶段进行了数值研究。E,起飞,水平飞行和着陆)在一个鸽子状的翅膀模型。这四种耦合运动的翼拍运动数据以真实的鸽子为基础,分为翼折、翼折、翼扫和翼扭四种。利用计算流体动力学模拟研究了这些耦合运动对流场的影响、瞬态气动力的产生以及耦合运动对扑动所做的功。研究发现:首先,襟翼弯曲运动引起有效迎角(AOA)的不稳定变化,影响前缘涡(LEV)的附着,从而在较小的弯曲角下产生较大的升力;其次,襟翼折叠运动使LEV更早地附着在机翼上,并调节旋涡的脱离。折叠角的显著变化被用来影响升力的产生。掠翼运动对三个飞行阶段的流场结构影响最小。最后,襟翼扭转运动导致有效AOA的显著变化,允许在不同冲程阶段进行动态调整来控制空气动力学,从而在起飞时减少阻力,在着陆时增加阻力。该研究增强了对鸟类不同飞行阶段耦合运动气动性能的认识,为多自由度仿生扑翼飞机的设计提供理论指导。
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引用次数: 0
Simulating fish autonomous swimming behaviours using deep reinforcement learning based on Kolmogorov-Arnold Networks. 基于Kolmogorov-Arnold网络的深度强化学习模拟鱼类自主游泳行为。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-01-16 DOI: 10.1088/1748-3190/ada59c
Tao Li, Chunze Zhang, Guibin Zhang, Qin Zhou, Ji Hou, Wei Diao, Wanwan Meng, Xujin Zhang

The study of fish swimming behaviours and locomotion mechanisms holds significant scientific and engineering value. With the rapid advancements in artificial intelligence, a new method combining deep reinforcement learning (DRL) with computational fluid dynamics has emerged and been applied to simulate the fish's adaptive swimming behaviour, where the complex fish behaviour is decoupled to focus on the fish's response to the hydrodynamic field, and the simulation is driven by reward-based objectives to model the fish's swimming behaviour. However, the scale of this cross-disciplinary method is directly affected by the efficiency of the DRL model. To promote it to more general application scenarios, there is a pressing need for further research on more efficient and economical network architectures to address the challenge of approximating state-value function in high-dimensional, dynamic, and uncertain environments. Building upon a previously proposed computational platform for the simulation of fish autonomous swimming behaviour, we integrated Kolmogorov-Arnold Networks(KANs) and tested their performance in point-to-point swimming and Kármán gait swimming environments. Experimental results demonstrated that, compared to long short-term memory Networks(LSTMs) and multilayer perceptron networks(MLPs), the introduction of KANs significantly enhanced the perception and decision-making abilities of the intelligent fish in complex fluid environments. With a smaller network scale, in the point-to-point swimming case, KANs effectively approximated the state-value function, achieving average reward improvements of up to 88.0% and 94.1% over MLPs and LSTMs networks, respectively, and increased by 766.7% and 105.6% in the Kármán gait swimming case. Under comparable network sizes, the intelligent fish with KANs exhibited faster learning capabilities and more stable swimming performance in complex fluid settings.

鱼类游泳行为和运动机制的研究具有重要的科学和工程价值。随着人工智能的快速发展,一种将深度强化学习(DRL)与计算流体动力学(CFD)相结合的新方法已经出现,并被应用于模拟鱼类等高等生物的自主行为。然而,这种跨学科方法的规模直接受到DRL模型效率的影响。为了将其推广到更广泛的应用场景,迫切需要进一步研究更高效、更经济的网络架构,以解决在高维、动态和不确定环境中逼近状态值函数的挑战。基于先前提出的模拟鱼类自主游泳行为的计算平台,我们集成了KANs并测试了它们在点对点游泳和Kármán步态游泳环境中的性能。实验结果表明,与lstm和mlp网络相比,KANs的引入显著提高了智能鱼在复杂流体环境中的感知和决策能力。在更小的网络规模下,在点对点游泳情况下,KANs有效地逼近了状态值函数,比mlp和LSTMs网络分别获得了高达88.0%和94.1%的平均奖励改进,在Kármán步态游泳情况下分别增加了766.7%和105.6%。在相同的网络规模下,具有KANs的智能鱼在复杂的流体环境中表现出更快的学习能力和更稳定的游泳表现。
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引用次数: 0
Research on the movement pattern and kinematic model of the hindlegs of the water boatman. 水上划艇人后腿运动方式及运动学模型研究。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-01-06 DOI: 10.1088/1748-3190/ada1b9
Shuai Shi, Fuchun Yang, Shulong Fan, Zhuang Xu

The special hindleg structure and swimming setae of a water boatman give it a high degree of maneuverability, which plays an important role in swimming. This paper used a high-speed photography platform to extract key points from videos, obtaining the forward and turning movement patterns of the water boatman's hindlegs, as well as the transformation patterns of the setae. A Fourier series was used to establish the movement models of each hindleg joint, and a kinematic model of the hindlegs was established to study the continuous movement characteristics of the hindlegs. This paper provides basic data and theoretical support for the design of underwater bio-inspired robots.

水艇特殊的后腿结构和游泳刚毛使其具有高度的机动性,在游泳中起着重要的作用。本文利用高速摄影平台从视频中提取关键点,得到了划艇人后腿前进和转身的运动模式,以及刚毛的变换模式。采用傅立叶级数建立了后腿各关节的运动模型,建立了后腿的运动学模型,研究了后腿的连续运动特性。本文为水下仿生机器人的设计提供了基础数据和理论支持。
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引用次数: 0
Fluidic feedback for soft actuators: an electronic-free system for sensing and control. 软执行器的流体反馈:一种传感和控制的无电子系统。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-12-27 DOI: 10.1088/1748-3190/ad9f02
Shuyu Wang, Haiqian Zhen, Shuaiyang Duan, Xiaopeng Sha

The field of pneumatic soft robotics is on the rise. However, most pneumatic soft robots still heavily rely on rigid valves and conventional electronics for control, which detracts from their natural flexibility and adaptability. Efforts have focused on substituting electronic controllers with pneumatic counterparts to address this limitation. Despite significant progress, contemporary soft control systems still face considerable challenges, as they predominantly depend on pre-programmed commands instead of real-time sensory feedback. To confront these challenges, we propose an electronic-free soft actuator system capable of achieving basic sensorimotor behaviors. The soft actuator employs a fluidic strain sensor to obtain proprioception, detecting changes in air impedance resulting from stretching and compression. Integration of this sensor with a pneumatic valve enables the soft actuator possessing basic sensing and control capabilities. Drawing inspiration from the somatosensory and neuromuscular systems found in biological organisms, we implement both open-loop and closed-loop motion modes using different connection configurations. They facilitate cyclic movement and sensory feedback-regulated motion control using 'material intelligence'. We envisage that this system has the potential to expand to accommodate multiple limbs, thereby pioneering the development of fully fluidic soft robots.

气动软机器人领域正在兴起。然而,大多数气动软机器人仍然严重依赖刚性阀门和传统电子设备进行控制,这削弱了它们天然的灵活性和适应性。努力集中在用气动控制器替代电子控制器来解决这一限制。尽管取得了重大进展,但当代软控制系统仍然面临着相当大的挑战,因为它们主要依赖于预编程命令,而不是实时感官反馈。为了应对这些挑战,我们提出了一种能够实现基本感觉运动行为的无电子软执行器系统。软致动器采用流体应变传感器获得本体感受,检测拉伸和压缩引起的空气阻抗变化。该传感器与气动阀的集成使软执行器具有基本的传感和控制能力。从生物有机体中发现的体感和神经肌肉系统中获得灵感,我们使用不同的连接配置实现开环和闭环运动模式。它们使用“材料智能”促进循环运动和感官反馈调节运动控制。我们设想这个系统有可能扩展到容纳多个肢体,从而开创全流体软机器人的发展。
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引用次数: 0
Stability and agility trade-offs in spring-wing systems. 弹簧翼系统的稳定性和灵活性权衡。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-12-23 DOI: 10.1088/1748-3190/ad9535
James Lynch, Ethan S Wold, Jeff Gau, Simon Sponberg, Nick Gravish

Flying insects are thought to achieve energy-efficient flapping flight by storing and releasing elastic energy in their muscles, tendons, and thorax. However, 'spring-wing' flight systems consisting of elastic elements coupled to nonlinear, unsteady aerodynamic forces present possible challenges to generating stable and responsive wing motion. The energetic efficiency from resonance in insect flight is tied to the Weis-Fogh number (N), which is the ratio of peak inertial force to aerodynamic force. In this paper, we present experiments and modeling to study how resonance efficiency (which increases withN) influences the control responsiveness and perturbation resistance of flapping wingbeats. In our first experiments, we provide a step change in the input forcing amplitude to a series-elastic spring-wing system and observe the response time of the wing amplitude increase. In our second experiments we provide an external fluid flow directed at the flapping wing and study the perturbed steady-state wing motion. We evaluate both experiments across Weis-Fogh numbers from1

飞行昆虫被认为是通过在肌肉、肌腱和胸部储存和释放弹性能量来实现高能效的拍打飞行的。然而,由弹性元件与非线性、不稳定空气动力耦合组成的 "弹簧翼 "飞行系统在产生稳定、灵敏的翅膀运动方面也可能面临挑战。昆虫飞行中共振产生的能量效率用魏斯-福格数(N)来衡量,即惯性力峰值与空气动力之比。在本文中,我们通过实验和建模来研究共振效率(随 N 值增加)如何影响拍打翅膀的控制响应性和抗干扰性。在第一项实验中,我们对串联弹性弹翼系统的输入强迫振幅进行了阶跃变化,并观察了翼振幅增加的响应时间。在第二个实验中,我们向拍打翼提供外部流体流,并研究扰动稳态翼运动。我们对魏斯-福格数从 1 < N < 10 的两个实验进行了评估。结果表明,随着 Weis-Fogh 数的增加,为实现最大能量效率而设计的弹簧翼系统在灵活性和稳定性方面也会出现折衷。我们的研究结果表明,在共振弹簧翼系统中,能量效率和翼的机动性是相互冲突的,这表明机械共振会对昆虫的飞行控制和稳定性产生影响。
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引用次数: 0
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