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Encoding spatiotemporal asymmetry in artificial cilia with a ctenophore-inspired soft-robotic platform. 用栉水母启发的软机器人平台编码人工纤毛的时空不对称性。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-20 DOI: 10.1088/1748-3190/ad791c
David J Peterman, Margaret L Byron

A remarkable variety of organisms use metachronal coordination (i.e. numerous neighboring appendages beating sequentially with a fixed phase lag) to swim or pump fluid. This coordination strategy is used by microorganisms to break symmetry at small scales where viscous effects dominate and flow is time-reversible. Some larger organisms use this swimming strategy at intermediate scales, where viscosity and inertia both play important roles. However, the role of individual propulsor kinematics-especially across hydrodynamic scales-is not well-understood, though the details of propulsor motion can be crucial for the efficient generation of flow. To investigate this behavior, we developed a new soft robotic platform using magnetoactive silicone elastomers to mimic the metachronally coordinated propulsors found in swimming organisms. Furthermore, we present a method to passively encode spatially asymmetric beating patterns in our artificial propulsors. We investigated the kinematics and hydrodynamics of three propulsor types, with varying degrees of asymmetry, using Particle Image Velocimetry and high-speed videography. We find that asymmetric beating patterns can move considerably more fluid relative to symmetric beating at the same frequency and phase lag, and that asymmetry can be passively encoded into propulsors via the interplay between elastic and magnetic torques. Our results demonstrate that nuanced differences in propulsor kinematics can substantially impact fluid pumping performance. Our soft robotic platform also provides an avenue to explore metachronal coordination at the meso-scale, which in turn can inform the design of future bioinspired pumping devices and swimming robots.

多种多样的生物利用元协调(即众多相邻附肢以固定的相位滞后顺序跳动)来游泳或泵送流体。在粘性效应占主导地位、流动具有时间可逆性的小尺度范围内,微生物利用这种协调策略来打破对称性。一些较大的生物体在中间尺度上使用这种游动策略,此时粘度和惯性都发挥重要作用。然而,单个推进器运动学的作用--尤其是在流体动力尺度上的作用--还没有得到很好的理解,尽管推进器运动的细节对于有效地产生流动至关重要。为了研究这种行为,我们开发了一种新型软机器人平台,使用磁活性硅树脂弹性体来模仿游泳生物中的元协调推进器。此外,我们还提出了一种在人造推进器中被动编码空间不对称跳动模式的方法。我们利用粒子图像测速仪和高速摄像技术研究了具有不同程度不对称的三种推进器的运动学和流体力学。我们发现,在频率和相位滞后相同的情况下,非对称跳动模式比对称跳动模式能移动更多的流体,而且非对称可以通过弹性和磁力矩之间的相互作用被动地编码到推进器中。我们的研究结果表明,推进器运动学的细微差别会对流体泵送性能产生重大影响。我们的软机器人平台还为探索中观尺度的元协调提供了一个途径,这反过来又能为未来生物启发的泵设备和游泳机器人的设计提供信息。
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引用次数: 0
Propulsive efficiency of spatiotemporally asymmetric oscillating appendages at intermediate Reynolds numbers. 中等雷诺数下时空不对称振荡附肢的推进效率。
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.1088/1748-3190/ad7abf
Adrian Herrera-Amaya,Margaret L Byron
Many organisms use flexible appendages for locomotion, feeding, and other functional behaviors. The efficacy of these behaviors is determined in large part by the fluid dynamics of the appendage interacting with its environment. For oscillating appendages at low Reynolds numbers, viscosity dominates over inertia, and appendage motion must be spatially asymmetric to generate net flow. At high Reynolds numbers, viscous forces are negligible and appendage motion is often also temporally asymmetric, with a fast power stroke and a slow recovery stroke; such temporal asymmetry does not affect the produced flow at low Reynolds numbers. At intermediate Reynolds numbers, both viscous and inertial forces play non-trivial roles---correspondingly, both spatial and temporal asymmetry can strongly affect overall propulsion. Here we perform experiments on three robotic paddles with different material flexibilities and geometries, allowing us to explore the effects of motion asymmetry (both spatial and temporal) on force production. We show how a flexible paddle's time-varying shape throughout the beat cycle can reorient the direction of the produced force, generating both thrust and lift. We also evaluate the propulsive performance of the paddle by introducing a new quantity, which we term "integrated efficiency". This new definition of propulsive efficiency can be used to directly evaluate an appendage's performance independently from full-body swimming dynamics. Use of the integrated efficiency allows for accurate performance assessment, generalization, and comparison of oscillating appendages in both robotic devices and behaving organisms. Finally, we show that a curved flexible paddle generates thrust more efficiently than a straight paddle, and produces spatially asymmetric motion---thereby improving performance---without the need for complex actuation and controls, opening new avenues for bioinspired technology development.
许多生物利用灵活的附肢进行运动、进食和其他功能行为。这些行为的效果在很大程度上取决于附肢与其环境相互作用的流体动力学。对于低雷诺数下的摆动附肢,粘滞性比惯性占优势,附肢运动必须在空间上不对称才能产生净流。在高雷诺数下,粘滞力可以忽略不计,附肢运动通常也是时间不对称的,动力冲程快,恢复冲程慢;在低雷诺数下,这种时间不对称不会影响产生的流动。在中等雷诺数时,粘性力和惯性力都起着非同小可的作用--相应地,空间和时间的不对称会对整体推进力产生强烈影响。在这里,我们对三种具有不同材料柔性和几何形状的机器人桨进行了实验,从而探索了运动不对称(空间和时间)对力产生的影响。我们展示了柔性桨在整个节拍周期中随时间变化的形状如何调整产生力的方向,从而产生推力和升力。我们还通过引入一个新量(我们称之为 "综合效率")来评估桨的推进性能。这种推进效率的新定义可用于直接评估附属装置的性能,而不受全身游泳动力学的影响。使用综合效率可以对机器人装置和行为生物的摆动附肢进行准确的性能评估、归纳和比较。最后,我们展示了弯曲的柔性桨比直的桨更有效地产生推力,并产生空间不对称运动--从而提高性能--而不需要复杂的驱动和控制,这为生物启发技术的发展开辟了新途径。
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引用次数: 0
Comparison of feed-forward control strategies for simplified vertical hopping model with intrinsic muscle properties. 具有内在肌肉特性的简化垂直跳跃模型的前馈控制策略比较。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-12 DOI: 10.1088/1748-3190/ad7345
Dóra Patkó, Ambrus Zelei

To analyse walking, running or hopping motions, models with high degrees of freedom are usually used. However simple reductionist models are advantageous within certain limits. In a simple manner, the hopping motion is generally modelled by a spring-mass system, resulting in piecewise smooth dynamics with marginally stable periodic solutions. For a more realistic behaviour, the spring is replaced by a variety of muscle models due to which asymptotically stable periodic motions may occur. The intrinsic properties of the muscle model, i.e. preflexes, are usually taken into account in three complexities-constant, linear and Hill-type. In this paper, we propose a semi-closed form feed-forward control which represents the muscle activation and results in symmetrical hopping motion. The research question is whether hopping motions with symmetric force-time history have advantages over asymmetric ones in two aspects. The first aspect is its applicability for describing human motion. The second aspect is related to robotics where the efficiency is expressed in term of performance measures. The symmetric systems are compared with each other and with those from the literature using performance measures such as hopping height, energetic efficiency, stability of the periodic orbit, and dynamical robustness estimated by the local integrity measure (LIM). The paper also demonstrates that the DynIn MatLab Toolbox that has been developed for the estimation of the LIM of equilibrium points is applicable for periodic orbits.

要分析行走、跑步或跳跃运动,通常要使用高自由度模型。不过,简单的简化模型在一定范围内也有优势。简单来说,跳跃运动一般由弹簧-质量系统建模,从而产生具有边际稳定周期解的片断平滑动力学。为了获得更逼真的行为,可以用各种肌肉模型来代替弹簧,从而产生渐近稳定的周期性运动。肌肉模型的固有特性,即前反射,通常在恒定、线性和希尔型三种复杂性中得到考虑。研究的问题是对称力-时间历程的跳跃运动是否在两个方面比不对称的跳跃运动更有优势。第一个方面是它在描述人体运动方面的适用性。第二个方面与机器人学有关,效率用性能指标来表示。本文使用跳转高度、能量效率、周期轨道的稳定性以及由局部完整性度量(LIM)估算的动态鲁棒性等性能指标,对对称系统进行了相互比较,并与文献中的系统进行了比较。论文还证明,为估算平衡点 LIM 而开发的 DynIn MatLab 工具箱适用于周期轨道。
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引用次数: 0
Modelling human postural stability and muscle activation augmented by a supernumerary robotic tail. 利用编外机器人尾巴模拟人体姿势稳定性和肌肉激活。
IF 3.4 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-11 DOI: 10.1088/1748-3190/ad79d0
Sajeeva Abeywardena,Zaheer Osman,Ildar Farkhatdinov
Wearable robots have promising characteristics for human augmentation; however, the the design and specification stage needs to consider biomechanical impact. In this work, musculoskeletal software is used to assess the biomechanical implications of having a two-degrees-of-freedom supernumerary robotic tail mounted posterior to the human trunk. Forward and backward tilting motions were assessed to determine the optimal design specification. Specifically; the key criteria utilised included the centre of pressure, the dynamic wrench exerted by the tail onto the human body and a global muscle activation index. Overall, it was found that use of a supernumerary tail reduced lower limb muscle activation in quiet stance. Furthermore, the optimal design specification required a trade-off between the geometric and inertial characteristics, and the amount of muscle assistance provided by the tail to facilitate safe physical Human-Robot interaction. .
可穿戴机器人具有增强人体功能的良好特性,但在设计和规范阶段需要考虑生物力学影响。在这项工作中,使用了肌肉骨骼软件来评估安装在人体躯干后部的两自由度编外机器人尾巴对生物力学的影响。对前后倾斜运动进行了评估,以确定最佳设计规格。具体来说,采用的关键标准包括压力中心、尾部对人体施加的动态扳手以及整体肌肉激活指数。总之,研究发现,使用编外尾部可减少安静站立时下肢肌肉的激活。此外,最佳设计规格需要在几何和惯性特征以及尾部提供的肌肉辅助量之间进行权衡,以促进人与机器人的安全物理互动。
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引用次数: 0
Validated 3D finite-element model of the Risso's dolphin (Grampus griseus) head anatomy demonstrates gular sound reception and channelling through the mandibular fats. 经过验证的里斯索氏海豚(Grampus griseus)头部解剖三维有限元模型展示了颌下脂肪对声音的接收和引导。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-04 DOI: 10.1088/1748-3190/ad7344
Chong Wei, Christine Erbe, Adam B Smith, Wei-Cheng Yang

Like other odontocetes, Risso's dolphins actively emit clicks and passively listen to the echoes during echolocation. However, the head anatomy of Risso's dolphins differs from that of other odontocetes by a unique vertical cleft along the anterior surface of the forehead and a differently-shaped lower jaw. In this study, 3D finite-element sound reception and production models were constructed based on computed tomography (CT) data of a deceased Risso's dolphin. Our results were verified by finding good agreement with experimental measurements of hearing sensitivity. Moreover, the acoustic pathway for sounds to travel from the seawater into the dolphin's tympanoperiotic complexes (TPCs) was computed. The gular reception mechanism, previously discovered inDelphinus delphisandZiphius cavirostris, was also found in this species. The received sound pressure levels and relative displacement at TPC surfaces were compared between the cases with and without the mandibular fats or mandible. The results demonstrate a pronounced wave-guiding role of the mandibular fats and a limited bone-conductor role of the mandible. For sound production modelling, we digitally filled the cleft with neighbouring soft tissues, creating a hypothetical 'cleftless' head. Comparison between sound travelling through a 'cleftless' head vs. an original head indicates that the distinctive cleft plays a limited role in biosonar sound propagation.

与其他齿鲸一样,利索氏海豚在回声定位过程中会主动发出咔嗒声,并被动倾听回声。然而,利索海豚的头部解剖结构与其他齿鲸不同,前额前表面有一条独特的垂直裂缝,下颌的形状也不同。在这项研究中,我们根据一条死亡的利索海豚的 CT 数据构建了三维有限元声音接收和产生模型。我们的研究结果与听觉灵敏度的实验测量结果非常吻合。此外,我们还计算了声音从海水进入海豚鼓室的声学路径。之前在海豚(Delphinus delphis)和笛鲷(Ziphius cavirostris)身上发现的咽鼓管接收机制在该物种身上也被发现。比较了有下颌襞或下颌骨和没有下颌襞的情况下 TPC 表面的接收声压级和相对位移。结果表明,下颌脂肪具有明显的导波作用,而下颌骨的导骨作用有限。为了制作声音模型,我们用邻近的软组织对裂隙进行了数字化填充,创建了一个假想的 "无裂隙 "头部。通过比较声音在 "无裂隙 "头部和原始头部中的传播情况,我们发现明显的裂隙在生物声纳声音传播中的作用有限。
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引用次数: 0
Fish-inspired tracking of underwater turbulent plumes. 鱼类受启发追踪水下湍流羽流。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-03 DOI: 10.1088/1748-3190/ad7181
Peter Gunnarson, John O Dabiri

Autonomous ocean-exploring vehicles have begun to take advantage of onboard sensor measurements of water properties such as salinity and temperature to locate oceanic features in real time. Such targeted sampling strategies enable more rapid study of ocean environments by actively steering towards areas of high scientific value. Inspired by the ability of aquatic animals to navigate via flow sensing, this work investigates hydrodynamic cues for accomplishing targeted sampling using a palm-sized robotic swimmer. As proof-of-concept analogy for tracking hydrothermal vent plumes in the ocean, the robot is tasked with locating the center of turbulent jet flows in a 13,000-liter water tank using data from onboard pressure sensors. To learn a navigation strategy, we first implemented RL on a simulated version of the robot navigating in proximity to turbulent jets. After training, the RL algorithm discovered an effective strategy for locating the jets by following transverse velocity gradients sensed by pressure sensors located on opposite sides of the robot. When implemented on the physical robot, this gradient following strategy enabled the robot to successfully locate the turbulent plumes at more than twice the rate of random searching. Additionally, we found that navigation performance improved as the distance between the pressure sensors increased, which can inform the design of distributed flow sensors in ocean robots. Our results demonstrate the effectiveness and limits of flow-based navigation for autonomously locating hydrodynamic features of interest.

自主海洋探测车已开始利用机载传感器测量盐度和温度等水特性,实时定位海洋特征。这种有针对性的采样策略能够主动转向具有高科学价值的区域,从而更快速地研究海洋环境。受水生动物通过水流感应导航能力的启发,这项工作研究了使用手掌大小的机器人游泳器完成定向采样的流体动力线索。作为在海洋中追踪热液喷口羽流的概念验证类比,机器人的任务是利用机载压力传感器的数据,在一个 13000 升的水箱中定位湍流喷射流的中心。为了学习导航策略,我们首先在机器人在湍流喷射附近导航的模拟版本上实施了 RL。经过训练后,RL 算法发现了一种有效的喷流定位策略,即通过机器人两侧的压力传感器感应到的横向速度梯度来定位喷流。在物理机器人上实施这种梯度跟踪策略后,机器人成功定位湍流羽流的速度是随机搜索速度的两倍多。此外,我们还发现,随着压力传感器之间距离的增加,导航性能也会提高,这为海洋机器人分布式流量传感器的设计提供了参考。我们的研究结果证明了基于流的导航在自主定位感兴趣的水动力特征方面的有效性和局限性。
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引用次数: 0
Variable stiffness performance analysis of layer jamming actuator based on bionic adhesive flaps. 基于仿生粘合剂瓣片的层干扰致动器的可变刚度性能分析。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-30 DOI: 10.1088/1748-3190/ad70e9
Liangzhi Ye, Linsen Xu, Zhihuan Wang, Lisheng Wang, Huan Mei, Tao Wu

Soft actuators made of soft materials cannot generate precisely efficient output forces compared to rigid actuators. It is a promising strategy to equip soft actuators with variable stiffness modules of layer jamming mechanism, which could increase their stiffness as needed. Inspired by the gecko's the array of setae, bionic adhesive flaps with inclined micropillars are applied in layer jamming mechanism. In this paper, after the manufacturing process of the layer jamming actuator based on the bionic adhesive flaps is described, the equivalent stiffness models of the whole actuator are established in the unjammed and jammed states. And the shear adhesive force of a single micropillar is calculated based on the Kendall viscoelastic band model. The finite element simulation results of two bionic adhesive flaps show that the interlaminar shear stress and stiffness increase with the increase of pressure. The measurement of shear adhesive force show that the critical shear adhesive force of the bionic adhesive material is 3.2 times that of polyethylene terephthalate (PET) material, and exhibit the ability of anisotropic adhesion behavior. The variable stiffness performance of the layer jamming actuator based on bionic adhesive flaps is evaluated by three test methods, and the max stiffness reaches 8.027 N mm-1, which is 1.5 times higher than the stiffness of the layer jamming actuator based on the PET flaps. All results of simulation and experiment effectively verify the validity and superiority of applying the bionic adhesive flaps to the layer jamming mechanism to enhance the stiffness.

与刚性致动器相比,由软材料制成的软致动器无法产生精确有效的输出力。为软促动器配备可变刚度的层间干扰机制模块是一种很有前途的策略,它可以根据需要增加软促动器的刚度。受壁虎刚毛阵列的启发,带有倾斜微柱的仿生粘合瓣被应用于层干扰机构中。本文在描述了基于仿生粘合剂瓣片的层卡紧致动器的制造过程后,建立了整个致动器在未卡紧和卡紧状态下的等效刚度模型。并根据肯德尔粘弹性带模型计算了单个微柱的剪切粘附力。两个仿生粘合瓣的有限元模拟结果表明,层间剪应力和刚度随着压力的增加而增加。剪切粘附力的测量结果表明,仿生粘合材料的临界剪切粘附力是聚对苯二甲酸乙二酯(PET)材料的 3.2 倍,并表现出各向异性的粘附行为能力。通过三种测试方法评估了基于仿生粘合剂瓣片的层间干扰致动器的可变刚度性能,其最大刚度达到 8.027 N mm-1,是基于 PET 瓣片的层间干扰致动器刚度的 1.5 倍。所有模拟和实验结果都有效地验证了将仿生粘合剂襟翼应用于层卡紧机构以提高刚度的有效性和优越性。
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引用次数: 0
Bioinspired deformation computational design method for muscle-driven soft robots using MPM. 使用 MPM 的肌肉驱动软机器人生物启发变形计算设计方法
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-29 DOI: 10.1088/1748-3190/ad7081
Ying Yin, Mo Cheng, Zhiwei Li, Yisheng Guan, Manjia Su

In order to adapt to complex and changing environments, animals have a wide variety of locomotor forms, which has inspired the investigation of their deformation and driving mechanisms. In this paper, we propose a computational design method for muscle-driven soft robots to satisfy desired deformations, aiming to mimic the deformation behavior of muscle-driven animals in nature. In this paper, we generate the ideal muscle-driven layout for the soft robot by inputting an initial shape and a desired shape, so that it can closely achieve the desired deformation. The material point method is utilized to simulate the soft medium so as to achieve the effect of coupling and coordinated deformation of arbitrary shapes. Our method efficiently searches for muscle layouts corresponding to various deformations and realizes the deformation behaviors of a variety of bio-inspired robots, including soft robots such as bionic snakes, frogs, and human faces. Experimental results show that for both the bionic snake and frog soft robots, the overlap of the geometric contour regions between the actual and simulated deformations is more than 90%, which validates the effectiveness of the method. In addition, the global muscle distributions of the bionic snake and human face soft robots during motion are generated and validated by effective simulation.

为了适应复杂多变的环境,动物的运动形式多种多样,这激发了人们对其变形和驱动机制的研究。本文提出了一种肌肉驱动软体机器人的计算设计方法,旨在模仿自然界中肌肉驱动动物的变形行为,以满足所需的变形要求。通过输入初始形状和期望形状,本文为软体机器人生成理想的肌肉驱动布局,使其能够紧密实现期望的变形。本文利用材料点法(MPM)模拟软介质,以实现任意形状的耦合和协调变形效果。该方法有效地搜索了与各种变形相对应的肌肉布局,实现了多种生物启发机器人的变形行为,包括仿生蛇、青蛙和人脸等软体机器人。实验结果表明,对于仿生蛇和青蛙软体机器人,实际变形与模拟变形的几何轮廓区域重合度均超过 90%,验证了该方法的有效性。此外,仿生蛇形软机器人和人脸软机器人在运动过程中的全局肌肉分布也是通过有效的仿真生成和验证的。
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引用次数: 0
Towards higher load capacity: innovative design of a robotic hand with soft jointed structure. 实现更高的负载能力:软关节结构机器人手的创新设计。
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-29 DOI: 10.1088/1748-3190/ad7005
Ming Guan, Chenxi Qu, Liang Yang, Jiliang Lv, Fenglei Li

In this paper, the innovative design of a robotic hand with soft jointed structure is carried out and a tendon-driven mechanism, a master-slave motor coordinated drive mechanism, a thumb coupling transmission mechanism and a thumb steering mechanism are proposed. These innovative designs allow for more effective actuation in each finger, enhancing the load capacity of the robotic hand while maintaining key performance indicators such as dexterity and adaptability. A mechanical model of the robotic finger was made to determine the application limitations and load capacity. The robotic hand was then prototyped for a set of experiments. The experimental results showed that the proposed theoretical model were reliable. Also, the fingertip force of the robotic finger could reach up to 10.3 N, and the load force could reach up to 72.8 N. When grasping target objects of different sizes and shapes, the robotic hand was able to perform the various power grasping and precision grasping in the Cutkosky taxonomy. Moreover, the robotic hand had good flexibility and adaptability by means of adjusting the envelope state autonomously.

本文对具有软关节结构的机械手进行了创新设计,提出了肌腱驱动机构、主从电机协调驱动机构、拇指耦合传动机构和拇指转向机构。这些创新设计使每个手指都能更有效地驱动,增强了机械手的负载能力,同时保持了灵巧性和适应性等关键性能指标。我们制作了机械手指的机械模型,以确定应用限制和负载能力。然后制作了机械手原型,进行了一系列实验。实验结果表明,所提出的理论模型是可靠的。同时,机械手的指尖力可达 10.3N,负载力可达 72.8N。在抓取不同大小和形状的目标物体时,机械手能够完成 Cutkosky 分类法中的各种力量抓取和精确抓取。此外,机械手还具有良好的灵活性和适应性,可以自主调整包络状态。
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引用次数: 0
Dynamic remodeling model based on chemotaxis of slime molds. 基于粘菌趋化性的动态重塑模型
IF 3.1 3区 计算机科学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-28 DOI: 10.1088/1748-3190/ad7083
Megumi Uza, Itsuki Kunita

Social infrastructure networks, essential for daily life and economic activities, encompass utilities such as water, electricity, roads, and telecommunications. Dynamic remodeling of these systems is crucial for responding to continuous changes, unexpected events, and increased demand. This study proposes a new dynamic remodeling model inspired by biological mechanisms, focusing on a model based on the chemotaxis of slime molds. Slime molds adapt spontaneously to environmental changes by remodeling through the growth and degeneration of tubes. This capability can be applied to optimizing and dynamic remodeling social infrastructure networks. This study elucidated the chemotactic response characteristics of slime molds using biological experiments. The mold's response was observed by considering changes in the concentration of chemicals as environmental changes, confirming that slime molds adapt to environmental changes by shortening their periodic cycles. Subsequently, based on this dynamic response, we propose a new dynamic model (oscillated Physarum solver, O-PS) that extends the existing Physarum solver (PS). Numerical simulations demonstrated that the O-PS possesses rapid and efficient path-remodeling capabilities. In particular, within a simplified maze network, the O-PS was confirmed to have the same shortest-path searching ability as the PS, while being capable of faster remodeling. This study offers a new approach for optimizing and dynamically remodeling social infrastructure networks by mimicking biological mechanisms, enabling the rapid identification of solutions considering multiple objectives under complex constraints. Furthermore, the variation in convergence speed with oscillation frequency in the O-PS suggests flexibility in responding to environmental changes. Further research is required to develop more effective remodeling strategies.

社会基础设施网络对日常生活和经济活动至关重要,包括水、电、道路和电信等公用设施。这些系统的动态重塑对于应对持续变化、突发事件和需求增加至关重要。本研究受生物机制启发,提出了一种新的动态重塑模型,重点是基于粘菌趋化性的模型。粘菌通过管的生长和退化进行重塑,从而自发地适应环境变化。这种能力可用于社会基础设施网络的优化和动态重塑。本研究通过生物实验阐明了粘菌的趋化反应特性。通过将化学物质浓度的变化视为环境变化来观察霉菌的反应,证实了粘菌通过缩短周期来适应环境变化。随后,基于这种动态响应,我们提出了一种新的动态模型(振荡粘菌求解器,O-PS),该模型扩展了现有的粘菌求解器(PS)。数值模拟证明,O-PS 具有快速、高效的路径重塑能力。特别是在一个简化的迷宫网络中,O-PS 被证实具有与 PS 相同的最短路径搜索能力,同时能够更快地重塑路径。这项研究通过模仿生物机制,为优化和动态重塑社会基础设施网络提供了一种新方法,使人们能够在复杂的约束条件下快速找出考虑多个目标的解决方案。此外,O-PS 的收敛速度随振荡频率而变化,这表明它能灵活应对环境变化。要开发更有效的重塑策略,还需要进一步的研究。
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引用次数: 0
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