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Biomimetic Approach to Designing Trust-Based Robot-to-Human Object Handover in a Collaborative Assembly Task. 协作装配任务中基于信任的机器人与人物体交接仿生设计。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-27 DOI: 10.3390/biomimetics11010014
S M Mizanoor Rahman

We presented a biomimetic approach to designing robot-to-human handover of objects in a collaborative assembly task. We developed a human-robot hybrid cell where a human and a robot collaborated with each other to perform the assembly operations of a product in a flexible manufacturing setup. Firstly, we investigated human psychology and biomechanics (kinetics and kinematics) for human-to-robot handover of an object in the human-robot collaborative set-up in three separate experimental conditions: (i) human possessed high trust in the robot, (ii) human possessed moderate trust in the robot, and (iii) human possessed low trust in the robot. The results showed that human psychology was significantly impacted by human trust in the robot, which also impacted the biomechanics of human-to-robot handover, i.e., human hand movement slowed down, the angle between human hand and robot arm increased (formed a braced handover configuration), and human grip forces increased if human trust in the robot decreased, and vice versa. Secondly, being inspired by those empirical results related to human psychology and biomechanics, we proposed a novel robot-to-human object handover mechanism (strategy). According to the novel handover mechanism, the robot varied its handover configurations and motions through kinematic redundancy with the aim of reducing potential impulse forces on the human body through the object during the handover when robot trust in the human was low. We implemented the proposed robot-to-human handover mechanism in the human-robot collaborative assembly task in the hybrid cell. The experimental evaluation results showed significant improvements in human-robot interaction (HRI) in terms of transparency, naturalness, engagement, cooperation, cognitive workload, and human trust in the robot, and in overall performance in terms of handover safety, handover success rate, and assembly efficiency. The results can help design and develop human-robot handover mechanisms for human-robot collaborative tasks in various applications such as industrial manufacturing and manipulation, medical surgery, warehouse, transport, logistics, construction, machine shops, goods delivery, etc.

我们提出了一种仿生方法来设计协作装配任务中机器人与人之间的物体移交。我们开发了一个人-机器人混合单元,其中人类和机器人相互协作,在灵活的制造设置中执行产品的组装操作。首先,我们在三种不同的实验条件下(i)人类对机器人具有高度信任,(ii)人类对机器人具有中等信任,(iii)人类对机器人具有低信任,研究了人类对机器人在人机协作设置中物体移交的心理和生物力学(动力学和运动学)。结果表明,人对机器人的信任显著影响人的心理,同时也影响人-机器人切换的生物力学,即人对机器人的信任降低,人的手运动减慢,人的手与机器人手臂之间的角度增大(形成支撑切换构型),人的握力增大,反之亦然。其次,受人类心理学和生物力学相关经验结果的启发,我们提出了一种新的机器人与人之间的物体移交机制(策略)。根据该切换机构,在机器人对人的信任度较低时,通过运动冗余来改变机器人的切换构型和动作,以减小切换过程中物体对人体的潜在冲击力。我们在混合单元的人机协作装配任务中实现了所提出的人机切换机制。实验评估结果显示,人机交互(HRI)在透明度、自然度、参与度、协作性、认知工作量和人类对机器人的信任方面有显著提高,在交接安全性、交接成功率和装配效率方面的整体性能有显著提高。研究结果可以帮助设计和开发人机切换机制,用于工业制造和操作、医疗外科、仓库、运输、物流、建筑、机械车间、货物交付等各种应用中的人机协作任务。
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引用次数: 0
Mitigating Neural Habituation in Insect Bio-Bots: A Dual-Timescale Adaptive Control Approach. 减轻昆虫生物机器人的神经习惯化:一种双时间尺度自适应控制方法。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-27 DOI: 10.3390/biomimetics11010013
Le Minh Triet, Nguyen Truong Thinh

Bio-cybernetic organisms combine biological locomotion with electronic control but face significant challenges regarding individual variability and stimulus habituation. This study introduces an Adaptive Neuro-Fuzzy Inference System (ANFIS) designed to dynamically calibrate to individual Gromphadorhina portentosa specimens. Using a miniaturized neural controller, we compared ANFIS's performance against natural behavior and non-adaptive control methods. Results demonstrate ANFIS's superiority: obstacle navigation efficiency reached 81% (compared to 42% for non-adaptive methods), and effective behavioral modulation was sustained for 47 min (versus 26 min). Furthermore, the system achieved 73% target acquisition in complex terrain and maintained stimulus responsiveness 3.5-fold longer through sophisticated habituation compensation. Biocompatibility assessments confirmed interface functionality over 14-day periods. This research establishes foundational benchmarks for arthropod bio-cybernetics, demonstrating that adaptive neuro-fuzzy architectures significantly outperform conventional methods, enabling robust bio-hybrid platforms suitable for confined-space search-and-rescue operations.

生物控制论生物将生物运动与电子控制相结合,但在个体可变性和刺激习惯化方面面临重大挑战。本研究介绍了一种自适应神经模糊推理系统(ANFIS),用于动态校准单个门状石斑鱼标本。使用一个小型神经控制器,我们比较了ANFIS对自然行为和非自适应控制方法的性能。结果显示了ANFIS的优势:障碍物导航效率达到81%(非自适应方法为42%),有效的行为调节持续时间为47分钟(非自适应方法为26分钟)。此外,该系统在复杂地形下实现了73%的目标捕获,并通过复杂的习惯补偿将刺激响应时间延长了3.5倍。生物相容性评估在14天内确认了界面功能。本研究为节肢动物生物控制论建立了基础基准,证明自适应神经模糊架构显著优于传统方法,使鲁棒的生物混合平台适合于密闭空间的搜救行动。
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引用次数: 0
Biomimetic Strategies for Bone Regeneration: Smart Scaffolds and Multiscale Cues. 骨再生的仿生策略:智能支架和多尺度线索。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-27 DOI: 10.3390/biomimetics11010012
Sheikh Md Mosharof Hossen, Md Abdul Khaleque, Min-Su Lim, Jin-Kyu Kang, Do-Kyun Kim, Hwan-Hee Lee, Young-Yul Kim

Bone regeneration remains difficult due to the complex bone microenvironment and the limited healing capacity of large defects. Biomimetic strategies offer promising solutions by using advanced 3D scaffolds guided by natural tissue cues. Recent advances in additive manufacturing, nanotechnology, and tissue engineering now allow the fabrication of hierarchical scaffolds that closely mimic native bone. Smart scaffold systems combine materials with biochemical and mechanical signals. These features improve vascularization, enhance tissue integration, and support better regenerative outcomes. Bio-inspired materials also help connect inert implants with living tissues by promoting vascular network formation and improving cell communication. Multiscale design approaches recreate bone nano- to macro-level structure and support both osteogenic activity and immune regulation. Intelligent and adaptive scaffolds are being developed to respond to physiological changes and enable personalized bone repair. This review discusses the current landscape of biomimetic scaffold design, fabrication techniques, material strategies, biological mechanisms, and translational considerations shaping next-generation bone regeneration technologies. Future directions focus on sustainable, clinically translatable biomimetic systems that can integrate with digital health tools for improved treatment planning.

由于复杂的骨微环境和大缺损的愈合能力有限,骨再生仍然是困难的。仿生策略通过使用由自然组织线索引导的先进3D支架提供了有希望的解决方案。在增材制造、纳米技术和组织工程方面的最新进展,现在可以制造出与天然骨非常相似的分层支架。智能支架系统将材料与生化和机械信号结合起来。这些特征改善血管化,增强组织整合,并支持更好的再生结果。仿生材料还通过促进血管网络的形成和改善细胞通讯,帮助将惰性植入物与活组织连接起来。多尺度设计方法重建骨纳米到宏观水平的结构,支持成骨活性和免疫调节。智能和自适应支架正在开发,以响应生理变化和实现个性化骨修复。这篇综述讨论了仿生支架设计、制造技术、材料策略、生物机制以及塑造下一代骨再生技术的翻译考虑的现状。未来的方向集中在可持续的,临床可翻译的仿生系统,可以与数字健康工具集成,以改善治疗计划。
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引用次数: 0
Towards Biomimetic Robotic Rehabilitation: Pilot Study of an Upper-Limb Cable-Driven Exoskeleton in Post-Stroke Patients. 迈向仿生机器人康复:中风后患者上肢缆索驱动外骨骼的初步研究。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-26 DOI: 10.3390/biomimetics11010011
Develyn I S Bastos, Sergio C M Gomes, Eduardo A F Dias, Pedro H F Ulhoa, Raphaele C J S Gomes, Fabiana D Marinho, Rafhael M Andrade

Stroke is a leading cause of disability, often resulting in motor, cognitive, and language deficits, with significant impact on upper-limb function. Robotic therapy (RT) has emerged as an effective strategy, providing intensive, repetitive, and adaptable practice to optimize functional recovery. This pilot study aimed to describe and evaluate the effects of robotic rehabilitation as a complement to conventional therapy, using a biomimetic activities-of-daily-living (ADL)-based protocol, on upper-limb function in post-stroke patients. Three participants (aged 30-80 years) undergoing occupational and/or physiotherapy received individualized robotic training with a lightweight cable-driven upper-limb exoskeleton, m-FLEX™, twice a week for ten weeks (30 min per session). Movements were designed to mimic natural upper-limb actions, including elbow flexion-extension, forearm pronation-supination, tripod pinch, and functional tasks such as grasping a cup. Assessments included the Fugl-Meyer (FM) scale, the Functional Independence Measure (FIM), and device satisfaction, performed at baseline, mid-intervention, and post-intervention. Descriptive analysis of the tabulated data revealed improvements in range of motion and functional outcomes. These findings suggest that biomimetic protocol of robotic rehabilitation, when combined with conventional therapy, can enhance motor and functional recovery in post-stroke patients.

中风是致残的主要原因,通常导致运动、认知和语言缺陷,对上肢功能有重大影响。机器人治疗(RT)已经成为一种有效的策略,提供密集、重复和适应性强的实践来优化功能恢复。这项初步研究旨在描述和评估机器人康复作为常规治疗的补充,使用基于仿生日常生活活动(ADL)的方案,对中风后患者上肢功能的影响。三名接受职业和/或物理治疗的参与者(年龄30-80岁)接受了使用轻型电缆驱动上肢外骨骼m-FLEX™的个性化机器人训练,每周两次,持续10周(每次30分钟)。运动被设计成模仿自然上肢动作,包括肘关节屈伸,前臂旋前旋,夹住三脚架,以及抓杯子等功能性任务。评估包括Fugl-Meyer (FM)量表、功能独立性测量(FIM)和器械满意度,分别在基线、干预中期和干预后进行。表列数据的描述性分析显示活动范围和功能结果的改善。这些发现表明,仿生机器人康复方案与常规治疗相结合,可以增强脑卒中后患者的运动和功能恢复。
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引用次数: 0
Binary Pufferfish Optimization Algorithm for Combinatorial Problems. 组合问题的二进制河豚优化算法。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-25 DOI: 10.3390/biomimetics11010010
Broderick Crawford, Álex Paz, Ricardo Soto, Álvaro Peña Fritz, Gino Astorga, Felipe Cisternas-Caneo, Claudio Patricio Toledo Mac-Lean, Fabián Solís-Piñones, José Lara Arce, Giovanni Giachetti

Metaheuristics are a fundament pillar of Industry 4.0, as they allow for complex optimization problems to be solved by finding good solutions in a reasonable amount of computational time. One category of important problems in modern industry is that of binary problems, where decision variables can take values of zero or one. In this work, we propose a binary version of the Pufferfish optimization algorithm (BPOA), which was originally created to solve continuous problems. The binary mapping follows a two-step technique, first transforming using transfer functions and then discretizing using binarization rules. We study representative pairings of transfer functions and binarization rules, comparing our algorithm with Particle Swarm Optimization, Secretary Bird Optimization Algorithm, and Arithmetic Optimization Algorithm with identical computational budgets. To validate its correct functioning, we solved binary problems present in industry, such as the Set Covering Problem together with its Unicost variant, as well as the Knapsack Problem. The results we achieved with regard to these problems were promising and statistically validated. The tests performed on the executions indicate that many pair differences are not statistically significant when both methods are already close to the optimal level, and significance arises precisely where the descriptive gaps widen, underscoring that transfer-rule pairing is the main performance factor. BPOA is a competitive and flexible framework whose effectiveness is mainly governed by the discretization design.

元启发式是工业4.0的一个基本支柱,因为它允许在合理的计算时间内找到好的解决方案来解决复杂的优化问题。现代工业中的一类重要问题是二元问题,其中决策变量可以取0或1的值。在这项工作中,我们提出了一个二进制版本的Pufferfish优化算法(BPOA),它最初是为了解决连续问题而创建的。二进制映射遵循两步技术,首先使用传递函数进行变换,然后使用二值化规则进行离散。研究了具有代表性的传递函数配对和二值化规则,并与相同计算预算的粒子群优化算法、秘书鸟优化算法和算术优化算法进行了比较。为了验证其正确的功能,我们解决了工业中存在的二进制问题,例如集合覆盖问题及其Unicost变体,以及背包问题。我们在这些问题上取得的结果是有希望的,并且在统计上得到了验证。对执行执行进行的测试表明,当两种方法已经接近最佳水平时,许多对差异在统计上并不显著,而在描述性差距扩大时,显著性恰恰出现,强调了迁移规则配对是主要的性能因素。BPOA是一个具有竞争性和灵活性的框架,其有效性主要取决于离散化设计。
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引用次数: 0
Composites Based on Collagen, Chondroitin Sulfate, and Sage Oil with Potential Use in Dentistry. 基于胶原蛋白、硫酸软骨素和鼠尾草油的复合材料在牙科中的潜在应用。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-24 DOI: 10.3390/biomimetics11010008
Bogdan Valeriu Sorca, Ana-Maria Rosca, Durmuş Alpaslan Kaya, Sergiu-Marian Vatamanu, Mădălina Georgiana Albu Kaya, Cristina Elena Dinu-Pîrvu, Mihaela Violeta Ghica, Alina Elena Coman, Laura Cristina Rusu, Irina Titorencu

Osseointegration in dental implants involves the use of materials that mimic the bone tissue, with special properties such as biocompatibility and biodegradability. In this study, we describe the preparation and characterization of composites based on collagen, chondroitin sulfate, and sage oil obtained by freeze-drying method. Their morphological structures were determined by water uptake and scanning electron microscopy, the physical-chemical interactions between components by FT-IR, the stability by in vitro collagenase degradation, and the results indicate that the samples' properties are highly influenced by the hydrophobic and hydrophilic character of sage essential oil and chondroitin sulfate, respectively, concluding that we can design a formulation with certain properties. The composite spongious forms were evaluated for cytocompatibility using the MG63 osteoblast cell line and subjected to histological observation. The results showed that the samples with sage essential oil were most resistant to enzymatic degradation, and the ones with chondroitin sulfate promoted the deposition of an abundant extracellular matrix. Taken together, the results suggest that incorporating chondroitin sulfate and sage oil in a controlled manner into collagen scaffolds represents a promising approach for enhancing bone tissue regeneration.

牙种植体的骨整合包括使用具有生物相容性和生物可降解性等特殊特性的模拟骨组织的材料。在这项研究中,我们描述了以胶原蛋白、硫酸软骨素和鼠尾草油为基础的复合材料的制备和表征。结果表明,鼠尾草精油和硫酸软骨素的疏水性和亲水性对样品的性能有较大的影响,可以设计出具有一定性能的制剂。用MG63成骨细胞系评价复合海绵形态的细胞相容性,并进行组织学观察。结果表明,添加鼠尾草精油的样品最能抵抗酶降解,而添加硫酸软骨素的样品促进了丰富的细胞外基质的沉积。综上所述,研究结果表明,将硫酸软骨素和鼠尾草油以可控的方式掺入胶原蛋白支架中是一种有希望的增强骨组织再生的方法。
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引用次数: 0
Quantifying Nature's Bistability: Simulation of Earwig Fan Folding. 量化自然界的双稳定性:模拟土蜈蚣扇折叠。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-24 DOI: 10.3390/biomimetics11010009
Nele Binder, Leone Costi, Dario Izzo, Tobias Seidl

In this work, a numerical tool is presented to simulate the dynamics of insect wing folding by example of the fan folding of the dermapteran hindwing. The scalability of the system is demonstrated by generalising the mechanical behaviour from the small geometry of the wing to a suitable scale for engineering applications, such as deployable structures for space applications. The tool is written in Python and based on the MuJoCo physics engine. Sections of the anal fan are modelled as a bar-and-hinge model with elastic tendons, allowing a high number of design parameters and fast computation. In light of these advantages, the wing folding and unfolding behaviour is investigated with respect to the tendon's elastic properties and the actuation of the deformation. Bistability is characterised using a single tendon and the entire fan section. Given the upscaled geometry of the analysed section, the required tendon characteristics to transition between the stable states are identified within a reasonable range for technological transfer towards biomimetic structures modelled after the dermapteran hindwing.

本文以皮类昆虫后翅扇形折叠为例,提出了一种模拟昆虫翅膀折叠动力学的数值工具。该系统的可扩展性通过将机翼的小几何形状的机械行为推广到工程应用的合适规模来证明,例如用于空间应用的可展开结构。该工具是用Python编写的,基于MuJoCo物理引擎。肛门风机的截面采用弹性筋杆铰模型,设计参数数量多,计算速度快。鉴于这些优点,机翼折叠和展开的行为进行了调查,相对于肌腱的弹性特性和变形的驱动。双稳定性的特点是使用单个肌腱和整个扇形部分。考虑到所分析截面的几何尺寸增大,在稳定状态之间过渡所需的肌腱特性在合理范围内确定,以便向模仿皮肤后翼的仿生结构转移技术。
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引用次数: 0
Impact of RAMPA Therapy on Nasal Cavity Expansion and Paranasal Drainage: Fluid Mechanics Analysis, CAE Simulation, and a Case Study. RAMPA治疗对鼻腔扩张及鼻副引流的影响:流体力学分析、CAE模拟及个案研究。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-23 DOI: 10.3390/biomimetics11010005
Mohammad Moshfeghi, Yasushi Mitani, Yuko Okai-Kojima, Bumkyoo Choi

Background: Impaired mucus drainage from the paranasal sinuses is often associated with nasal obstruction and reduced airway function in growing patients. Orthopedic maxillary protraction and expansion techniques can enhance airway dynamics, but their underlying fluid-structure mechanisms remain insufficiently understood. Objective: To validate that the Right Angle Maxillary Protraction Appliance (RAMPA), combined with a semi-rapid maxillary expansion (sRME) intraoral device gHu-1, improves mucus drainage by enhancing nasal airflow through nasal cavity expansion. Methods: The effects of RAMPA therapy were analyzed using computational fluid dynamics (CFD) for single-phase (air) and two-phase (air-mucus) flows within the nasal cavity, employing the unsteady RANS turbulence model. Finite element method (FEM) results from prior studies were synthesized to assess changes in the center and radius of maxillary rotation induced by RAMPA-assisted sRME. A male patient (aged 8 years 7 months to 11 years 7 months) treated with extraoral RAMPA and the intraoral appliance (gHu-1) underwent pre- and post-treatment cone-beam computed tomography (CBCT) and ear, nose, and throat (ENT) evaluation. Results: FEM analysis revealed an increased radius and elevated center of maxillary rotation, producing expansion that was more parallel to the palatal plane. CFD simulations showed that nasal cavity expansion increased airflow velocity and pressure drop, enhancing the suction effect that promotes mucus clearance from the frontal sinus. Clinically, nasal passages widened, paranasal opacities resolved, and occlusal and intermolar widths improved. Conclusions: RAMPA combined with sRME improves nasal airflow and maxillary skeletal expansion, facilitating paranasal mucus clearance and offering a promising adjunctive approach for enhancing upper airway function in growing patients.

背景:生长期患者鼻窦粘液排出障碍常与鼻塞和气道功能降低有关。骨科上颌拉伸和扩张技术可以增强气道动力学,但其潜在的流体结构机制尚不清楚。目的:验证直角上颌牵引器(RAMPA)联合半快速上颌扩张器(sRME)口内装置gu -1通过鼻腔扩张增强鼻腔气流,改善黏液排出。方法:采用非定常RANS湍流模型,采用计算流体力学(CFD)对鼻腔内单相(空气)和两相(空气-黏液)流动进行分析。综合已有研究的有限元方法(FEM)结果,评估rampa辅助sRME对上颌旋转中心和半径的影响。1例接受口外RAMPA和口内矫治器(gu -1)治疗的男性患者(年龄8岁7个月至11岁7个月)接受了治疗前后的锥形束计算机断层扫描(CBCT)和耳鼻喉(ENT)评估。结果:有限元分析显示,上颌旋转中心增加,半径增加,扩张更平行于腭面。CFD模拟表明,鼻腔扩张增加了气流速度和压降,增强了吸力作用,促进了额窦粘液的清除。临床上,鼻通道拓宽,鼻副混浊消除,咬合和磨牙间宽度改善。结论:RAMPA联合sRME改善鼻腔气流和上颌骨骼扩张,促进鼻副粘液清除,是一种很有前景的辅助方法,可增强生长患者的上呼吸道功能。
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引用次数: 0
A Novel Gudermannian Function-Driven Controller Architecture Optimized by Starfish Optimizer for Superior Transient Performance of Automatic Voltage Regulation. 一种由海星优化器优化的古德曼函数驱动的新型控制器结构,具有优越的暂态自动电压调节性能。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-23 DOI: 10.3390/biomimetics11010007
Davut Izci, Serdar Ekinci, Mostafa Jabari, Behçet Kocaman, Burcu Bektaş Güneş, Enver Adas, Mohd Ashraf Ahmad

This paper proposes a Gudermannian function-based proportional-integral-derivative (G-PID) controller to enhance the transient performance of automatic voltage regulator (AVR) systems operating under highly dynamic conditions. By embedding the smooth and bounded nonlinear mapping of the Gudermannian function into the classical PID structure, the proposed controller improves adaptability to large signal variations while effectively suppressing overshoot. The controller parameters are optimally tuned using the starfish optimization algorithm (SFOA), which provides a robust balance between exploration and exploitation in nonlinear search spaces. Simulation results demonstrate that the SFOA-optimized G-PID controller achieves superior transient performance, with a rise time of 0.0551 s, zero overshoot, and a settling time of 0.0830 s. Comparative evaluations confirm that the proposed approach outperforms widely used optimization algorithms (particle swarm optimization, grey wolf optimizer, success history-based adaptive differential evolution with linear population size, and Kirchhoff's law algorithm) and advanced AVR control schemes, including fractional-order and higher-order PID-based designs. These results indicate that the proposed SFOA optimized G-PID controller offers a computationally efficient and structurally simple solution for high-performance voltage regulation in modern power systems.

本文提出了一种基于古德曼函数的比例-积分-导数(G-PID)控制器,以提高自动电压调节器(AVR)系统在高动态条件下的暂态性能。通过将古德曼函数的光滑有界非线性映射嵌入到经典PID结构中,该控制器在有效抑制超调的同时提高了对大信号变化的适应性。采用海星优化算法(SFOA)对控制器参数进行优化调整,在非线性搜索空间中提供了探索和利用之间的鲁棒平衡。仿真结果表明,基于sfoa优化的G-PID控制器具有良好的暂态性能,上升时间为0.0551 s,超调量为零,稳定时间为0.0830 s。对比评估证实,该方法优于广泛使用的优化算法(粒子群优化、灰狼优化器、基于成功历史的线性种群规模自适应差分进化和Kirchhoff定律算法)和先进的AVR控制方案(包括分数阶和高阶pid设计)。结果表明,基于SFOA优化的G-PID控制器为现代电力系统的高性能电压调节提供了一种计算效率高、结构简单的解决方案。
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引用次数: 0
Enhancing Flight Connectivity via Synchronization of Arrivals and Departures in Hub Airports with Evolutionary and Swarm-Based Metaheuristics. 基于进化和群的元启发式方法在枢纽机场进出港同步中增强航班连通性。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2025-12-23 DOI: 10.3390/biomimetics11010006
Halil Ibrahim Demir, Suraka Dervis

Global air transport has become the dominant mode of long-distance travel, carrying more than four billion passengers in 2019 and projected to exceed 8 billion by 2040. Nevertheless, limited demand and economic inefficiencies often make direct connections unfeasible, forcing many passengers to rely on transfers. In such cases, synchronizing arrivals and departures at hub airports is crucial to minimizing transfer times and maximizing passenger retention. This study investigates the synchronization problem at Istanbul Airport, one of the world's largest hubs, using metaheuristic optimization. Three algorithms-Genetic Algorithms (GA), Modified Discrete Particle Swarm Optimization (MDPSO), and Evolutionary Strategies (ES)-were applied in parallel to optimize arrival and departure schedules for a major airline. The proposed chromosome-based framework was tested through parameter tuning and validated with statistical analyses, including ANOVA and Games-Howell pairwise comparisons. The results show that MDPSO achieved strong improvements, while ES consistently outperformed both GA and MDPSO, increasing successful passenger transfers by more than 200% compared to the original schedule. These findings demonstrate the effectiveness of evolutionary metaheuristics for large-scale airline scheduling and highlight their potential for improving hub connectivity. This framework is generalizable to other hub airports and airlines, and future research could extend it by integrating hybrid metaheuristics or applying enhanced forecasting methods and more dynamic scheduling approaches.

全球航空运输已成为长途旅行的主要方式,2019年运送旅客超过40亿人次,预计到2040年将超过80亿人次。然而,有限的需求和经济效率低下往往使直接连接不可行,迫使许多乘客依赖转机。在这种情况下,在枢纽机场同步到达和离开对于最大限度地减少转机时间和最大限度地提高乘客保留率至关重要。本研究利用元启发式优化方法研究了世界上最大的枢纽之一伊斯坦布尔机场的同步问题。同时应用遗传算法(GA)、改进离散粒子群优化(MDPSO)和进化策略(ES)三种算法对某大型航空公司的到达和离开时间进行优化。提出的基于染色体的框架通过参数调整进行测试,并通过统计分析(包括方差分析和Games-Howell两两比较)进行验证。结果表明,MDPSO取得了很大的改进,而ES的表现一直优于GA和MDPSO,与原计划相比,成功的乘客转移增加了200%以上。这些发现证明了进化元启发式对大规模航空公司调度的有效性,并强调了它们在改善枢纽连通性方面的潜力。该框架可以推广到其他枢纽机场和航空公司,未来的研究可以通过整合混合元启发式方法或应用增强的预测方法和更动态的调度方法来扩展它。
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引用次数: 0
期刊
Biomimetics
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