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Standardizing TEER Measurements in Blood-Brain Barrier-on-Chip Systems: A Systematic Review of Electrode Designs and Configurations. 标准化TEER测量血脑屏障芯片系统:电极设计和配置的系统回顾。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-05 DOI: 10.3390/biomimetics11020119
Nazanin Ghane, Reza Jafari, Naser Valipour Motlagh

The blood-brain barrier (BBB) is one of the most selective physiological interfaces in the human body. Transendothelial electrical resistance (TEER) has become a widely adopted quantitative metric for assessing its in vitro structural and functional integrity. Although TEER measurements are routinely incorporated into BBB-on-chips, the absence of harmonized electrode architectures, measurement settings, and reporting standards continues to undermine reproducibility and translational reliability among laboratories. This systematic review provides the first comprehensive classification and critical comparison of electrode configurations used for TEER assessment, specifically within BBB-on-chip systems. Eligible studies were analyzed and categorized according to electrode design, fabrication method, integration strategy, and operational constraints. We critically evaluated six principal electrode architectures, highlighting their performance trade-offs in terms of uniformity of current distribution, long-term stability, scalability, and compatibility with dynamic shear conditions. Furthermore, we propose a bioinspired TEER reporting framework that consolidates essential metadata, including electrode specification, temperature control, viscosity effects, and blank resistance correction. Our analysis proposes screen-printed and hybrid silver-indium tin oxide (ITO) electrodes as promising candidates for next-generation BBB platforms. Moreover, our review provides a structured roadmap for standardizing TEER electrode design and reporting practices to facilitate interlaboratory consistency and accelerate the adoption of BBB-on-chip systems as truly biomimetic platforms for predictive neuropharmacological workflows.

血脑屏障(BBB)是人体最具选择性的生理界面之一。跨内皮电阻(TEER)已成为广泛采用的评估其体外结构和功能完整性的定量指标。虽然TEER测量通常被纳入芯片上的bbb,但缺乏统一的电极结构、测量设置和报告标准,继续破坏实验室之间的可重复性和转化可靠性。该系统综述首次提供了用于TEER评估的电极配置的全面分类和关键比较,特别是在片上bbb系统中。根据电极设计、制造方法、集成策略和操作限制对合格的研究进行了分析和分类。我们批判性地评估了六种主要的电极结构,强调了它们在电流分布均匀性、长期稳定性、可扩展性和与动态剪切条件的兼容性方面的性能权衡。此外,我们提出了一个生物启发的TEER报告框架,该框架整合了必要的元数据,包括电极规格,温度控制,粘度效应和空白电阻校正。我们的分析提出了丝网印刷和混合银铟锡氧化物(ITO)电极作为下一代BBB平台的有希望的候选者。此外,我们的综述为标准化TEER电极设计和报告实践提供了结构化的路线图,以促进实验室间的一致性,并加速采用片上bbb系统作为预测神经药理学工作流程的真正仿生平台。
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引用次数: 0
A Pilot Three-Dimensional Evaluation of Acetabular Bony Coverage After Modified Spitzy Shelf Acetabuloplasty. 改良Spitzy架子髋臼成形术后髋臼骨覆盖的初步三维评估。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-05 DOI: 10.3390/biomimetics11020117
Fumito Kobayashi, Takehito Hananouchi, Kenichi Oe, Shohei Sogawa, Tomohisa Nakamura, Takanori Saito

Modified Spitzy shelf acetabuloplasty is a joint-preserving surgical procedure for acetabular dysplasia that aims to enhance bony coverage of the hip joint. Although prior studies have primarily relied on two-dimensional (2D) radiographic evaluations, comprehensive three-dimensional (3D) assessments remain limited. The purpose of this retrospective study was to evaluate changes quantitatively in acetabular coverage following modified Spitzy shelf acetabuloplasty using 3D models reconstructed from computed tomography (CT) images. We retrospectively analyzed 11 hips in 11 patients who underwent staged bilateral modified Spitzy shelf acetabuloplasty. Preoperative and postoperative CT data were used to construct 3D pelvic models, which were registered using anatomical landmarks. Bone graft dimensions, insertion angle, and placement location were evaluated. Acetabular sector angles (ASA), representing circumferential coverage of the femoral head, were measured at 15° intervals on the functional pelvic plane and the anterior pelvic plane. The mean bone graft dimensions were 26.3 ± 3 mm (anteroposterior length) and 12.7 ± 2.7 mm (mediolateral length), providing coverage of 49.5° ± 9.1°. Postoperative ASA increased significantly from 34.5° to 60° on the functional pelvic plane and from 0° to 45° on the anterior pelvic plane (both p < 0.05). 3D analysis demonstrated that modified Spitzy shelf acetabuloplasty effectively enhanced anterosuperior acetabular bony coverage. Although this is a report of a few cases (11 hips), the above findings highlight the value of 3D evaluation in identifying postoperative changes that may not be detected using conventional 2D assessments. Also, further research analyzing the three-dimensional bone graft model revealed in this study may help inform the development of a more ideal biomimetic approach, not only in terms of shape but also function.

改良Spitzy货架髋臼成形术是一种髋臼发育不良的保关节手术,旨在增强髋关节的骨覆盖。尽管先前的研究主要依赖于二维(2D)放射学评估,但全面的三维(3D)评估仍然有限。本回顾性研究的目的是利用计算机断层扫描(CT)图像重建的3D模型,定量评估改良Spitzy架子髋臼成形术后髋臼覆盖范围的变化。我们回顾性分析了11例分阶段双侧改良Spitzy髋臼成形术患者的11髋。术前和术后CT数据构建三维骨盆模型,使用解剖标志进行注册。评估骨移植的尺寸、插入角度和放置位置。在功能盆腔平面和盆腔前平面上以15°间隔测量代表股骨头圆周覆盖范围的髋臼扇形角(ASA)。平均植骨尺寸为26.3±3mm(前后长度)和12.7±2.7 mm(中外侧长度),覆盖范围为49.5°±9.1°。术后盆腔功能平面ASA从34.5°增加到60°,盆腔前平面ASA从0°增加到45°,差异均有统计学意义(p < 0.05)。三维分析表明改良的Spitzy货架髋臼成形术有效地增强了髋臼前上骨覆盖。虽然这是一份少数病例(11髋)的报告,但上述发现强调了3D评估在识别常规2D评估可能无法检测到的术后变化方面的价值。此外,进一步研究分析本研究揭示的三维骨移植模型可能有助于为更理想的仿生方法的发展提供信息,不仅在形状方面,而且在功能方面。
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引用次数: 0
Design and Implementation of a Three-Segment Tendon-Driven Continuum Robot with Variable Stiffness for Manipulation in Confined Spaces. 面向受限空间操作的三节段变刚度肌腱驱动连续机器人设计与实现。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-04 DOI: 10.3390/biomimetics11020113
Zhixuan Weng, Liansen Sha, Yufei Chen, Bingyu Fan, Lan Li, Bin Liu

Continuum robots (CRs) exhibit high compliance and environmental adaptability in confined, tortuous spaces, yet their inherent low stiffness and load capacity limit performance in precise positioning and stable support tasks. To solve the "soft-rigid" paradox, this study proposes and implements a three-segment tendon-driven variable-stiffness CR. Structurally, a segmented constant-curvature model directs the optimization of grid skeletons and notch parameters, enhancing bending consistency and motion predictability. Elongated flat airbag actuators, arranged in annular arrays, enable segment-level stiffness switching through the enhancement of surface properties like axial constraints and friction amplification. A time-sharing drive strategy decouples multi-segment coupling into sequential single-segment subproblems, reducing drivers and kinematic complexity while maintaining dexterity. Experimental results demonstrate that flexible-mode joints maintain near-constant curvature with stable motion (average end-effector trajectory error < 0.9 mm), and in rigid mode, stiffness increases by a factor of 5.77 (rated load: 4.0 N). Shape-locking disturbances during transitions are confined to millimeter levels (remote offset < 1.32 mm), with successful traversal of J/U/S-shaped and irregular paths confirmed in pipeline tests. This work introduces a practical, scalable system for designing variable-stiffness structures and enabling low-complexity multi-segment control, offering valuable insights for minimally invasive devices and industrial endoscopy in confined spaces.

连续体机器人(Continuum robot, cr)在狭窄、弯曲的空间中具有较高的顺应性和环境适应性,但其固有的低刚度和承载能力限制了其在精确定位和稳定支撑任务中的性能。为了解决“软-刚”悖论,本研究提出并实现了一种三段肌腱驱动变刚度CR。在结构上,一个分段的常曲率模型指导网格骨架和缺口参数的优化,增强了弯曲一致性和运动可预测性。环形排列的细长扁平安全气囊执行器,通过增强轴向约束和摩擦放大等表面特性,实现分段级刚度切换。分时驱动策略将多段耦合解耦为连续的单段子问题,在保持灵巧性的同时降低了驱动程序和运动复杂度。实验结果表明,柔性模态关节在运动稳定(末端运动轨迹平均误差< 0.9 mm)的情况下保持近恒定曲率;刚性模态关节在额定载荷为4.0 N时刚度增加了5.77倍。过渡期间的形状锁定干扰限制在毫米级别(远程偏移量< 1.32 mm),成功穿越J/U/ s形和不规则路径在管道测试中得到证实。这项工作介绍了一个实用的、可扩展的系统,用于设计变刚度结构和实现低复杂性的多段控制,为微创设备和密闭空间的工业内窥镜检查提供了有价值的见解。
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引用次数: 0
Natural Nacre-Derived Biomimetic Materials for In Vivo Bone Regeneration. 用于体内骨再生的天然珍珠衍生仿生材料。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-04 DOI: 10.3390/biomimetics11020114
Pierre-Yves Collart-Dutilleul, Naveen Fatima, Richard Younes, Frédéric Cuisinier, Véronique Barragan-Montero, Alban Desoutter

Bone regeneration in critical-size defects requires biomaterials that provide both structural support and appropriate osteoinductive cues. Natural nacre contains an organic matrix rich in acidic macromolecules with reported osteogenic activity; however, its in vivo regenerative potential remains insufficiently explored. This study evaluated the bone regenerative capacity of nacre-derived materials alone and combined with oxidized porous silicon microparticles (pSi-MP), a bioactive material known to release silicic acid and support mineralized tissue formation. Critical-size defects were created in four caudal vertebrae of Wistar rats and filled with nacre, pSi-MP, a nacre-pSi composite, or left empty. After 60 days, bone formation was assessed using micro-computed tomography and non-decalcified histology. Empty defects failed to regenerate, whereas nacre and pSi-MP individually promoted partial mineralized tissue deposition. The nacre-pSi composite produced the most extensive repair, showing near-complete defect bridging, higher bone mineral density, and seamless integration of particles within newly formed bone. No inflammation or adverse reactions were observed, and osteoid deposition occurred directly on material surfaces. These findings demonstrate that nacre-derived materials exert intrinsic osteogenic effects in vivo and that combining nacre with porous silicon yields a synergistic response that significantly enhances bone regeneration. The composite represents a promising candidate for future bone repair strategies.

骨再生在临界尺寸的缺陷需要生物材料提供结构支持和适当的骨诱导线索。天然珠质含有富含酸性大分子的有机基质,据报道具有成骨活性;然而,其体内再生潜力尚未得到充分的探索。本研究评估了珍珠核衍生材料单独和与氧化多孔硅微颗粒(pSi-MP)结合的骨再生能力,氧化多孔硅微颗粒是一种已知的生物活性材料,可以释放硅酸并支持矿化组织的形成。在Wistar大鼠的四个尾椎骨上制造临界尺寸的缺陷,并用珍珠脂、pSi-MP、珍珠脂- psi复合材料填充,或留空。60天后,使用显微计算机断层扫描和非脱钙组织学评估骨形成。空缺陷不能再生,而珍珠质和pSi-MP分别促进部分矿化组织沉积。nacre-pSi复合材料修复范围最广,缺损桥接接近完全,骨矿物质密度更高,新形成的骨内颗粒无缝整合。未见炎症及不良反应,材料表面直接发生类骨沉积。这些发现表明,珠质衍生材料在体内具有内在的成骨作用,珠质与多孔硅的结合产生了协同反应,显著增强了骨再生。这种复合材料代表了未来骨修复策略的一个有希望的候选材料。
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引用次数: 0
Tissue Regeneration on Implantoplasty-Treated Implants Using a Citric Acid-Collagen-Magnesium-Based Solution: An In Vitro and In Vivo Study. 应用柠檬酸-胶原蛋白-镁基溶液治疗种植体成形术后组织再生:体外和体内研究。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-04 DOI: 10.3390/biomimetics11020116
Samuel Oliván, Pedro Fernández-Domínguez, Javier Gil, Manuel Fernández-Domínguez

Peri-implantitis is an inflammatory disease caused by bacterial colonization that leads to progressive bone loss around dental implants. Implantoplasty is widely used for biofilm removal; however, it alters the titanium surface, generating particle release and impairing surface properties. This study evaluated whether a citric acid-based solution supplemented with collagen and magnesium cations could enhance hard and soft tissue regeneration following implantoplasty. Three surfaces were analyzed: physiological saline (Ctr), 25% citric acid (AC), and citric acid with collagen and magnesium nitrate hexahydrate (AC500/Mg). Surface roughness and wettability were assessed on titanium discs. Cytocompatibility, cell adhesion, and proliferation were evaluated using fibroblasts and osteoblasts up to 21 days, and mineralization was analyzed by alkaline phosphatase. In vivo studies were conducted in New Zealand rabbits with implants placed in the femur and muscle tissue. Surface roughness did not differ among treatments, while wettability significantly increased with citric acid-based solutions. All treatments showed good cytocompatibility. AC500/Mg significantly enhanced cell adhesion, proliferation, and osteoblast mineralization, showing threefold higher activity than controls at 21 days. In vivo, AC500/Mg exhibited greater bone contact (67%) and direct muscle integration, whereas AC and Ctr showed lower bone contact and fibrotic encapsulation. These results indicate that AC500/Mg improves soft and hard tissue responses without altering roughness, suggesting its potential as a regenerative strategy following implantoplasty.

种植体周围炎是一种由细菌定植引起的炎症性疾病,可导致牙种植体周围的进行性骨质流失。植入成形术广泛用于生物膜去除;然而,它改变了钛的表面,产生颗粒释放并损害表面性能。本研究评估了添加胶原蛋白和镁离子的柠檬酸溶液是否能促进种植成形术后的软组织和硬组织再生。分析三种表面:生理盐水(Ctr)、25%柠檬酸(AC)、柠檬酸与胶原蛋白和六水硝酸镁(AC500/Mg)。评估钛盘的表面粗糙度和润湿性。使用成纤维细胞和成骨细胞评估细胞相容性、细胞粘附和增殖,并使用碱性磷酸酶分析矿化。体内研究在新西兰兔中进行,植入物放置在股骨和肌肉组织中。表面粗糙度在处理之间没有差异,而润湿性在柠檬酸基溶液中显著增加。所有处理均表现出良好的细胞相容性。AC500/Mg显著增强细胞粘附、增殖和成骨细胞矿化,在第21天的活性比对照组高3倍。在体内,AC500/Mg表现出更大的骨接触(67%)和直接肌肉整合,而AC和Ctr表现出更低的骨接触和纤维化包被。这些结果表明,AC500/Mg在不改变粗糙度的情况下改善了软组织和硬组织的反应,表明其作为种植成形术后再生策略的潜力。
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引用次数: 0
Perceptual Design and Evaluation of a Forearm-Based Vibrotactile Interface for Transfemoral Prosthetic Feedback. 基于前臂的经股假体反馈振动触觉界面的感知设计与评价。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-04 DOI: 10.3390/biomimetics11020112
Mohammadmahdi Karimi, Sigurður Brynjólfsson, Kristín Briem, Árni Kristjánsson, Runar Unnthorsson

The lack of reliable sensory input from prosthetic limbs limits transfemoral amputees' ability to perceive limb movement without visual monitoring. This study evaluated design parameters of a proposed forearm-based vibrotactile system in a pre-clinical, design-level perceptual evaluation, conveying prosthetic joint positions through patterned vibrations to provide non-invasive proprioceptive feedback. Healthy participants completed two experiments assessing detection of tactile cues from dual-actuator bands on the wrist and elbow representing assumed ankle and knee positions. The effects of temporal structuring (sequential vs. simultaneous stimulation), actuator configuration, amplitude and frequency settings, and signal duration on response accuracy were examined. Sequential vibrations produced significantly higher recognition accuracy than simultaneous presentation (72.4% vs. 42.7%, p < 0.001) in a variety of vibration signal parameter values. Actuator placement also influenced performance: simultaneous stimulation on opposite forearm sides yielded significantly lower accuracy (p < 0.001) than same-side configurations, whereas this directional effect was not significant for sequential presentation. Accuracy did not differ significantly between equal and unequal amplitude or frequency levels across actuators. Longer stimulus durations improved accuracy, increasing from 82.3% at 60 ms to 92.5% at 240 ms, though the results indicated a saturation point, suggesting an optimal temporal window. These findings inform the design of forearm-based sensory feedback systems for improved prosthetic limb control.

假肢缺乏可靠的感觉输入限制了经股截肢者在没有视觉监测的情况下感知肢体运动的能力。本研究对基于前臂的振动触觉系统的设计参数进行了临床前设计级感知评估,该系统通过模式振动传递假体关节位置,以提供非侵入性本体感觉反馈。健康参与者完成了两个实验,评估来自手腕和肘部的双致动器带的触觉线索检测,代表假设的脚踝和膝盖位置。研究了时间结构(顺序与同步刺激)、执行器配置、幅度和频率设置以及信号持续时间对响应精度的影响。在各种振动信号参数值中,顺序振动产生的识别准确率显著高于同时呈现(72.4% vs. 42.7%, p < 0.001)。致动器的位置也会影响表现:与同侧配置相比,同时刺激前臂的相对侧产生的准确性显着降低(p < 0.001),而这种方向效应在顺序呈现时并不显著。在执行器的相等和不相等幅度或频率水平之间,精度没有显着差异。较长的刺激持续时间提高了准确度,从60 ms时的82.3%增加到240 ms时的92.5%,尽管结果表明存在一个饱和点,这表明存在一个最佳的时间窗口。这些发现为前臂感觉反馈系统的设计提供了信息,以改善假肢的控制。
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引用次数: 0
Motion Strategy Generation Based on Multimodal Motion Primitives and Reinforcement Learning Imitation for Quadruped Robots. 基于多模态运动原语和强化学习模仿的四足机器人运动策略生成。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-04 DOI: 10.3390/biomimetics11020115
Qin Zhang, Guanglei Li, Benhang Liu, Chenxi Li, Chuanle Zhu, Hui Chai

With the advancement of task-oriented reinforcement learning (RL), the capability of quadruped robots for motion generation and complex task completion has significantly improved. However, current control strategies require extensive domain expertise and time-consuming design processes to acquire operational skills and achieve multi-task motion control, often failing to effectively manage complex behaviors composed of multiple coordinated actions. To address these limitations, this paper proposes a motion policy generation method for quadruped robots based on multimodal motion primitives and imitation learning. A multimodal motion library was constructed using 3D engine motion design, motion capture data retargeting, and trajectory planning. A temporal domain-based behavior planner was designed to combine these primitives and generate complex behaviors. We developed a RL-based imitation learning training framework to achieve precise trajectory tracking and rapid policy deployment, ensuring the effective application of actions/behaviors on the quadruped platform. Simulation and physical experiments conducted on the Lite3 quadruped robot validated the efficacy of the proposed approach, offering a new paradigm for the deployment and development of motion strategies for quadruped robots.

随着任务导向强化学习(RL)技术的发展,四足机器人的运动生成和复杂任务完成能力得到了显著提高。然而,目前的控制策略需要广泛的领域专业知识和耗时的设计过程来获得操作技能和实现多任务运动控制,往往不能有效地管理由多个协调动作组成的复杂行为。针对这些局限性,本文提出了一种基于多模态运动原语和模仿学习的四足机器人运动策略生成方法。采用三维引擎运动设计、运动捕捉数据重定向和轨迹规划等方法构建了多模态运动库。设计了一个基于时态域的行为规划器来组合这些原语并生成复杂的行为。我们开发了一个基于强化学习的模仿学习训练框架,以实现精确的轨迹跟踪和快速的策略部署,确保行动/行为在四足平台上的有效应用。在Lite3四足机器人上进行的仿真和物理实验验证了该方法的有效性,为四足机器人运动策略的部署和开发提供了新的范例。
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引用次数: 0
Comprehensive Learning-Enhanced Educational Competition Optimizer for Numerical Optimization and Reservoir Production Optimization. 综合学习型教育竞赛优化器的数值优化与油藏生产优化。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-03 DOI: 10.3390/biomimetics11020111
Shuaizhen Li, Jinxiong Luo

The performance of metaheuristic algorithms in solving high-dimensional, non-convex optimization problems is intricately linked to the balance between global exploration and local exploitation. Inspired by biomimetic principles of swarm intelligence, this study evaluates the Educational Competition Optimizer (ECO), a human learning-inspired metaheuristic, and addresses its vulnerability to rapid population homogenization and premature convergence in complex landscapes. To bridge the gap between rigid hierarchical competition and flexible biological cooperation, we propose the Comprehensive Learning-Enhanced Educational Competition Optimizer (CL-ECO), which introduces a dimension-wise multi-exemplar social learning mechanism to the ECO framework. Analogous to cooperative information sharing in animal swarms, CL-ECO reconstructs search trajectories by learning from different peers across decision variables, thereby promoting population diversity and adaptive exploration. Rigorous validation on the CEC 2017 benchmark suite demonstrates that CL-ECO achieves statistically superior convergence accuracy and robustness compared to seven state-of-the-art algorithms, securing the top Friedman rank (1.5862). Furthermore, the practical utility of CL-ECO is substantiated through a complex reservoir production optimization case study, where it outperforms the baseline algorithm in NPV maximization, proving its capability in managing complex, real-world engineering constraints.

元启发式算法在解决高维非凸优化问题中的性能与全局探索和局部开发之间的平衡有着复杂的联系。受群体智能仿生原理的启发,本研究评估了教育竞争优化器(ECO),这是一种人类学习启发的元启发式算法,并解决了其在复杂景观中对快速人口同质化和过早收敛的脆弱性。为了弥合僵化的等级竞争和灵活的生物合作之间的差距,我们提出了综合学习增强教育竞争优化器(CL-ECO),它在ECO框架中引入了一种多维的多范例社会学习机制。类似于动物群体中的合作信息共享,CL-ECO通过跨决策变量向不同同伴学习来重建搜索轨迹,从而促进种群多样性和适应性探索。在CEC 2017基准测试套件上的严格验证表明,与七种最先进的算法相比,CL-ECO在统计上具有优越的收敛精度和鲁棒性,确保了最高的弗里德曼排名(1.5862)。此外,通过复杂油藏生产优化案例研究证实了CL-ECO的实际效用,在NPV最大化方面优于基线算法,证明了其在管理复杂的实际工程约束方面的能力。
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引用次数: 0
EBBO: A Biomimetically Enhanced Optimization Algorithm with Multi-Stage Cooperation for Complex Engineering Applications. EBBO:一种面向复杂工程应用的多阶段协同仿生优化算法。
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-03 DOI: 10.3390/biomimetics11020110
Xuemei Zhu, Haoyu Cai, Shirong Li, Wei Peng

This study proposes Enhanced Beaver Behavior Optimizer (EBBO) to overcome the original BBO algorithm's limitations in handling complex optimization problems. EBBO integrates a three-phase cooperative framework, incorporating adaptive mutation, dynamic opposition-based learning, and an risk-aware decision strategy inspired by simulated annealing. Comprehensive evaluations on the CEC 2017 and CEC 2020 benchmark suites demonstrate that EBBO significantly outperforms nine widely used algorithms (e.g., BBO, FATA, DE) in convergence accuracy, stability, and robustness, especially for high-dimensional and multimodal functions. EBBO achieves average objective value reductions of 15-50% and standard deviation reductions of 30-70% compared to the original BBO, with Wilcoxon rank-sum tests confirming statistical significance across most functions. When applied to three classical engineering design problems-step-cone pulley, pressure vessel, three-bar truss optimization, and 3D UAV path planning-EBBO consistently achieved the best or near-optimal solutions while satisfying all nonlinear constraints. The results confirm that EBBO effectively balances exploration and exploitation, offering a reliable and efficient approach for solving complex constrained optimization challenges in both benchmark and real-world engineering contexts.

为了克服原BBO算法在处理复杂优化问题时的局限性,提出了增强型海狸行为优化器(Enhanced Beaver Behavior Optimizer, EBBO)。EBBO集成了一个三相合作框架,结合了自适应突变、动态对立学习和模拟退火启发的风险意识决策策略。对CEC 2017和CEC 2020基准套件的综合评估表明,EBBO在收敛精度、稳定性和鲁棒性方面显著优于9种广泛使用的算法(如BBO、FATA、DE),特别是对于高维和多模态函数。与原始BBO相比,EBBO的平均目标值降低了15-50%,标准差降低了30-70%,Wilcoxon秩和检验证实了大多数函数的统计显著性。将该方法应用于步锥滑轮、压力容器、三杆桁架优化和三维无人机路径规划这三个经典工程设计问题,在满足所有非线性约束的情况下,始终能得到最优或近最优解。结果证实,EBBO有效地平衡了勘探和开发,为解决基准和实际工程环境中复杂的约束优化挑战提供了一种可靠、有效的方法。
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引用次数: 0
Hybrid LQR-H2 Control of a Kestrel-Based Ornithopter with a Nature-Inspired Flow Control Device for Gust Mitigation. 基于自然气流控制装置的红隼型扑翼机LQR-H2混合控制
IF 3.9 3区 医学 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2026-02-03 DOI: 10.3390/biomimetics11020109
Saddam Hussain, Ali Hennache, Nouman Abbasi, Dajun Xu

Unsteady atmospheric disturbances significantly compromise the stability of ornithopters, necessitating advanced turbulence-mitigation strategies. In contrast, natural flyers display remarkable aerodynamic adaptability through dynamic flow-control mechanisms such as covert feathers, enabling stability across unsteady flow regimes. Drawing inspiration from this biological phenomenon, this study presents the modeling and hybrid control of a kestrel-based ornithopter equipped with a Nature-Inspired Flow Control Device (NFCD) that replicates the adaptive feather deployment mechanism observed in kestrels. A reduced-order multibody bond-graph model (BGM) of the full ornithopter is developed, incorporating the main body, propulsion system, rigid wings, and the NFCD subsystem. The model captures key fluid-structure-interaction (FSI) effects between morphing feathers and surrounding airflow. A Linear Quadratic Regulator (LQR) ensures optimal performance under nominal gust conditions (≤3 m/s), while an H2 controller activates during high-intensity gusts (≥4 m/s) to enhance disturbance rejection through electromechanical feather actuation. A gain-scheduled transition is employed in the intermediate gust range (3-4 m/s) to ensure a smooth transition between controllers. Simulations indicate up to 70% reduction in gust-induced oscillations and 32% gust-mitigation efficiency, achieved through feather actuation in the NFCD combined with hybrid control, stabilizing the ornithopter in less than 1.4 s under higher gust conditions. The close correspondence between simulated responses and previously reported findings validates the proposed approach. Overall, by merging biomimetic aerodynamics, nature-inspired flow control, and advanced control design, the LQR-H2 governed NFCD provides a promising pathway toward gust-tolerant ornithopters capable of resilient and stable flight in unsteady atmospheric environments.

非定常大气扰动极大地损害了扑翼机的稳定性,需要先进的湍流缓解策略。相比之下,天然飞禽通过隐蔽羽毛等动态流动控制机制显示出卓越的空气动力学适应性,从而在非定常流动状态下保持稳定。从这种生物现象中获得灵感,本研究提出了一种基于红隼的扑翼机的建模和混合控制,该扑翼机配备了一个自然启发的流动控制装置(NFCD),该装置复制了在红隼中观察到的自适应羽毛展开机制。建立了包含主体、推进系统、刚性翼和NFCD子系统的全翼扑翼机降阶多体键图模型(BGM)。该模型捕获了变形羽毛与周围气流之间的关键流固耦合效应。线性二次型调节器(LQR)确保在标称阵风条件下(≤3米/秒)的最佳性能,而H2控制器在高强度阵风(≥4米/秒)时激活,通过机电羽毛驱动增强抗扰能力。在中间阵风范围(3-4米/秒)采用增益调度过渡,以确保控制器之间的平稳过渡。模拟表明,通过在NFCD中使用羽毛驱动与混合控制相结合,可以减少70%的阵风振荡,降低32%的阵风缓解效率,在高阵风条件下,在不到1.4秒的时间内使扑翼机稳定下来。模拟反应与先前报告的发现之间的密切对应验证了所提出的方法。总的来说,通过结合仿生空气动力学、受自然启发的流动控制和先进的控制设计,LQR-H2控制的NFCD为在非稳定大气环境中具有弹性和稳定飞行能力的抗风扑翼机提供了一条有希望的途径。
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Biomimetics
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