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Software architecture for adaptable assembly systems 适应性装配系统的软件架构
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.07.012
Dominik Kuhn (M.Sc.) , Martin Karkowski (M.Sc.) , Jannis Pfister (M.Sc.) , Max Eichenwald (M.Sc.) , Rainer Müller (Prof. Dr.-Ing.)
Modern manufacturing methods demand highly flexible and reusable assembly systems. Such flexibility and reusability can be attained using systems that are modular. These modular systems have the ability to react faster to market forces and are adaptable beyond the limits of the so-called flexibility corridor. Also, placing the constraints of flexibility and reusability on software paves the way for design and usage of generic systems that have a relatively low initial cost.
However, these advantages are often overshadowed by the complexity of these software systems. Especially, one faces many difficulties in software modularizing the assembly system so that each module can be integrated seamlessly into the entire system. Defining an interface in the development phase is practically impossible given that systems evolve a lot before reaching production phase.
现代制造方法需要高度灵活和可重复使用的装配系统。这种灵活性和可重用性可以通过模块化系统来实现。这些模块化系统能够对市场力量做出更快的反应,其适应性超出了所谓的灵活性走廊的限制。此外,对软件的灵活性和可重用性进行限制,也为设计和使用初始成本相对较低的通用系统铺平了道路。然而,这些优势往往被这些软件系统的复杂性所掩盖。特别是,要将装配系统软件模块化,使每个模块都能无缝集成到整个系统中,会面临许多困难。鉴于系统在进入生产阶段之前会发生很多变化,因此在开发阶段定义接口实际上是不可能的。
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引用次数: 0
A high-precision and efficient adaptive alignment method for Cassegrain dual mirror optical system based on machine learning algorithms 基于机器学习算法的卡塞格伦双镜光学系统高精度高效自适应对准方法
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.07.034
Jian XIONG , Zhijing ZHANG , Xinhai YU , Qimuge SAREN , Taiyu SU , Erbo LI
The Cassegrain telescope is widely used in aerospace exploration equipment, characterized by compact structure, complex optical path, and high imaging quality. However, due to the difficulty in establishing an accurate correspondence between the relative pose and imaging quality of a multi mirror group with real machining errors, the current Cassegrain telescope assembly process is very difficult, with blind operation, time-consuming, and low accuracy. This article proposes a high-precision adaptive alignment method for Cassegrain dual mirror optical systems based on machine learning algorisms, and an experimental adaptive alignment system with uncoupled degrees of freedom is developed. Firstly, the overall architecture of the adaptive alignment method is proposed consists of detection, calculation and alignment modules. In the detection module, the Zernike polynomial coefficient of wavefront aberration of the optical system is detected online through the interferometer, meanwhile the pose coordinates of the secondary mirror is accurately fed back through a 6-DOF nanoscale micro mechanism. In the calculation module, machine learning algorithm is applied to build a nonlinear mapping model between the Zernike coefficient and the pose coordinates of the secondary mirror. In the alignment module, the pose coordinates of the secondary mirror can be forced to adjust to the target position. Then, during the real alignment process, the Zernike coefficient test data of the optical system alignment process is monitored in real time, and the nonlinear mapping model is employed to calculate the pose coordinates and then the misalignment of the secondary mirror. Finally, the alignment module is driven to execute the pose correction according to the calculated misalignment value, realizing a high-precision adjustment of the Cassegrain dual mirror optical system. Experimental results shows that the average alignment time cost can be dramatically reduced from around 7 days using the current manual alignment method to just 30 minutes using the proposed adaptive alignment method for achieving a current standard alignment accuracy of wavefront aberration root mean square (RMS) less than 0.1λ, which greatly improves the assembly efficiency. This study proposes a new method for high-precision and efficient alignment of optical systems based on artificial intelligence and contributes to the efficiency improvement for optical assembly.
卡塞格伦望远镜广泛应用于航天探测设备,具有结构紧凑、光路复杂、成像质量高等特点。然而,由于多镜组的相对姿态与成像质量之间难以建立准确的对应关系,且存在实际加工误差,因此目前的卡塞格伦望远镜装配工艺难度大、盲目操作、耗时长、精度低。本文提出了一种基于机器学习算法的卡塞格伦双镜光学系统高精度自适应对准方法,并开发了一种非耦合自由度自适应对准实验系统。首先,自适应配准方法的总体结构由检测、计算和配准模块组成。在检测模块中,通过干涉仪在线检测光学系统波前像差的Zernike多项式系数,同时通过6-DOF纳米级微机构精确反馈副镜的姿态坐标。在计算模块中,应用机器学习算法建立 Zernike 系数与副镜姿态坐标之间的非线性映射模型。在对准模块中,副反射镜的姿态坐标可以强制调整到目标位置。然后,在实际对准过程中,实时监测光学系统对准过程的 Zernike 系数测试数据,并利用非线性映射模型计算姿态坐标,进而计算副反射镜的偏差。最后,根据计算出的偏差值驱动对准模块执行姿态校正,实现卡塞格伦双镜光学系统的高精度调整。实验结果表明,使用所提出的自适应对准方法,平均对准时间成本可从目前使用的人工对准方法的 7 天左右大幅降低到仅需 30 分钟,即可实现波前像差均方根(RMS)小于 0.1λ 的当前标准对准精度,从而大大提高了装配效率。本研究提出了一种基于人工智能的高精度、高效率光学系统对准新方法,有助于提高光学装配的效率。
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引用次数: 0
Additively manufactured vacuum grippers for the flexible handling and assembly of hairpin coils in electric motor production 用于在电机生产中灵活搬运和装配发夹线圈的快速制造真空机械手
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.07.003
Felix Fraider, Michael Baranowski, Johannes Gerner, Chiara Cassiani, Philipp Geis, Felix Wirth, Jürgen Fleischer
Hairpin technology has recently become the predominant winding technology for the manufacturing of stators used in electric traction motors. In contrast to conventional winding techniques, the manufacturing process chain is based on rectangular wire which is bent into a three-dimensional U-shape – so-called hairpin coils. These hairpin coils have to be individually gripped and assembled to form the stator winding. There can be hundreds of hairpin coils in a single stator, which can also differ in shape. Therefore, gripping and moving the individual hairpin coils is a challenging task in terms of flexibility and cycle time. This paper presents an approach to meet the outlined requirements using additively manufactured vacuum grippers. A concept is investigated in which the vacuum is generated in a conventional vacuum ejector and fed to the vacuum gripper via hose lines. In contrast, the concept of a functionally integrated vacuum gripper manufactured by a new laser-sintering process with automated continuous fibre reinforcement is presented. Based on the laser-sintering process, a lightweight vacuum gripper with an integrated vacuum ejector can be manufactured in a single process step without additional costs for purchased parts. After a review of the state of the art in both hairpin-specific and additively manufactured lightweight grippers, experimental test series are carried out concerning the vacuum quality and the grip strength of the different vacuum gripper designs. Pull-off tests show that high holding forces of several Newtons are possible proving the basic usability of vacuum grippers for hairpins, even though the achievable vacuum quality of the functionally integrated vacuum gripper is lower than that of the conventional ejector. Comparison of the novel approaches with a conventional mechanical hairpin gripper regarding weight, production costs and production time show promising improvements.
最近,发夹技术已成为制造电力牵引电机定子的主要绕组技术。与传统绕组技术不同的是,该制造工艺链以矩形线材为基础,将其弯曲成三维 U 形--即所谓的发夹线圈。这些发夹式线圈必须单独抓取并组装成定子绕组。一个定子中可能有数百个发夹线圈,它们的形状也可能各不相同。因此,抓取和移动单个发夹线圈在灵活性和周期时间方面都是一项具有挑战性的任务。本文介绍了一种使用快速成型真空夹具来满足上述要求的方法。本文研究的概念是在传统的真空喷射器中产生真空,并通过软管输送到真空机械手。相比之下,本文提出了一种功能集成式真空机械手的概念,该机械手采用新型激光烧结工艺制造,并配有自动连续纤维加固装置。在激光烧结工艺的基础上,只需一道工序就能制造出带有集成真空喷射器的轻型真空抓取器,而无需增加外购部件的成本。在回顾了发夹式和加成型轻型机械手的技术现状之后,对不同真空机械手设计的真空质量和抓取强度进行了一系列实验测试。拉拔测试表明,尽管功能集成式真空夹具可达到的真空质量低于传统顶出器,但仍可实现几牛顿的高夹持力,这证明真空夹具对发卡的基本可用性。在重量、生产成本和生产时间方面,新方法与传统的机械发夹夹具进行了比较,结果表明两者都有很大的改进。
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引用次数: 0
Multi-sensor data fusion framework and validation of algorithms with reference datasets 多传感器数据融合框架和利用参考数据集验证算法
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.10.024
Louis-Ferdinand Lafon , Alain Vissière , Charyar Mehdi-Souzani , Hichem Nouira , Nabil Anwer
Spatial data fusion algorithms are widely applied in dimensional metrology for quality assessment or surface reconstruction. Multi-sensor point cloud fusion combines the advantages of multiple sensors by merging their measurements into a single coordinate system and reducing the prediction uncertainty and systematic errors. Algorithms designed for these tasks employ many methods that require thorough evaluations through a common framework. To address this need, this paper proposes a framework for simultaneous registration and approximation, and introduces a reference data generator for unbiased evaluations of data fusion algorithms with heterogeneous and anisotropic noise assumptions for applications involving multiple sensors. The bias for the generated reference data is evaluated close to floating point accuracy, which validates the generation method, and uncertainty evaluation on ICP variants reveals that reference data is more suitable to evaluate point cloud fusion algorithms. The proposed framework and data generator allows developing and validating more accurate data fusion algorithms.
空间数据融合算法被广泛应用于质量评估或表面重建的尺寸计量中。多传感器点云融合结合了多个传感器的优势,将它们的测量结果合并到一个坐标系中,减少了预测的不确定性和系统误差。针对这些任务设计的算法采用了多种方法,需要通过一个通用框架进行全面评估。为了满足这一需求,本文提出了一个同步注册和近似的框架,并引入了一个参考数据生成器,用于对涉及多个传感器应用的具有异构和各向异性噪声假设的数据融合算法进行无偏评估。对生成的参考数据进行的偏差评估接近浮点精度,这验证了生成方法,而对 ICP 变体进行的不确定性评估显示,参考数据更适合评估点云融合算法。建议的框架和数据生成器允许开发和验证更精确的数据融合算法。
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引用次数: 0
Facilitating circularity: challenges and design guidelines of Product-as-a-Service (PaaS) business model offers for electrical and electronic equipment 促进循环:电气和电子设备产品即服务(PaaS)商业模式的挑战和设计指南
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.03.037
J. Hidalgo-Crespo , Andreas Riel , Paulina Golinska-Dawson , Jef R. Peeters , Karolina Werner-Lewandowska , Joost R. Duflou
The move towards a circular economy brings a range of practical challenges for product and service designers that will need to facilitate this transformation from a linear take-make-dispose model to a more circular model. The concept of Product-as-a-Service (PaaS) emerges as an innovative business model capable of catalyzing this fundamental shift. In a PaaS context, any product will be used by several different customers during its lifetime through different operational methodologies and value delivery mechanisms, so incorporating circularity into both product and service design is pivotal for the establishment of more sustainable product-service systems. To facilitate circularity, it is imperative to be able to close loops in the current PaaS offerings by the development of reuse, refurbishment, repair, remanufacturing, and recycling. However, different challenges arise from each of them, which translate into different design guidelines. With the help of the literature and through a cooperative ERA-MIN project, different expert partners provided their insights on the proposed PaaS offering for electrical and electronic equipment (EEE). The objective of this paper is to present the main challenges and describe the design guidelines derived from them.
向循环经济的转变给产品和服务设计者带来了一系列实际挑战,他们需要促进从线性的 "拿走-制造-丢弃 "模式向更加循环的模式转变。产品即服务(PaaS)的概念作为一种创新的商业模式出现,能够促进这一根本性转变。在 PaaS 环境中,任何产品在其生命周期内都将通过不同的运营方法和价值交付机制被多个不同的客户使用,因此,将循环性纳入产品和服务设计对于建立更具可持续性的产品-服务系统至关重要。为了促进循环性,必须能够通过开发再利用、翻新、维修、再制造和回收利用来实现当前 PaaS 产品的闭环。然而,每种方式都面临着不同的挑战,并转化为不同的设计准则。在文献资料的帮助下,通过ERA-MIN合作项目,不同的专家合作伙伴就电气和电子设备(EEE)的PaaS产品建议提出了自己的见解。本文的目的是介绍主要的挑战,并描述从中得出的设计准则。
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引用次数: 0
Framework for Designing Quality-Centered Assistance Systems for the Smart Factory 为智能工厂设计以质量为中心的辅助系统的框架
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.03.017
Rieke Leder , Ann-Kathrin Rohde , Nicolas Jathe , Michael Lütjen , Michael Freitag
Employee assistance systems are essential for companies to manage the growing complexity of information and processes. However, current systems mainly provide process-oriented support through documentation options, leaving a gap in real-time quality assessment. Real-time or in-process quality assessment becomes increasingly attractive for large and complex components where automated inspection is not feasible. To fill this gap, this paper proposes a new modeling framework for quality-centric assistance systems that are tailored to the Smart Factory environment. The framework integrates digital design principles, standard manufacturing processes, and quality parameters, facilitating seamless integration and standardized data exchange. An expert evaluation of the framework yielded positive ratings across various dimensions, underscoring its potential impact. Feedback from experts indicated the need for further refinement, including enhancing credibility through implementation and field tests, providing more detailed procedure models, and addressing challenges in sensor integration. Overall, this framework represents a significant advancement towards process-oriented assistance in various application areas, with implications for optimizing production and quality processes.
员工辅助系统对企业管理日益复杂的信息和流程至关重要。然而,目前的系统主要是通过文档选项提供面向流程的支持,在实时质量评估方面存在空白。对于无法进行自动检测的大型复杂部件来说,实时或过程中质量评估变得越来越有吸引力。为了填补这一空白,本文提出了一个新的建模框架,用于为智能工厂环境量身定制以质量为中心的辅助系统。该框架集成了数字化设计原则、标准制造流程和质量参数,有利于无缝集成和标准化数据交换。专家对该框架的评估在多个方面都获得了积极评价,凸显了其潜在影响。专家的反馈意见表明需要进一步完善,包括通过实施和现场测试提高可信度,提供更详细的程序模型,以及应对传感器集成方面的挑战。总体而言,该框架代表了在不同应用领域提供以流程为导向的协助方面取得的重大进展,对优化生产和质量流程具有重要意义。
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引用次数: 0
Comparative analysis of topology optimization versus material substitution: Is there a best method for vehicle weight reduction? 拓扑优化与材料替代的比较分析:是否有减轻车重的最佳方法?
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.06.013
Gibson P. Chirinda , Stephen Matope , Philani Zincume , Whisper Maisiri , Andreas Sterzing
The United Nations (UN) Sustainable Development Goal 13 focuses on taking urgent action to combat climate change and its impacts. Resource efficient production and strict emission regulations have made vehicle weight reduction a subject of great interest. Common lightweighting techniques include topology optimization and material substitution. The benefits include reduced raw material usage, low fuel consumption, and low carbon emissions. There is a gap in the complex balance of decision-making. If an engineer is faced with the option of topologically optimizing or materially substituting, is one method better than the other? This paper comparatively analyses these lightweight design strategies.
联合国可持续发展目标 13 的重点是采取紧急行动应对气候变化及其影响。资源节约型生产和严格的排放法规使汽车减重成为一个备受关注的话题。常见的轻量化技术包括拓扑优化和材料替代。其优点包括减少原材料用量、低油耗和低碳排放。在复杂的决策平衡中存在一个缺口。如果工程师面临拓扑优化或材料替代的选择,是否一种方法比另一种方法更好?本文对这些轻量化设计策略进行了比较分析。
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引用次数: 0
Prototyping Industry 4.0: The Case of an Automated Stapler for Acoustic Slat Panel Production 工业 4.0 原型:用于隔音板生产的自动订书机案例
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.06.015
Sander Evenrud Kildal , Jonas Rossavik Johannessen , Daniel Nygård Ege , Martin Francis Berg , Martin Steinert
This paper explores the practical adoption challenges of Industry 4.0 principles in Small Enterprises (SEs), particularly through the development of an automated stapler prototype for acoustic slat panel production. The study presents a case where the prototype, costing less than 400 euros, is shown to potentially increase the production rate by 42%, showcasing the feasibility of cost-effective, tailored solutions in digitizing manufacturing processes within SEs. It demonstrates that such incremental improvements can substantially boost productivity and efficiency, enabling SEs to better compete in increasingly demanding markets while also mitigating the high cost and physical strains associated with manual labor. The presented approach of prioritizing significant improvements over complete automation aligns well with the practical and financial constraints of SEs. Moreover, the paper challenges the notion that the adoption of Industry 4.0 necessitates substantial investment, by highlighting the importance of flexible, low-cost prototyping in overcoming financial and technical constraints, suggesting a shift towards accessible digital transformation in the manufacturing sector.
本文探讨了工业 4.0 原则在小型企业(SEs)中的实际应用挑战,特别是通过开发用于生产隔音板条的自动订书机原型。该研究介绍了一个案例,该案例显示,成本不到 400 欧元的原型机可将生产率提高 42%,展示了经济高效、量身定制的解决方案在小型企业生产流程数字化方面的可行性。它表明,这种渐进式的改进可以大幅提高生产力和效率,使企业能够在要求日益严苛的市场中更好地竞争,同时还能减轻与手工劳动相关的高成本和体力压力。本文提出的优先考虑重大改进而非完全自动化的方法,非常符合企业的实际情况和财务限制。此外,本文通过强调灵活、低成本的原型设计在克服资金和技术限制方面的重要性,对采用工业 4.0 需要大量投资的观点提出了质疑,并提出了制造业向无障碍数字化转型的转变。
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引用次数: 0
Influence of clearance and velocity during blanking on the fatigue behavior of cellulose-based biocomposites 冲裁过程中的间隙和速度对纤维素基生物复合材料疲劳行为的影响
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.08.010
Ronja Scholz , Sven Winter , Alexander Delp , Tobias Breitfeld , Verena Psyk , Welf-Guntram Drossel , Frank Walther

Cellulose-based biocomposites, such as Cottonid, are a promising class of materials to improve the carbon footprint of products during their service life. Cottonid has high technological potential due to its physical and mechanical similarities to engineering plastics and light metals. To replace traditional metallic materials in industry, cellulose-based semi-finished products need to be formed and cut. In particular, blanking is the most cost-effective and industrially common cutting method for metals. However, this study investigates the influence of various blanking process parameters on the quality and the fatigue strength of the resulting cutting edges of Cottonid. The presented results give insights on how the relationships between process parameters during cutting and resulting material properties known from conventional materials can be transferred to cellulose-based biocomposites like Cottonid. The relative clearance was varied between 4 and 10% and the cutting velocity between 0.05 and 10 m/s. It was evident that slower velocities and smaller clearances resulted in visibly better cutting edges. In order to relate this effect to the mechanical performance of Cottonid, new 3-point bend specimens were taken from the blanked strips for fatigue testing. It was found that the fatigue strength was significantly affected by the velocity and clearance. Further, similar to metallic materials, clean-cut (smooth area) and a fractured zone can be clearly distinguished. A good cutting edge quality results in a higher resistance of the Cottonid component against crack initiation at process-induced defects. The knowledge gained may enable an efficient cutting process for cellulose-based materials with higher fatigue strength in the future.

纤维素基生物复合材料(如 Cottonid)是一类很有前途的材料,可改善产品在使用寿命期间的碳足迹。由于其物理和机械性能与工程塑料和轻金属相似,Cottonid 具有很高的技术潜力。为了在工业中取代传统的金属材料,需要对纤维素基半成品进行成型和切割。其中,冲裁是成本效益最高、工业上最常用的金属切割方法。然而,本研究调查了各种冲裁工艺参数对 Cottonid 切削刃质量和疲劳强度的影响。研究结果揭示了如何将传统材料中已知的切割工艺参数与材料性能之间的关系应用到纤维素基生物复合材料(如 Cottonid)中。相对间隙在 4 至 10% 之间变化,切割速度在 0.05 至 10 m/s 之间变化。很明显,较慢的速度和较小的间隙可明显改善切割边缘。为了将这种影响与 Cottonid 的机械性能联系起来,从空白带材中提取了新的三点弯曲试样进行疲劳测试。结果发现,疲劳强度受速度和间隙的影响很大。此外,与金属材料类似,清洁切口(光滑区域)和断裂区域可以清晰区分。良好的切削刃质量可使棉花部件在加工过程中产生的缺陷处具有更高的抗裂纹能力。所获得的知识可使纤维素基材料的高效切割工艺在未来具有更高的疲劳强度。
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引用次数: 0
Bioinspired active hemocompatible coating systems for mechanical circulatory support devices: when engineering meets nano and molecular technology 用于机械循环支持装置的生物启发活性血液兼容涂层系统:当工程学遇上纳米和分子技术
Pub Date : 2024-01-01 DOI: 10.1016/j.procir.2024.08.011
Martin Kohse , Lena Witzdam , Felix Jakob , Alexander Boes , Holger Mescheder , Robin Day , Oliver Grottke , Ulrich Schwaneberg , Cesar Rodriguez-Emmenegger , Thomas Bergs

Industrial manufacturing is undergoing a biological transformation, which has become a growing part of current research in production engineering. The technologies involved help to translate innovative approaches into existing or novel medical devices. Currently, however, even the most advanced blood contacting medical devices fail to be sufficiently inert to blood, thus causing acute effects – coagulation, inflammation, embolism, stroke – as well as chronic ones – inflammation and chronic use of anticoagulants. We present the marriage of advanced molecular science, nanotechnology and advanced production engineering to improve the hemocompatibility of hemodynamic systems, such as artificial hearts. Our consortium has joined forces to develop nature-inspired coating systems that improve hemocompatibility, prohibit adhesion of bacteria and minimize the growth of dangerous large thrombi. We achieve this by (1) concealing the presence of the titanium surface, thereby minimizing the activation of inflammatory and coagulatory reactions, (2) locally inactivating those molecules that cause uncontrolled coagulation, (3) directing the blood to use its own fibrinolytic system to digest the clot and (4) introducing micro surface patterns that interfere with the flow near the surface generating shear, which in turn prohibits dangerous clots from growing. In vitro tests demonstrate considerable improvement in hemocompatibility.

工业制造正在经历一场生物学上的变革,这已成为当前生产工程研究中日益重要的一部分。相关技术有助于将创新方法转化为现有或新型医疗设备。然而,目前即使是最先进的血液接触医疗设备也无法充分惰化血液,从而造成急性影响--凝血、炎症、栓塞、中风,以及慢性影响--炎症和长期使用抗凝剂。我们将先进的分子科学、纳米技术和先进的生产工程相结合,以改善人工心脏等血液动力系统的血液相容性。我们的联盟联合开发了受自然启发的涂层系统,可改善血液相容性、禁止细菌附着并最大限度地减少危险的大血栓的生长。我们通过以下方法来实现这一目标:(1) 隐藏钛表面的存在,从而最大限度地减少炎症和凝血反应的激活;(2) 局部灭活那些导致凝血失控的分子;(3) 引导血液利用自身的纤维蛋白溶解系统来消化血栓;(4) 引入微表面图案,干扰表面附近的流动,产生剪切力,进而阻止危险血栓的生长。体外测试表明,这种材料的血液相容性大大提高。
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引用次数: 0
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