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2022 IEEE International Conference on Mechatronics and Automation (ICMA)最新文献

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Design and Modeling of Elastic Variable Stiffness Robotic Fish Tail 弹性变刚度机器鱼尾的设计与建模
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9856161
Chunhui Zhu, Liangwei Deng, Xiaofei Wang, Z. Yin, Chao Zhou
Fish have attracted a huge number of researchers in recent years due to their exceptional swimming abilities, and many imitation fish propulsion robots have been produced. Numerous studies have demonstrated that fish obtain the best swimming speed and efficiency by adjusting the stiffness of their bodies when the tail beats at different frequencies, yet most contemporary robotic fish neglect the stiffness of the fish body. In this article, we create a fishtail with elastic materials, which is combined with a hard silicone cylinder and several regularly arranged balls in the cylinder. We achieve changeable stiffness by squeezing the inner elastic balls to enhance total stiffness, which is controlled by a stepper motor, with the reason that second moments of cross section can influence the stiffness of beam. After modeling and analyzing the system, we build it into a composite cantilever beam made up of a hollow outer cylinder and a periodic heterogeneous core. The stiffness of this complicated beam is calculated using a explicitly formula. Finally, in order to achieve a considerable stiffness increase, we construct a test platform and undertake experimental verification.
近年来,鱼类因其独特的游泳能力吸引了大量的研究人员,许多模仿鱼类的推进机器人已经被制造出来。大量的研究表明,当鱼的尾巴以不同的频率跳动时,鱼通过调整身体的刚度来获得最佳的游泳速度和效率,但大多数当代机器鱼忽略了鱼身体的刚度。在这篇文章中,我们用弹性材料制作了一个鱼尾,它是由一个坚硬的硅胶圆柱体和圆柱体中有规则排列的几个球组成的。利用截面二次矩对梁刚度的影响,采用步进电机控制,通过挤压内弹性球来提高梁的总刚度,从而实现变刚度。在对系统进行建模和分析后,我们将其构建为由中空外筒和周期性非均质核心组成的复合悬臂梁。用显式公式计算了这种复杂梁的刚度。最后,为了实现较大的刚度提升,搭建了测试平台并进行了实验验证。
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引用次数: 0
A Novel Spiral Capsule Robot with Liquid Drug Releasing Functions 一种具有液体药物释放功能的新型螺旋胶囊机器人
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9856283
Long Yao, Shuxiang Guo, Lining Zhang
In the field of gastrointestinal and gastrointestinal diseases, the most common detection method is to use a digestive endoscope, but because the gastroscope passes through the human pharynx, it causes irritation to the pharynx, and patients will have discomfort such as nausea; after the colonoscopy enters the intestinal cavity, the patient will feel abdominal pain. To solve these problems, researchers invented capsule endoscopes. At present, after the capsule endoscope used in the clinic is swallowed by the human body, it is moved by the peristalsis of the intestine, and the internal image is transmitted to the outside world through wireless communication for diagnosis by the doctor, and finally discharged from the human anus, with low efficiency and controllability. In this paper, a liquid drug release module device that can be assembled on a micro-robot drive module is proposed, which uses a rotating magnetic field to push the internal spiral rotation structure, and pushes the piston at the bottom of the drug warehouse to squeeze the internal space of the drug warehouse, to achieve the purpose of releasing liquid drugs at a fixed point in the digestive tract.
在胃肠道和胃肠道疾病领域,最常见的检测方法是使用消化内窥镜,但由于胃镜经过人体咽部,对咽部造成刺激,患者会有恶心等不适;结肠镜检查进入肠腔后,患者会感到腹痛。为了解决这些问题,研究人员发明了胶囊内窥镜。目前临床上使用的胶囊内窥镜被人体吞咽后,通过肠道蠕动移动,内部图像通过无线通信传输到外界供医生诊断,最后从人体肛门排出,效率较低,可控性较差。本文提出了一种可装配在微型机器人驱动模块上的液体药物释放模块装置,该装置利用旋转磁场推动内部螺旋旋转结构,并推动药物仓库底部的活塞挤压药物仓库内部空间,达到在消化道固定点释放液体药物的目的。
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引用次数: 1
Attempt toward the development of autonomous explorer for arctic ice survey - Identification of issues for moving on icy and snowy surface 开发用于北极冰调查的自主探测器的尝试-在冰雪表面上移动问题的识别
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9855914
Tatsuro Yonekura, Morimichi Furudate, Kanta Kanazawa, T. Miyoshi, H. Yoshida
The goal of this project is to survey Arctic sea ice. In this paper, we present the design concepts of an Arctic Explorer (AE) that can recover from a stuck situation, drive on inclines, and drive on uneven terrains, which are expected when autonomic driving on an icy, snowy surface. Two different prototypes remotely operated small vehicle AEs had constructed to test three driving abilities on the icy and snowy surface; (1) a stuck situation, (2) an incline situation, and (3) an uneven surface. The results showed that the AE-I got stuck as expected on sherbet-like snow and flat, icy road surfaces with no unevenness. In addition, AE-I could run at low speeds (about 0.1 m/s) on the frozen surface with 2 cm unevenness. AE-II proceeded over uneven surfaces and ran a slope set at 15 degrees. These results suggest that stable traction was obtained by passive changes in the posture of the front and rear sections of AE-II.
这个项目的目标是调查北极海冰。在本文中,我们提出了一种北极探险家(AE)的设计概念,它可以从卡住的情况下恢复,在斜坡上行驶,在不平坦的地形上行驶,这些都是在冰雪表面上自动驾驶时所期望的。制造了两种不同的遥控小型汽车原型,以测试在冰雪路面上的三种驾驶能力;(1)卡住的情况,(2)倾斜的情况,(3)凹凸不平的表面。结果表明,AE-I像预期的那样被困在像雪一样的雪地和平坦的结冰路面上,没有不平整的地方。此外,AE-I可以在2 cm不平整度的冰冻表面低速运行(约0.1 m/s)。AE-II在不平的表面上行驶,并在15度的斜坡上行驶。这些结果表明,AE-II前后段姿态的被动改变获得了稳定的牵引。
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引用次数: 0
Structural Design and Research of Amphibious Robot with Wheel and Propeller 带轮螺旋桨水陆两栖机器人结构设计与研究
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9856168
Haoran Han, Qiang Fu, Jian Guo, Lingxiao Li, Jinliang Yin
With the development of an intelligent unmanned working platform, the design of amphibious robots has gradually become the focus of research in the field of automatic control. An amphibious robot is a multifunctional robot with both land movement ability and underwater movement ability. This paper combines the various characteristics of the wheeled robot and the legged robot at the present stage, so that the amphibious robot has motion speed and multiple degrees of freedom at the same time, and compares and selects the shape and length-width ratio of the robot’s shell. This paper designs a dual-purpose driving module, which installs the land driving device and underwater driving device together to save structural space. Using the waterproof brushless motor as the power take-off device of the module can ensure the efficient operation of the module. The most suitable shell shape and proportion are selected by ANSYS hydrodynamics simulation software, and the thrust characteristics of the underwater driving device are obtained. In addition, a state switching device composed of the steering gear is designed, and experiments show that the device can increase the motion freedom of amphibious robots.
随着智能化无人工作平台的发展,水陆两栖机器人的设计逐渐成为自动控制领域的研究热点。水陆两栖机器人是一种兼具陆地和水下运动能力的多功能机器人。本文结合现阶段轮式机器人和腿式机器人的各种特点,使水陆两栖机器人同时具有运动速度和多个自由度,并对机器人外壳的形状和长宽比进行了比较和选择。本文设计了一种双重驱动模块,将陆地驱动装置和水下驱动装置安装在一起,以节省结构空间。采用防水无刷电机作为模块的动力输出装置,可以保证模块的高效运行。利用ANSYS流体动力学仿真软件选择了最合适的壳体形状和比例,得到了水下驱动装置的推力特性。此外,设计了由舵机组成的状态切换装置,实验表明,该装置可以提高水陆两栖机器人的运动自由度。
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引用次数: 0
Application of A star algorithm in amphibious hull cleaning robot A星算法在水陆两栖船体清扫机器人中的应用
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9855911
Qiyue Wang, Qiang Fu, Yi Zhang, Lingxiao Li, Haoran Han, Jinliang Yin, Zhe Hao
Ships sailing in the sea for a long time, the bottom of the ship will be attached to many creatures, resulting in slower and slower sailing speed, there is a certain security risks. This paper studies an amphibious hull cleaning robot, which can clean the bottom of the ship and store the bottom condition for professional inspection. Thus, the cost of ship cleaning and maintenance can be reduced and the safety of personnel can be improved. In this paper, A-Star algorithm is proposed to solve the path planning problem of the robot.
船舶长期在海上航行,船底会附着许多生物,导致航行速度越来越慢,存在一定的安全隐患。本文研究了一种两栖船体清洁机器人,该机器人可以对船底进行清洁,并将船底状况储存起来供专业人员检查。从而降低船舶的清洁和维护成本,提高人员的安全性。本文提出了A-Star算法来解决机器人的路径规划问题。
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引用次数: 0
Aerodynamic Simulation of Aircraft Crusing Characteristics Based on FLUENT 基于FLUENT的飞机巡航特性气动仿真
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9856231
Li-Bin Duan, Liwei Shi, Shuxiang Guo, Pengxiao Bao
The frame structure of the aircraft and the aerodynamic layout of the main components are closely related to the dynamic characteristics of the aircraft and the aerodynamic forces it receives, which determine the aircraft characteristics and performance indicators of the aircraft. In order to study whether the performance index of the control system meets the actual requirements and the influence of the change of the relevant initial conditions on the aerodynamic characteristics of the aircraft. According to the cruising requirements, we independent design of aircraft model, determine the calculation area of the aircraft and use a new mesh generation technique to generate an unstructured polyhedral mesh and also select a suitable calculation model according to the discrete characteristics of the equation and set the relevant initial conditions of the aircraft and at last uses ANSYS FLUENT to carry out the aerodynamic simulation calculation of the aircraft. The data analysis of the simulation results is achieved, the pressure contour, the vorticity contour, velocity vector contour and streamline contour of the aircraft surface are analyzed. Meanwhile, the lift coefficient, the drag coefficient and the optimum speed for high altitude flight of the aircraft are obtained. The study of the changing law can provide the basis and reference for the aerodynamic flight performance of the aircraft.
飞机的框架结构和主要部件的气动布局与飞机的动力特性和所受的气动力密切相关,决定了飞机的特性和性能指标。为了研究控制系统的性能指标是否满足实际要求,以及相关初始条件的变化对飞机气动特性的影响。根据巡航要求,自主设计飞机模型,确定飞机的计算区域,采用新的网格生成技术生成非结构化多面体网格,并根据方程的离散特性选择合适的计算模型,设置飞机的相关初始条件,最后利用ANSYS FLUENT对飞机进行气动仿真计算。对仿真结果进行了数据分析,分析了飞机表面的压力轮廓、涡量轮廓、速度矢量轮廓和流线轮廓。同时,得到了飞机在高空飞行时的升力系数、阻力系数和最佳速度。研究其变化规律可以为飞机的气动飞行性能提供依据和参考。
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引用次数: 0
Motorized buoy path following based on improved LOS algorithm and Aquila optimizer algorithm 基于改进LOS算法和Aquila优化算法的机动浮标路径跟踪
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9856219
Fengxu Guan, Zipeng Yang, Xu Zhang, Jiawei Huang
This paper improves the traditional LOS guidance algorithm and obtains a Los guidance algorithm based on time-varying virtual guidance distance. Through comparative simulation, it is proved that the method is better to solve the guidance angle when designing the path following controller of motorized buoy. On the other hand, in order to reduce the unnecessary energy loss of the motorized buoy, the rudder energy loss of the motorized buoy is taken into account, and a more energy-saving path following controller of the motorized buoy is designed. Aquila optimizer is introduced to complete the solution of the control quantity. Ultimately, through comparative simulation, it is proved that the improved controller can achieve more energy-saving control performance while maintaining superior track control effect.
本文对传统的目视制导算法进行了改进,得到了一种基于时变虚拟制导距离的目视制导算法。通过仿真对比,证明了该方法在设计机动浮筒路径跟随控制器时能较好地解决导引角问题。另一方面,为了减少机动浮筒不必要的能量损失,考虑了机动浮筒方向舵的能量损失,设计了更加节能的机动浮筒路径跟随控制器。引入Aquila优化器完成控制量的求解。最终通过对比仿真证明,改进后的控制器在保持优越的轨迹控制效果的同时,能够实现更节能的控制性能。
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引用次数: 1
Object Pose Estimation with Point Cloud Data for Robot Grasping 基于点云数据的机器人抓取目标姿态估计
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9856092
Xingfang Wu, Weiming Qu, T. Zhang, D. Luo
Object pose estimation refers to the estimation of objects’ position and orientation relative to the camera coordinate system using visual information. It is fundamental to grasp point selection and motion planning in robot grasping. Different from other works using depth vision sensors, this work discusses the approach of estimating objects’ pose specially with unilateral and unordered point clouds of single objects in robot grasping. In this paper, we propose to directly consume point clouds to estimate objects’ 3D position and 3D orientations relative to predefined canonical posture, which utilizes the PointCNN [1]. A dataset is also collected specifically for this task, on which we train our models and validate the effectiveness of our proposed method. Code, dataset and pre-trained models are available at https://github.com/shrcrobot/Pose-Estimation
物体姿态估计是指利用视觉信息估计物体相对于摄像机坐标系的位置和方向。抓取点的选择和运动规划是机器人抓取的基础。与其他使用深度视觉传感器的研究不同,本文特别讨论了机器人抓取中单个物体的单边和无序点云的姿态估计方法。在本文中,我们提出直接消耗点云来估计物体相对于预定义的规范姿态的三维位置和三维方向,这利用了PointCNN[1]。我们还专门为这个任务收集了一个数据集,在这个数据集上我们训练了我们的模型并验证了我们提出的方法的有效性。代码、数据集和预训练模型可在https://github.com/shrcrobot/Pose-Estimation上获得
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引用次数: 1
Automatic Labeling in Image Segmentation and Classification for TFT-LCD Manufacturing TFT-LCD制造中图像分割与分类的自动标注
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9856233
Chang Liu, S. Vaassen, Lakshmi Manoj, Xiaojie Zhan, C. Xu, Someshwar Rudra Ajay, Ziyue Lu, Max Wittstamm, Sa. Jain, Chao Zhang, Benny Drescher
Product quality inspection of Thin-film transistor-liquid crystal display (TFT-LCD) is time-consuming and labor-intensive. An automatic algorithm-based defect inspection system solves these problems by reducing the time and manual labor involved. This research work proposes an AI-based LCD inspection vision system that evaluates defects by AI-based defect segmentation and classification. Time-consuming pixel-level labeling of defects can be eliminated by applying weakly-supervised learning methods. The efforts of quality control personnel for model training can be reduced which is especially important in high-mix production with a high amount of changeovers and production process adjustments. Therefore, PP-CAM (Precise-Puzzle-CAM) based defect segmentation method is proposed to cope with diverse TFT-LCD defect shapes and sizes. Secondly, a region of interest-supported classification method is developed to enable cropping of small-scale TFT-LCD. The performance of the AI methods are investigated using industrial TFT-LCD manufacturing datasets of two manufacturing processes.
薄膜晶体管-液晶显示器(TFT-LCD)的产品质量检验费时费力。一个基于自动算法的缺陷检测系统通过减少时间和人工劳动来解决这些问题。本研究提出了一种基于人工智能的LCD检测视觉系统,该系统采用基于人工智能的缺陷分割与分类对缺陷进行评估。采用弱监督学习方法可以消除耗时的像素级缺陷标记。可以减少质量控制人员对模型进行培训的工作量,这对于高混合生产,大量转换和生产工艺调整尤其重要。为此,提出了基于PP-CAM (precision - puzzle - cam)的缺陷分割方法,以应对不同形状和尺寸的TFT-LCD缺陷。其次,提出了一种兴趣支持区域分类方法,实现了小尺度TFT-LCD的裁剪。利用两种制造工艺的工业TFT-LCD制造数据集研究了人工智能方法的性能。
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引用次数: 0
Dynamic Modeling of the Tuna-Inspired Robotic Fish Based on the Elastic-Damping Mechanism 基于弹性阻尼机构的金枪鱼仿生机器鱼动力学建模
Pub Date : 2022-08-07 DOI: 10.1109/ICMA54519.2022.9856140
Xiaofei Wang, Liangwei Deng, Chunhui Zhu, Z. Yin, Jian Wang, Chao Zhou
Compliant passive mechanism has been widely employed in the development of bioinspired aquatic robots that imitates the variable stiffness of fish muscles. However, the existing compliant passive mechanism cannot produce excellent propulsion performance in a wide frequency range. To solve this problem, this paper proposes a novel modeling method for a tuna-inspired robotic fish with passive compliant joint. The passive compliant joint is developed composed of double torsion springs and damping liquid, attempting to implement on the robotic fish to achieve high swimming performance. In order to analyze the motion of the passive joint, a hydrodynamic-twisting-damping torque (HTDT) model is proposed. A dynamic model based on Kane equation is established and indicates that the compliant joint could affect the torque transmitted to the caudal fin to improve the swimming speed of the robotic fish. The particle swarm optimization (PSO) algorithm is further employed to optimize the joint parameters for an enhanced velocity performance. The obtained simulation results suggest that the proposed robotic fish model can reach to a speed of 2.32 m/s, exhibiting an excellent swimming performance. The dynamic model established by this study can make a guideline for the development of robotic fishes with the compliant passive joint.
柔性被动机构已被广泛应用于仿生水生机器人的开发,以模仿鱼类肌肉的可变刚度。然而,现有的柔性被动机构不能在较宽的频率范围内产生优异的推进性能。为了解决这一问题,本文提出了一种基于被动柔性关节的仿金枪鱼机器鱼的建模方法。研制了由双扭簧和阻尼液组成的被动柔性关节,试图将其实现在机器鱼身上,使其具有较高的游动性能。为了分析被动关节的运动,提出了一种水动力-扭转-阻尼力矩(HTDT)模型。建立了基于Kane方程的动力学模型,表明柔性关节可以影响传递到尾鳍的扭矩,从而提高机器鱼的游动速度。进一步采用粒子群优化算法对关节参数进行优化,以提高关节的速度性能。仿真结果表明,所提出的机器鱼模型可以达到2.32 m/s的速度,具有良好的游动性能。所建立的动力学模型可为柔性被动关节机器鱼的研制提供指导。
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引用次数: 2
期刊
2022 IEEE International Conference on Mechatronics and Automation (ICMA)
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