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Testing of Auditory Clinical Alarms in ICU/CCU ICU/CCU临床听觉报警的检验
S. Thangavelu, E. Supriyanto, J. Yunus
Almost all medical devices in ICU/CCU have a built-in clinical alarm system to alert when there are changes in a patient’s condition. The objective of this study is to investigate the effectiveness of the existing alarm system in ICU/CCU. Two summative usability tests were conducted to test the effectiveness of existing and new alarm signals based on IEC 60601-1-8:2006 standard. Further formative test was conducted to study perception of urgency associated with number of tones in the alarm signals. The findings indicate that the existing auditory alarm signal in ICU/CCU do not indicate the urgency of the alarm conditions. The simulation test indicates that the respondents preferred 282Hz, 500Hz and 800Hz for low, medium and high-risk alarm respectively. The one-sample proportion z test on urgency mapping indicates that the proportion of responses for highest risk is more than 50% for single tone test signal. These results show that single tone test signal being perceived as highest risk regardless of frequency. It can be concluded the auditory alarm designed based on this IEC 60608-1-8:2006 standard is not effective. As such it is proposed that incorporation of the new alarm frequencies and tones will improve the effectiveness of the alarm signal.
几乎所有ICU/CCU的医疗设备都有内置的临床报警系统,当患者病情发生变化时发出警报。本研究的目的是探讨现有报警系统在ICU/CCU的有效性。根据IEC 60601-1-8:2006标准,对现有报警信号和新的报警信号进行了两项总结性可用性测试。进一步的形成性测试是为了研究与警报信号中音调数量相关的紧迫感感知。结果表明,ICU/CCU现有的听觉报警信号不能反映报警情况的紧迫性。仿真测试表明,受访者对低、中、高风险报警的首选频率分别为282Hz、500Hz和800Hz。紧急映射的单样本比例z检验表明,单音测试信号的最高风险响应比例大于50%。这些结果表明,无论频率如何,单音测试信号被认为是风险最高的。由此可见,根据IEC 60608-1-8:2006标准设计的声音报警器是无效的。因此,提出了新的报警频率和声音的合并将提高报警信号的有效性。
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引用次数: 0
IoT-Based System Monitoring of the Sleep Environment – A Study Aimed at the Elderly 基于物联网的睡眠环境系统监测——一项针对老年人的研究
L. Mano
The aging process in our population can cause changes in people’s sleeping patterns, more specifically in the elderly, by impairing their cognitive abilities, quality of life, and autonomy. Advances in Ubiquitous Computing and Internet of Things have contributed to the monitoring of such situations. In particular, the use of sensors to evaluate the environment and aspects related to the health and well-being of individuals, as well as providing event alerts. The main objective of this experiment is to propose a monitoring system based on both the responses of multiple sensors (brightness, microphone, accelerometer, and gyroscope) at runtime to classify the environment for elderly people’s sleep quality. The results show that using embedded devices, and capturing environmental aspects through sensors, can develop solutions that offer more safety and comfort to the individuals’ sleep quality environment.
我们人口的老龄化过程会损害人们的认知能力、生活质量和自主性,从而导致人们的睡眠模式发生变化,尤其是老年人。无处不在的计算和物联网的进步有助于监测这种情况。特别是,使用传感器来评估环境和与个人健康和福祉相关的方面,以及提供事件警报。本实验的主要目的是提出一种基于多个传感器(亮度、麦克风、加速度计和陀螺仪)在运行时的响应的监测系统,以对老年人的睡眠质量环境进行分类。结果表明,使用嵌入式设备,并通过传感器捕捉环境因素,可以开发出为个人的睡眠质量环境提供更多安全和舒适的解决方案。
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引用次数: 1
Optimization of concentric tube continuum robot based on accuracy and overall length of the robot via genetic algorithm 基于精度和机器人总长的遗传算法优化同心圆管连续体机器人
Atoosa Davarpanah, M. Khazaee, A. Moslemi, S. E. Khadem
Concentric Tube Continuum Robot (CTR) is a group of continuum robots which is composed of concentric tubes that can be axially translated and rotated at the base relative to one another. Their inverse kinematic is challenging due to their redundancy. On the other hand, knowledge about the inverse kinematics of the concentric-tube continuum robot is essential for control purposes. There are many solutions for reaching to a specific target point because of the redundancy of these kinds of robots. In this paper, a new method for solving the inverse kinematics of these kinds of robots is presented. The most common type of these robots consisting of three tubes is considered for this study, and the genetic algorithm technique is employed to optimize the solution of this problem. Minimum energy principle equations are used in this method. It is assumed that the robot moves in a free space, so the environment force on this robot is neglected. Also, it is supposed that the curvature of each tube remains constant along the tube. According to the results, a small error of the order 0.01mm was observed using the presented method, which is acceptable for most applications. Finally, the parameters of robot is optimized with concentration on accuracy and the overall length of the robot, which is an important parameter for stability.
同心管连续体机器人(CTR)是一组由同心管组成的连续体机器人,这些同心管可以在底座处相对于彼此轴向平移和旋转。由于它们的冗余性,它们的逆运动学具有挑战性。另一方面,了解同心管连续体机器人的逆运动学对于控制目的是必不可少的。由于这些类型的机器人的冗余性,有许多到达特定目标点的解决方案。本文提出了一种求解这类机器人逆运动学的新方法。本研究考虑了最常见的三管机器人类型,并采用遗传算法技术对该问题进行了优化求解。该方法采用最小能量原理方程。假设机器人在自由空间中运动,因此忽略了环境对机器人的作用力。此外,假设每个管的曲率沿着管保持不变。根据结果,使用所提出的方法观察到0.01mm量级的小误差,这对于大多数应用是可接受的。最后,对机器人的参数进行了优化,重点考虑了机器人的精度和整体长度,这是稳定性的一个重要参数。
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引用次数: 1
Electromagnetic Weapon Based Anti Terrorism Robot 基于电磁武器的反恐机器人
M. Demi̇r
This article proposes the integration of electromagnetic weapons on a robot, design and construction of an electromagnetic armed robot, autonomous targeting of possible targets with the electromagnetic weapon, and the features a electromagnetic armed safety robot should have. Unlike traditional user-targeted field security robot approaches, the robot mentioned in this study detects potential threats in the task area with image processing and artificial intelligence techniques, so the user can accurately identify and autonomously target targets without the need for controlled targeting.
本文提出了电磁武器在机器人上的集成,电磁武装机器人的设计与构造,电磁武器对可能目标的自主瞄准,以及电磁武装安全机器人应具备的特征。与传统的以用户为目标的现场安全机器人方法不同,本研究中提到的机器人通过图像处理和人工智能技术检测任务区域的潜在威胁,因此用户可以准确识别并自主瞄准目标,而无需控制瞄准。
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引用次数: 0
Requirement Analysis of an OWL Based Disassembly Planning Information Model 基于OWL的拆卸规划信息模型需求分析
Bicheng Zhu, R. Utpal
Disassembly, a process of separating the End of Life (EOL) product into discrete components for re-utilizing their associated residual values, is an important part for the sustainable manufacturing. This work focuses on the modeling of the disassembly planning related information, and develops a Disassembly Information Model (DIM) based on an extensive investigation of various informational aspects of the disassembly planning. In this paper, the requirement analysis for the development of the DIM has been carried out and two categories of the requirements relating to the disassembly domain aspect and the information model aspect are thoroughly discussed. Citation: Zhu B, Roy U (2020) Requirement Analysis of an OWL Based Disassembly Planning Information Model. J Robotics Autom 4(1):131142 Zhu and Roy. J Robotics Autom 2020, 4(1):131-142 Open Access | Page 132 | They can be considered as an abstraction of the reality. Graph theory has been used as a powerful tool to solve the problems of disassembly planning, and representation models like connection diagram and AND/OR graph are usually utilized in such methods. The characteristics and functions of a disassembly system are explicitly expressed in the graph, and different searching algorithms are applied to find all the feasible disassembly sequences according to the topological, geometrical and technical constraints. Different strategies are further applied to locate the optimal sequence with consideration of the plan effectiveness and cost-effectiveness. Several outstanding graph-based approaches are briefly discussed below. Penev, et al. [6] used AND/OR graph theory and methods of dynamic programming for the generation and evaluation of the feasible disassembly plans. A new economic model is introduced to determine the optimal disassembly depth. Zhang, et al. [7] developed a graph based heuristic approach for the generation of disassembly sequences from CAD system directly. They proposed a Component-Fastener Graph to analyze the product assembly relationship and a searching for cut-vertex and decomposition of the EOL product into several subassemblies is further applied on the graph to simplify the disassembly analyzing process. Murayma, et al. [8] described the disassembly sequence generation using the idea of information entropy and heuristics to replace components at maintenance stages. The advantage of this method is primarily in the reduction of searching time and searching places for disassembly sequences. The author also developed a software tool integrated with a CAD system and carried out an experiment for an electric drill using the tool. A graph-based information modelling system to represent the process for disassembly and recycle planning of consumer products was proposed by Kanai, et al. [9]. Four kinds of graph have been presented: (1) A configuration graph of sub-assemblies or fragments; (2) A connection graph between parts and materials; (3) A process graph of disassembly, shredd
拆卸是将寿命终止(EOL)产品分离为离散部件以重新利用其相关残值的过程,是可持续制造的重要组成部分。本工作侧重于拆卸计划相关信息的建模,并在对拆卸计划的各个信息方面进行广泛调查的基础上开发了拆卸信息模型(DIM)。本文对DIM的开发进行了需求分析,深入讨论了与拆卸领域方面和信息模型方面有关的两类需求。引文:朱B,罗伊U(2020)基于OWL的拆卸规划信息模型的需求分析。机器人学学报4(1):131142朱和罗伊。J Robotics Autom 2020,4(1):131-142开放访问|第132页|它们可以被认为是对现实的抽象。图论已被用作解决拆卸计划问题的强大工具,在这些方法中通常使用连接图和and/OR图等表示模型。图中明确表示了拆卸系统的特征和功能,并根据拓扑、几何和技术约束,应用不同的搜索算法来找到所有可行的拆卸序列。考虑到计划的有效性和成本效益,进一步应用不同的策略来定位最优序列。下面简要讨论了几种杰出的基于图的方法。Penev等人[6]使用AND/OR图论和动态规划方法来生成和评估可行的拆卸计划。引入了一种新的经济模型来确定最佳拆卸深度。张等人[7]开发了一种基于图的启发式方法,用于直接从CAD系统生成拆卸序列。他们提出了一个组件-紧固件图来分析产品-装配关系,并在图上进一步应用了对切割顶点的搜索和EOL产品分解为几个子组件,以简化拆卸分析过程。Murayma等人[8]描述了使用信息熵和启发式思想在维护阶段替换组件的拆卸序列生成。这种方法的优点主要在于减少了反汇编序列的搜索时间和搜索位置。作者还开发了一个与CAD系统集成的软件工具,并用该工具对电钻进行了实验。Kanai等人提出了一种基于图形的信息建模系统,用于表示消费品的拆卸和回收计划过程。[9]。给出了四种图:(1)子组件或碎片的构型图;(2) 零件和材料之间的连接图;(3) 拆卸、切碎和分拣活动的流程图;(4) 检索条件图。统一制定了转换这些活动模式的规则和程序。以真空吸尘器为例说明了所提出的基于图的方法。Lambert[10]再次基于AND/OR图,提出了一种线性规划(LP)模型来解决拆卸规划问题。LP模型试图在最大化取回的零件/子组件的总价值和最小化与它们相关的总拆卸操作成本的基础上找到最优拆卸顺序。基于Petri网的方法:除了传统的基于图的拆卸分析方法外,Petri网(PN)作为一种图形和数学工具,为静态和动态离散事件的建模和分析提供了一个统一的环境。它们为反汇编序列的生成提供了一种非常有前途的方法。Zussman等人[11]提出了一种完整且数学上合理的拆卸Petri网(DPN)方法来对拆卸过程进行建模。在他们的工作中,已经讨论了所提出的DPN的详细结构和优势,并且基于DPN的搜索算法物联网和生命周期单元已经在拆解研究社区中进行了讨论,以获得未来基于云的再制造[4]和语义恢复信息服务[5]等想法。简言之,物联网提供了一个连接不同物理对象的网络,这使它们能够在现有的网络基础设施中被远程感知和控制,为将物理世界更直接地集成到基于计算机的系统中创造了机会,并提高了效率、准确性和经济效益。另一方面,LCU是专门为产品拆卸过程开发的。 如前所述,在拆卸工厂中,不同的产品不断到达进行拆卸,并且必须为每个产品做出关于最佳拆卸顺序的单独决定。很难先验地预测任何预定义的拆卸过程序列,因此需要关于如何拆卸每个到达的产品的详细信息。LCU被提议通过将名为生命周期单元(LCU)的物理设备集成到每个产品中来分散信息。LCU存储拆卸所需的信息。一旦存在足够的关于产品的拆卸信息,就可以基于EOL产品的实际物理状态生成最佳拆卸序列。将LCU和物联网技术结合在一起,LCU可以感知和收集个性化EOL产品信息,并通过物联网网络将其传输到中央产品生命周期管理(PLM)系统。这可以用来解决反汇编信息瓶颈的问题。在这项报告的工作中,我们开发了一个可集成到未来可持续和智能制造环境中的拆卸信息模型(DIM),以进行高效的拆卸规划活动。作为本工作的第一部分,本文从拆卸领域和信息建模两个方面对DIM的详细需求进行了识别和分析。还简要介绍了所开发的DIM的概况。提出了一种分层信息模型(IM)开发方法来解决可重用性和可用性的权衡问题。将开发的DIM进一步实现为Web本体语言(OWL),通过该语言可以对相关信息进行计算分析和利用。
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引用次数: 1
Fuzzy Logic Controller Design for PUMA 560 Robot Manipulator puma560机器人机械手模糊控制器设计
A. Said
The dynamic model of the robot manipulator contain from equations, these equations are nonlinear and contained from variations parameters due to variations in load, friction, and disturbance. The conventional computed torque (PD and PID) controllers are not highly suitable for nonlinear, complex, time-variant systems with delay. In this paper, the fuzzy logic controllers (FLC) has been used because it is efficient tools for control of nonlinear and uncertain parameters systems. This paper aims to design a fuzzy logic controller for position control of a PUMA 560 robot manipulator. Based on simulation results we conclude that the performance of the fuzzy logic controller in term of position tracking error in case of disturbance or load is better than the conventional computed torque (PD-CTC and PID-CTC) controllers.
机器人机械手的动力学模型包含from方程,这些方程是非线性的,并且包含由于负载、摩擦和扰动的变化而引起的参数变化。传统的计算转矩(PD和PID)控制器不太适用于具有延迟的非线性、复杂的时变系统。本文使用模糊逻辑控制器(FLC),因为它是控制非线性和不确定参数系统的有效工具。本文设计了一种用于PUMA560机器人位置控制的模糊逻辑控制器。基于仿真结果,我们得出结论,在扰动或负载情况下,模糊逻辑控制器在位置跟踪误差方面的性能优于传统的计算转矩(PD-CTC和PID-CTC)控制器。
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引用次数: 4
General concepts of multi-sensor data-fusion based SLAM 基于SLAM的多传感器数据融合的一般概念
J. Klečka, K. Horak, Ondrej Bostik
This paper is approaching a problem of Simultaneous Localization and Mapping (SLAM) algorithms focused specifically on processing of data from a heterogeneous set of sensors concurrently. Sensors are considered to be different in a sense of measured physical quantity and so the problem of effective data-fusion is discussed. A special extension of the standard probabilistic approach to SLAM algorithms is presented. This extension is composed of two parts. Firstly is presented general perspective multiple-sensors based SLAM and then thee archetypical special cases are discuses. One archetype provisionally designated as "partially collective mapping" has been analyzed also in a practical perspective because it implies a promising options for implicit map-level data-fusion.
本文讨论了一个同时定位和映射(SLAM)算法的问题,该算法专门用于同时处理来自异构传感器集的数据。传感器在测量物理量的意义上被认为是不同的,因此讨论了有效的数据融合问题。给出了标准概率方法对SLAM算法的特殊扩展。此扩展由两部分组成。首先给出了基于SLAM的多传感器通用视角,然后讨论了三个原型特例。一个被暂时指定为“部分集合映射”的原型也从实践的角度进行了分析,因为它暗示了隐式映射级数据融合的一个很有前途的选择。
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引用次数: 3
Control system design of duct cleaning robot capable of overcoming L and T-shaped ducts L型和t型风管清扫机器人控制系统设计
Myeong In Seo, Woo-jin Jang, Junhwan Ha, Kyong-Jun Park, Dong Hwan Kim
This study introduces the control method of duct cleaning robot that enables real-time position tracking and self-driving over L-shaped and T-shaped duct sections. The developed robot has three legs and is designed to flexibly respond to duct sizes. The position of the robot inside the duct is identified using the UWB communication module and the location estimation algorithm. Although UWB communication has relatively large distance error within the metal, the positional error was reduced by introducing appropriate filters to estimate the robot position accurately.  TCP/IP communication allows commands to be sent between the PC and the robot and to receive live images of the camera attached to the robot. Using Haar-like and classifiers, the robot can recognize the type of duct that is difficult to overcome, such as L-shaped and T-shaped duct, and it moves successfully inside the duct according to the corresponding moving algorithms.
本研究介绍了一种管道清扫机器人的控制方法,该方法可以实现l型和t型管道段的实时位置跟踪和自动驾驶。开发的机器人有三条腿,可以灵活地响应管道尺寸。利用超宽带通信模块和位置估计算法识别机器人在管道内的位置。虽然超宽带通信在金属内部有较大的距离误差,但通过引入适当的滤波器来准确估计机器人的位置,减小了位置误差。TCP/IP通信允许在PC和机器人之间发送命令,并接收连接在机器人上的摄像机的实时图像。利用Haar-like和分类器,机器人可以识别出难以克服的管道类型,如l型和t型管道,并根据相应的移动算法在管道内成功移动。
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引用次数: 0
Inverse kinematic analysis of 3 DOF 3-PRS PM for machining on inclined prismatic surfaces 三自由度3-PRS PM在倾斜棱柱表面加工的运动学反分析
Hishantkumar Rashmikantbhai Patel, Y. Patel
Parallel manipulators (PMs) are family members of modern manipulators based on the closed loop structural architecture. 3-PRS (prismatic, revolute, spherical) manipulator with 3DOF is investigated for its machining capability on prismatic surfaces as it possesses greater structural stiffness, higher pay load caring capacity, more precision compare to serial manipulators as well as less accumulation of errors at joints within a constrained workspace. The said manipulator can be utilized in various fields of application such as precise manufacturing, medical surgery, space technology and many more. In this paper, the primary focus on usage of parallel manipulator in industrial applications such as drilling and grooving on inclined work part surface. Inverse kinematic solutions are used for drilling, square and round profiles on inclined surface using parallel manipulator.
并联机械手是基于闭环结构体系结构的现代机械手家族成员。研究了具有3DOF的3-PRS(棱镜、旋转、球面)机械手在棱镜表面上的加工能力,因为它具有更大的结构刚度、更高的有效载荷照顾能力、与串行机械手相比更高的精度,以及在受限工作空间内关节处的误差积累更少。所述机械手可用于各种应用领域,如精密制造、医疗外科、空间技术等。本文主要讨论了并联机械手在倾斜工件表面钻孔和开槽等工业应用中的应用。使用并联机械手对倾斜表面上的方形和圆形轮廓进行了运动学逆解。
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引用次数: 0
Robots for search site monitoring, suspect guarding, and evidence identification 用于搜索现场监控、嫌疑人护卫和证据识别的机器人
Yi-Chang Wu, Jih-Wei Lee, Huan-Chun Wang
As an initial trial and in response to a lack of technological applications in government agencies, we have developed three multifunctional robots in accordance with the work environment and the nature of our tasks. Search Site Monitoring Robot is fitted with a panoramic camera and large wheels for walk-around search site monitoring. Suspect Guarding Robot follows and guards a suspect by tracking an augmented reality marker worn by the suspect and identifying the human body through an infrared thermal camera. For the Evidence Identification Robot, You Only Look Once (YOLO) is utilized to identify some specific evidence on search site and is equipped with a carrier and a high-torque motor for evidence transportation; it is set to issue warnings and emails to relevant personnel on specific emergencies. We have performed multiple experiments and tests to confirm the robots’ effectiveness, verifying their applicability of technological task support in government agencies.
作为一项初步试验,并针对政府机构缺乏技术应用的情况,我们根据工作环境和任务性质开发了三个多功能机器人。搜索站点监控机器人配备了全景摄像头和大型车轮,用于搜索站点的行走监控。嫌疑人守护机器人通过追踪嫌疑人佩戴的增强现实(ar)标记,通过红外热像仪识别人体,对嫌疑人进行跟踪和守护。证据识别机器人YOLO (You Only Look Once)用于识别搜索现场的某些特定证据,配备载体和高扭矩电机,用于证据运输;它将在特定紧急情况下向相关人员发出警告和电子邮件。我们已经进行了多次实验和测试,以确认机器人的有效性,验证它们在政府机构技术任务支持中的适用性。
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引用次数: 0
期刊
IEEE International Conference on Robotics and Automation : ICRA : [proceedings]. IEEE International Conference on Robotics and Automation
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