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2016 10th International Conference on Sensing Technology (ICST)最新文献

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Novel application of kinect sensor to prevent collision accidents between machine and operator 新颖的kinect传感器应用,防止机器与操作者之间的碰撞事故
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796260
Yosuke Ota, Haruya Tamaki, T. Sakai, H. Takemura, H. Mizoguchi, S. Inagaki, F. Kusunoki, Masanori Sugimoto
Many collision accidents between operators and machine tools are reported. However, no effective way of preventing these accidents has been proposed to date. Therefore, the authors propose the implementation of a danger decision by measuring the human posture and face direction. By performing a danger decision, the authors aim to realize the effective prevention of collision accidents. The posture and face direction were measured by using a Kinect sensor, which has the ability to obtain information about the posture and face direction. This paper presents the results of experiments aimed at examining whether it is possible to realize a danger decision. The experimental results confirm the feasibility of using a danger decision based on the measurement of the operator's posture and face direction.
操作人员与机床发生碰撞事故时有报道。然而,迄今为止还没有提出有效的预防这些事故的方法。因此,作者提出通过测量人的姿态和面部方向来实现危险决策。通过危险决策,实现碰撞事故的有效预防。使用Kinect传感器测量姿势和面部方向,Kinect传感器能够获取姿势和面部方向的信息。本文提出了旨在检验是否有可能实现危险决策的实验结果。实验结果验证了基于操作者姿态和面部方向测量的危险决策方法的可行性。
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引用次数: 2
Analysis of acoustic emission signal characteristics based on the crack pattern of stress corrosion cracking 基于应力腐蚀裂纹模式的声发射信号特征分析
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796216
Yujiao Shao, Yuan Yu, Yin Zhang, S. Wei, Xuefeng Li
The problem of stress corrosion cracking (SCC), which causes sudden failure of metals subjected to stress in the high-temperature, high-pressure water environment. Fortunately, acoustic emission (AE) monitoring technique shows a promising method for detecting the initiation and propagation of SCC. In this study, a simplified fracture propagation model of type 316LN stainless steel is established based on the moment tensor theory, the inner connection between the energy release rate of AE source and morphological aspect of crack formation is analyzed. Based on the nonlinear finite element method (FEM), The AE waveform data from the crack formation of various depths are obtained, and the energy release rates from various AE sources are analyzed. The results of modal analysis show that energy released by the growing crack is linearly proportional to crack depth. Moreover, their frequency characteristics are almost unchanged from analysis results by fast Fourier transform (FFT). Therefore, SCC initiation and propagation can be evaluated based on this detection method. And, the appropriate AE sensors and detection systems have the potential to achieve remote real-time monitor of initiation and propagation of SCC. This analysis method can also extended to almost all solid materials and structural crack detection.
应力腐蚀开裂(SCC)的问题,导致金属在高温高压水环境下受到应力而突然失效。幸运的是,声发射(AE)监测技术显示了一种很有前途的方法来检测SCC的发生和传播。本文基于矩张量理论建立了316LN型不锈钢的简化断裂扩展模型,分析了声发射源能量释放率与裂纹形成形态之间的内在联系。基于非线性有限元法,获得了不同深度裂纹形成的声发射波形数据,分析了不同声发射源的能量释放率。模态分析结果表明,裂纹扩展释放的能量与裂纹深度成线性关系。此外,它们的频率特性与快速傅里叶变换(FFT)分析结果几乎没有变化。因此,基于该检测方法可以评估SCC的发生和传播。适当的声发射传感器和检测系统有可能实现对SCC发生和传播的远程实时监测。这种分析方法也可以推广到几乎所有固体材料和结构的裂纹检测。
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引用次数: 2
Design of automated batch calibrating system for MIMU MIMU自动批量校准系统的设计
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796277
Juan Yin, Xinhua Zhu, Zhiqiang Wu
Considering the disadvantages of low efficiency and huge demand for manpower, the automated batch calibrating system for MIMU(MEMS Inertial Measurement Units) is designed. The system mainly consists of muti-channel data acquisition, data storage and data processing module and automatic control module. MIMUs' datas are transmitted through Ethernet interface and control instructions are transmitted via serial port. The system can calibrate at most 16 MIMUs at the same time and can calculate calibration parameters automatically. The system also has the function of automatic power control and fault alarm, etc. A test for this system has been implemented, and the results showed that the system was reliable and effective and reduced the manpower to a great extent.
针对MEMS惯性测量单元(MEMS Inertial Measurement unit, MIMU)自动化批量校准系统效率低、人力需求大的缺点,设计了一种自动化批量校准系统。该系统主要由多通道数据采集、数据存储与处理模块和自动控制模块组成。mimu的数据通过以太网接口传输,控制指令通过串口传输。该系统最多可同时校准16个mimu,并可自动计算校准参数。系统还具有电源自动控制、故障报警等功能。对该系统进行了测试,结果表明该系统可靠有效,在很大程度上减少了人力。
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引用次数: 1
Review and evaluation of WSN simulation tools in a cloud based environment 基于云环境下WSN仿真工具的回顾和评估
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796270
David McLoughlin, E. O’Connell, Walid Elgenaidi, Joseph Coleman, T. Newe
A wireless sensor network (WSN) is a collection of sensor nodes which can monitor the physical activities and attributes of a whole spectrum of objects and environments. The purpose of collecting this data and processing it in a meaningful manner requires that it adds significant value to the end user. WSN are deployed ever more frequently and applications vary from providing an early alert system on the activity of a volcano, to controlling the movements of livestock so that farming output can be maximized using virtual fencing. There are many challenges facing wireless sensor networks, with one being found in the uniqueness of each application, and challenges arise when WSN developers try to adequately test such applications when they are deployed with varying numbers of nodes, in all ranges of environmental conditions. To implement such systems in hardware involves a huge financial investment and from a development perspective prevents the developer from changing hardware platforms or communications protocols throughout the testing phase without incurring further financial hardship. Due to this fact, tools which can accurately simulate the behavior and performance of real world WSN applications are in high demand and a crucial aspect in the continued growth of WSN in the Internet of Things (IoT). This paper presents a cloud based system which makes various simulation platforms available to multiple users who wish to test WSN routing protocols or the hardware constraints of the various WSN platforms. This simulation testbed is hosted on a Dell PowerEdge R720 server in the communications laboratory in the University of Limerick and it is made available to users through the use of a virtual machine. This offers users access to many of the popular WSN simulation environments with vast computing resources and storage but at far reduced costs for protocol simulation.
无线传感器网络(WSN)是一个传感器节点的集合,它可以监测整个物体和环境的物理活动和属性。收集这些数据并以有意义的方式对其进行处理的目的要求它为最终用户增加重要的价值。无线传感器网络的部署越来越频繁,应用范围也越来越广,从提供火山活动的早期预警系统,到控制牲畜的运动,从而利用虚拟围栏实现农业产量的最大化。无线传感器网络面临着许多挑战,其中一个是在每个应用程序的独特性中发现的,当WSN开发人员在各种环境条件下部署不同数量的节点时,试图充分测试这些应用程序时,挑战就会出现。在硬件中实现这样的系统需要大量的财务投资,并且从开发的角度来看,开发人员无法在整个测试阶段更改硬件平台或通信协议,而不会造成进一步的财务困难。由于这一事实,能够准确模拟真实世界WSN应用的行为和性能的工具需求量很大,并且是WSN在物联网(IoT)中持续增长的关键方面。本文提出了一种基于云的系统,该系统为希望测试无线传感器网络路由协议或各种无线传感器网络平台的硬件约束的多个用户提供了各种仿真平台。该模拟测试平台托管在利默里克大学通信实验室的Dell PowerEdge R720服务器上,并通过使用虚拟机向用户提供。这为用户提供了访问许多具有大量计算资源和存储的流行WSN仿真环境的机会,但大大降低了协议仿真的成本。
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引用次数: 3
Analysis of a coverstitched stretch sensor for monitoring of breathing 一种用于呼吸监测的复缝式拉伸传感器的分析
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796258
Raul I. Ramos-Garcia, Fernanda Sotrate da Silva, Yashvanth Kondi, E. Sazonov, Lucy E. Dunne
Textile-based sensors are being integrated into garments for the monitoring of physiological signals from the human body. Commonly, textile sensors are implemented through knitting methods, while the response of these sensors from other structures has been less studied. This work analyzed the feasibility of using a textile-based stretch sensor with a coverstitch formation integrated into a commercial shirt for monitoring breathing patterns. For comparison, a Respiratory Inductive Plethysmograph (RIP) based breathing system was used. Data from three subjects performing eight different activities were collected in a controlled environment. The performance of the textile sensor was evaluated based on the mean absolute error breathing rate captured using different segment sizes and as the degree of correlation to the RIP sensor. Results showed an average breathing rate error of 0.97+0.42 breaths/epoch for an epoch size of 10s. The average correlation with the RIP sensor signals was p=0.41+0.2. Results suggest that this garment-integrated sensor could be potentially used in the monitoring of breathing rate.
基于纺织品的传感器正被集成到服装中,用于监测来自人体的生理信号。通常,纺织品传感器是通过编织方法实现的,而对其他结构传感器的响应研究较少。这项工作分析了将一种基于纺织品的拉伸传感器与一件商业衬衫结合在一起,用于监测呼吸模式的可行性。为了进行比较,采用了基于呼吸感应容积描记仪(RIP)的呼吸系统。研究人员在一个受控的环境中收集了三名受试者进行八种不同活动的数据。织物传感器的性能是基于使用不同片段尺寸捕获的平均绝对误差呼吸率以及与RIP传感器的相关程度来评估的。结果显示,当epoch大小为10s时,平均呼吸率误差为0.97+0.42次/epoch。与RIP传感器信号的平均相关性为p=0.41+0.2。结果表明,这种服装集成传感器有可能用于监测呼吸频率。
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引用次数: 11
Cladding etched single mode optical fiber refractometer based on Lossy Mode Resonances 基于有损模共振的包层刻蚀单模光纤折射率计
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796272
J. Ascorbe, J. Corres, F. Arregui, I. Matías
Fabrication and characterization of an optical fiber refractometer based on Lossy Mode Resonances is presented. Tin oxide (SnO2) coatings deposited on cladding etched single mode optical fibers are used as LMR supporting coatings, which are sensitive to the external medium refractive index. These refractometers showed an average sensitivity of 3680 nm/RIU with a dynamic range of 196 nm, for a surrounding medium refractive index range of 1.3339 to 1.3865. Chemical etching of the single mode optical fiber provides a simple method to get access to the evanescent field of light, without affecting the core of the optical fiber and with highly repeatable results on the final dimensions. LMRs have been proved, for the first time, to be a good phenomenon to make this structure sensitive to the surrounding medium refractive index.
介绍了一种基于有损模共振的光纤折射率计的制作方法和特性。采用在包层蚀刻单模光纤表面沉积氧化锡(SnO2)涂层作为LMR支撑涂层,该涂层对外部介质折射率敏感。这些折光计的平均灵敏度为3680 nm/RIU,动态范围为196 nm,周围介质折射率范围为1.3339 ~ 1.3865。单模光纤的化学蚀刻提供了一种简单的方法来获取倏逝光场,而不影响光纤的核心,并且在最终尺寸上具有高度可重复的结果。LMRs首次被证明是一种很好的现象,使这种结构对周围介质折射率敏感。
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引用次数: 0
Inertia sensing for bulk solid measurement in process analytical technology systems 过程分析技术系统中散装固体测量的惯性传感
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796245
Trevor Murphy, N. O’Mahony, Krishna Panduru, D. Riordan, Joseph Walsh
The mass flow measurement of a bulk solid is one of the most common parameters monitored in the materials processing industries and enjoys a wide range of sensory options to accurately quantify the mass flow of a given material. The emergence of Process analytical technology has heightened the demand for such information to be provided to process analysers, in real time and low cost in order to allow for continuous monitoring and control of manufacturing processes. This paper investigates the use of a novel method of mass flow measurement of a bulk solid using a low cost inertia (shock) sensor. Also included in this paper is the techniques employed to successfully integrate the sensor into the test rig in order to achieve favourable test results. A calibrated microwave mass flow sensor was used as reference data to investigate correlation between the sensor outputs located within the test rig. It is the intention of this paper to demonstrate that inertia sensors can be a viable, low cost and simplistic form of mass flow measurement capable of integrating into manufacturing process monitoring and control systems such as PAT.
块状固体的质量流量测量是材料加工工业中最常见的监测参数之一,具有广泛的感官选择,可以准确量化给定材料的质量流量。过程分析技术的出现提高了向过程分析人员提供实时和低成本信息的需求,以便能够持续监测和控制制造过程。本文研究了一种使用低成本惯性(冲击)传感器测量大块固体质量流量的新方法。还包括在本文中所采用的技术,以成功地将传感器集成到试验台,以获得良好的测试结果。以校准后的微波质量流量传感器作为参考数据,研究了位于试验台的传感器输出之间的相关性。本文的目的是证明惯性传感器可以是一种可行的、低成本的、简单的质量流量测量形式,能够集成到制造过程监测和控制系统中,如PAT。
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引用次数: 0
A prediction method for deck-motion of air-carrier based on PSO-KELM 基于PSO-KELM的航母甲板运动预测方法
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796310
Xixiang Liu, Yongjiang Huang, Qiming Wang, Qing Song, Liye Zhao
Prediction for deck-motion is a practical measure to improve the landing/taking off safety of carrier-based aircraft when those deck-motions in six-degree freedoms cannot be effectively controlled/restrained. Deck-motions excited by waves and winds own characteristics of randomness and nonlinearity. It is generally believed those classical feed-forward neural networks, such as back propagation networks have excellent nonlinear fitting ability but suffers from slow training speed and local optimum falling which cannot satisfy those real-time and high accuracy requirements for deck-motion. In this paper, a prediction method based on extreme learning machine, support vector machine and particle swarm optimization (PSO-KELM) is introduced to fulfill deck-motion. In this method, the fundamental structure of extreme learning machine is used but the hidden function is substituted the kernel function from support vector machine. Further, aiming to select optimal parameters including penalty coefficient and kernel parameter, auto-adaptive particle swarm optimization is adopted. Simulation results indicate that the prediction method based on PSO-KELM owns advantages of simple structure, fast training speed and good generalization ability, and can obtain high accuracy prediction results when used for deck-motion prediction of air-carrier.
甲板运动预测是在舰载机六自由度甲板运动无法有效控制时提高舰载机起降安全性的一项实用措施。波浪和风对甲板运动的激励具有随机性和非线性的特点。一般认为,经典的前馈神经网络(如反向传播网络)具有良好的非线性拟合能力,但存在训练速度慢、局部最优下降等问题,无法满足甲板运动的实时性和高精度要求。本文提出了一种基于极限学习机、支持向量机和粒子群优化(PSO-KELM)的甲板运动预测方法。该方法利用极限学习机的基本结构,用支持向量机的核函数代替隐函数。在此基础上,采用自适应粒子群算法选择罚系数和核参数等最优参数。仿真结果表明,基于PSO-KELM的预测方法具有结构简单、训练速度快、泛化能力强等优点,用于航母甲板运动预测可获得高精度的预测结果。
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引用次数: 1
Analysis of shunt over range measurement errors based on finite element method 基于有限元法的并联超量程测量误差分析
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796282
Rundong Han, Tianzheng Wang, Qi Wang, Yaxuan Zheng, Like Dong
In this paper, the thermoelectric coupling finite element model of 150A/75mV shunt and 1000A/75mV shunt were established, and the temperature rises of them when the measuring current was over range were analyzed. The electromagnetic finite element models of shunts were established simultaneously, and the electromagnetic forces on manganin sheets of shunts were analyzed. Then the measurement errors were estimated according to the results of temperature rises and the electromagnetic forces.
本文建立了150A/75mV分流器和1000A/75mV分流器的热电耦合有限元模型,分析了它们在测量电流超过量程时的温升情况。同时建立了分流器的电磁有限元模型,分析了分流器锰片上的电磁力。然后根据温升和电磁力的结果估计测量误差。
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引用次数: 0
Research on a new type of portable petroleum pollutants fluorescence spectrum detection system 新型便携式石油污染物荧光光谱检测系统的研究
Pub Date : 2016-11-01 DOI: 10.1109/ICSENST.2016.7796279
Wang Yu-tian, Yang Zhe
The ability to accurately and efficiently detect the contents and constituents of petroleum pollutants is important for environment of our ecological system. The fluorescence spectrum technology is applied to petroleum pollutants with high precision. A new type of portable petroleum pollutants fluorescence spectrum detection system based on multichannel sample cells and its optical structure is proposed. It is able to amplify the fluorescence signal without changing the volume of sample cell by increasing the optical path of the detection system using the parallel excitation of multiple microchannel sample cells. Through the experiments, it verifies the effectiveness of the microchannel fluorescence spectrum detection system and shows that the multichannel fluorescence spectroscopy has a stronger signal compared with general fluorescence spectrometer in the same experiment samples under the condition of the spectrum detection performance. It takes us one step closer to the realization of the real-time detection using fluorescence spectroscopy.
准确、高效地检测石油污染物的含量和成分对我国生态系统的环境具有重要意义。荧光光谱技术可用于石油污染物的高精度检测。提出了一种基于多通道样品池及其光学结构的便携式石油污染物荧光光谱检测系统。通过增加检测系统的光程,利用多个微通道样品细胞的平行激发,可以在不改变样品细胞体积的情况下放大荧光信号。通过实验验证了微通道荧光光谱检测系统的有效性,表明在相同的实验样品下,在光谱检测性能的条件下,多通道荧光光谱比普通荧光光谱仪具有更强的信号。使我们离荧光光谱实时检测的实现又近了一步。
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引用次数: 0
期刊
2016 10th International Conference on Sensing Technology (ICST)
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