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2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)最新文献

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Comparative Analysis of Bayesian Methods for Estimation of Locally-Invariant Extremes 局部不变极值估计贝叶斯方法的比较分析
M. Bhattacharya, Rounak Datta, R. A. Uthra
Statistical methods are often fitting solutions to prediction and classification problems. Case studies have revealed that premature death is a priority problem in India and has often been rooted to malnutrition and birth-transmitted diseases. Aggregation of such medical and mortality records data helps to reveal important correlations between multiple factors affecting and aggravating the health conditions. The ground of research on the prediction of these diseases based on their severity has helped in opening up scopes of developing robust and swifter alternatives and taking affirmative actions to prevent further deaths. Bayesian methods have been proved to be more accurate in such case of spatial and temporal data points. This research explores the application of Local-Invariant and Independent features on various prolific algorithms like Bayesian Model Averaging, MHMCMC, RJ-MCMC and Bayesian Tail Regression. Further more likelihood estimators are used to predict the parameters and also measure the sampling accuracy. The proposed approach obtains a posterior probability of 91% for the simulated dataset from various regions involving several severity parameters.
统计方法通常是预测和分类问题的合适解决方案。案例研究表明,过早死亡是印度的一个优先问题,其根源往往是营养不良和出生传播疾病。这些医疗和死亡记录数据的汇总有助于揭示影响和加重健康状况的多种因素之间的重要相关性。根据这些疾病的严重程度对其进行预测的研究基础,有助于开辟开发更有力和更迅速的替代方案和采取积极行动以防止进一步死亡的范围。贝叶斯方法已被证明在这种时空数据点的情况下更为准确。本研究探讨了局部不变和独立特征在贝叶斯模型平均、MHMCMC、RJ-MCMC和贝叶斯尾部回归等多种高产算法中的应用。进一步使用了更多的似然估计来预测参数并测量采样精度。该方法对涉及多个严重性参数的不同区域的模拟数据集获得了91%的后验概率。
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引用次数: 1
Spiral Antenna Mounted on the t-Shirt to Harvested RF Energy 安装在t恤上的螺旋天线收集射频能量
Mohamed Zied Chaari, S. Al-Máadeed
The purpose of this work is to present new technology of acquiring energy from the Ultra-wideband (UWB) station and stored in a super-capacitor to charge any electronic device. Many electronic devices operate in critical conditions where it is costly, inaccessible to replace the battery. Examples include sensors of cardiovascular diseases [1][2], aircraft or structural building tracks, oil, and gas platform [3][4]. The research is developing and design a t-shirt it contains a circuit can harvesting the radiofrequency energy around us from many radio station and store this scavenging power in super-capacitor. The evident system of acquiring RF energy is to design spiral antennas are tuned to scavenge RF energy from the ultra-wideband. The device is installed into the jacket, as shown in Figure 1. This device consists of an antenna connected to a small circuit that can collect the harvested signals for charging many electronic devices.
这项工作的目的是提出从超宽带(UWB)站获取能量并存储在超级电容器中为任何电子设备充电的新技术。许多电子设备在非常恶劣的条件下运行,在这种情况下,更换电池是昂贵的,而且难以实现。例如心血管疾病传感器[1][2]、飞机或结构建筑轨道传感器、石油天然气平台传感器[3][4]。该研究正在开发和设计一种t恤,它包含一个电路,可以收集我们周围许多无线电台的射频能量,并将这种清除能量储存在超级电容器中。获取射频能量的有效方法是设计螺旋天线,对其进行调谐以清除超宽带的射频能量。装置安装在护套内,如图1所示。该装置由一个连接到一个小电路的天线组成,该电路可以收集收集到的信号,为许多电子设备充电。
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引用次数: 3
Transient Stability Improvement by using PSS4C in Hybrid PV Wind Power System PSS4C对混合光伏风电系统暂态稳定性的改善
Zhen Li, T. Tiong, K. Wong
Distributed generation with wind power and solar power has gained increasing penetration to the power system. This changed the operating conditions and degraded the power system stabilizers (PSS) for synchronous generator performances. PSS tuning have been studied to provide damping to suppress low frequency oscillations. IEEE 9-bus system is modified to include wind turbine and photovoltaic (PV) array. ETAP simulation results on modified IEEE 9-bus system show that PSS4C can outperform improved particle swarm optimized PSS4B (GPSO-PSS4B) and PSS4B in suppressing very low frequency oscillations.
以风能和太阳能为代表的分布式发电在电力系统中的应用越来越广泛。这改变了同步发电机的运行条件,降低了电力系统稳定器(PSS)的性能。PSS调谐已被研究提供阻尼以抑制低频振荡。改进了IEEE 9总线系统,使其包括风力涡轮机和光伏(PV)阵列。在改进的IEEE 9总线系统上的ETAP仿真结果表明,PSS4C在抑制甚低频振荡方面优于改进粒子群优化的PSS4B (GPSO-PSS4B)和PSS4B。
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引用次数: 5
Development of a Portable 12 Lead ECG Signal Acquisition System using National Instruments' MyRio-1900 采用美国国家仪器公司的MyRio-1900开发便携式12导联心电信号采集系统
Engr. Stanley Glenn E. Brucal, Engr. Sergio R. Peruda, Daichi A. Cabesas, Elliah James C. Ramos, Jeane Dominique A. Roa, Tristan John Dwayne R. Tuico
The 12-Lead ECG using NI MYRIO 1900 is a portable device for acquisition of heart signals to be used in interpretation and analysis. The rural areas of the Philippines have few health professionals, and high cost of healthcare services, making people inaccessible to primary healthcare including heart health. This portable medical device can be very useful for them. A portable electrocardiograph (ECG) can help the people monitor heart conditions much easier because of its accessibility and easy-to-understand functions. This device is developed using graphical programming through NI LabView and a reconfigurable input/output device which is NI MyRIO 1900. It can produce ECG values of Heart Rate, QRS Duration and QT Interval of patients of different ages and have interpretation and Data Analytics. During the system testing, the ECG values obtained from the device were compared to the ECG values of the same patients obtained from the conventional ECG test done in hospitals and clinics. The system achieved an accuracy rate of 90.68 percent. The results of this study show that the system can benefit the community on having an on-hand analysis of their primary heart status.
使用NI MYRIO 1900的12导联心电图是一种便携式设备,用于采集用于解释和分析的心脏信号。菲律宾农村地区的保健专业人员很少,保健服务费用高,使人们无法获得包括心脏保健在内的初级保健。这种便携式医疗设备对他们非常有用。便携式心电图仪(ECG)由于其易于使用和易于理解的功能,可以帮助人们更容易地监测心脏状况。本装置采用NI LabView图形化编程,采用NI MyRIO 1900可重构输入/输出设备开发而成。可以产生不同年龄患者的心率、QRS持续时间和QT间期的心电图值,并具有解释和数据分析功能。在系统测试期间,将从该设备获得的ECG值与医院和诊所进行的常规ECG测试获得的同一患者的ECG值进行比较。该系统的准确率达到90.68%。这项研究的结果表明,该系统可以使社区受益,对他们的初级心脏状况进行实时分析。
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引用次数: 1
Consideration of Frequency and A/D Converter Resolution for Digital Control of LLC Resonant Converter LLC谐振变换器数字控制中频率和A/D转换器分辨率的考虑
H. Takemoto, Terukazu Sato
In this research, the frequency resolution and the A/D converter resolution of the MCU for the digitally controlled LLC resonant converter are discussed. The appropriate value of the cutoff frequency in the RC filter of the feedback circuit is also examined. The goal of this research is to make use of results for design of the digital control of the LLC resonant converter. The MCU performs the PI control using the PFM control so that the output voltage becomes constant at 24V. This paper examines these appropriate values from the stability of the output voltage by experiment. As a result, it is found that the frequency resolution needs more than 2.14ns and the A/D converter resolution needs more than 35.4mV/LSB. Moreover it is found that the appropriate value of the cutoff frequency is about 1/50 of the switching frequency.
在本研究中,讨论了单片机的频率分辨率和A/D转换器分辨率,用于数控LLC谐振变换器。并对反馈电路RC滤波器中截止频率的合适取值进行了研究。本研究的目的是将研究结果用于有限责任公司谐振变换器的数字控制设计。MCU使用PFM控制执行PI控制,使输出电压恒定在24V。本文从输出电压的稳定性出发,通过实验验证了这些适宜值。结果发现,频率分辨率需要大于2.14ns, a /D转换器分辨率需要大于35.4mV/LSB。此外,还发现适当的截止频率值约为开关频率的1/50。
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引用次数: 0
Design of Potentiometric Sensor Arrays Using Fisher Information and Genetic Algorithm 基于Fisher信息和遗传算法的电位传感器阵列设计
Sarah May Sibug-Torres, E. Enriquez
Potentiometric sensor arrays, or electronic tongues, are based on combining cross-sensitive electrodes with multivariate chemometric methods for the simultaneous quantitative determination of analytes in complex liquid media. While cross-sensitivity is recognized as a key feature of electronic tongues, there are currently no a priori theoretical approaches to evaluate which combination of cross-sensitive potentiometric sensors can form an effective array for quantitative multi-ion analysis prior to experimental trial-and-error. In this work, we report the derivation of a Fisher Information-based objective function and its implementation with genetic algorithm for a priori sensor selection in potentiometric sensor arrays. As an illustration of the utility of our method, we demonstrate the design of a potentiometric sensor array for the quantitative determination of Na+, K+, Mg2+, and Ca2+ in blood serum through the screening of a library of more than 300 ion-selective electrode membranes. The results of our analysis suggest that array configurations which are predicted to minimize error can have complex patterns of analyte cross-sensitivities. These alternative array configurations can be difficult to deduce intuitively or to discover by experimental trial-and-error. Simulated sensor array responses modeled by artificial neural networks demonstrate the utility of our our method to rank the performances of sensor array configurations.
电位传感器阵列,或称电子舌,是基于交叉敏感电极与多元化学计量学方法的结合,用于复杂液体介质中分析物的同时定量测定。虽然交叉灵敏度被认为是电子舌头的一个关键特征,但目前还没有先验的理论方法来评估交叉敏感电位传感器的哪种组合可以在实验试错之前形成定量多离子分析的有效阵列。在这项工作中,我们报告了基于Fisher信息的目标函数的推导,并使用遗传算法实现了电位传感器阵列中的先验传感器选择。为了说明我们的方法的实用性,我们展示了一个电位传感器阵列的设计,通过筛选超过300个离子选择电极膜库,用于定量测定血清中的Na+, K+, Mg2+和Ca2+。我们的分析结果表明,预测最小误差的阵列配置可能具有分析物交叉灵敏度的复杂模式。这些可供选择的阵列配置可能难以直观地推断或通过实验试错来发现。利用人工神经网络模拟传感器阵列响应,验证了该方法对传感器阵列性能进行排序的有效性。
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引用次数: 0
Metaheuristic Algorithm for Wellbore Trajectory Optimization 井眼轨迹优化的元启发式算法
K. Biswas, P. Vasant, J. A. G. Vintaned, J. Watada
A variety of possible well types and so many complex drilling variables and constraints make the wellbore optimization problem a very challenging work. Several types of well are listed as directional wells, horizontal wells, redrilling wells, complex structure wells, cluster wells, and extended reach wells etcetera. Over the recent few years, the number of unconventional wells including deviated wells, highly deviated wells are steadily increasing. Directional drilling has some advantages over vertical drilling though it is more expensive. In drilling engineering, the optimization of wellbore plays an important role, which can be optimized based on minimization of length, mud pressure, critical pressure, etc. Till today so many approaches and methods are used to optimize this wellbore trajectory. From those methods in this study, we have focused on metaheuristic approaches based on PSO (particle swarm optimization) which will be used to optimize wellbore trajectory. This reduction of the wellbore length helps in establishing cost-effective approaches that can be utilized to resolve a group of complex trajectory optimization challenges. For smooth and effective performance (i.e. quickly locating global optima while taking the shortest amount of computational time) we must identify flexible control parameters. Later this parameter can be effectively fixed to tune different algorithm. This research will propose a new neighborhood function with Particle swarm optimization(PSO) algorithm for minimizing the true measured depth (TMD). In this paper, the authors have proposed a particle swarm optimization with neighbourhood function to solve this problem. Later the authors will compare this method with conventional methods.
各种可能的井类型以及如此多复杂的钻井变量和约束使得井眼优化问题成为一项非常具有挑战性的工作。井的类型有定向井、水平井、复钻井、复杂结构井、簇井、大位移井等。近年来,包括大斜度井、大斜度井在内的非常规井数量稳步增加。虽然定向钻井比垂直钻井更昂贵,但它有一些优势。在钻井工程中,井筒优化起着重要的作用,可以基于最小长度、最小泥浆压力、最小临界压力等进行优化。迄今为止,有许多方法和方法用于优化井眼轨迹。从这些方法中,我们将重点放在基于粒子群优化(PSO)的元启发式方法上,该方法将用于优化井筒轨迹。井眼长度的缩短有助于建立具有成本效益的方法,可用于解决一系列复杂的轨迹优化挑战。为了实现平稳有效的性能(即在最短的计算时间内快速定位全局最优点),我们必须确定灵活的控制参数。以后可以有效地固定此参数,以调整不同的算法。本研究将提出一种新的邻域函数,结合粒子群优化(PSO)算法来最小化真实测量深度(TMD)。本文提出了一种带邻域函数的粒子群优化方法来解决这一问题。稍后作者将与传统方法进行比较。
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引用次数: 1
A Distributed Secondary Control Strategy for Power Sharing and Voltage Regulation by Multiple Converters in DC Micro-grids 直流微电网中多变流器功率共享和电压调节的分布式二次控制策略
S. Ullah, A. Haidar, Kashem M. Muttaq, T. Ahfock
Recent research and advancement in DC systems reveal that DC distribution may be an efficient, reliable and economical solution to avoid the inherent issues associated with AC power systems such as frequency control, harmonics and synchronization. However, some key operational issues in DC micro-grids are to ensure a stable output voltage and proper load sharing among the sources. Improper current sharing and voltage variations in the conventional droop control causes circulating currents due to the presence of droop and line resistance between converters. This paper presents a distributed secondary control strategy to smooth the output voltage and maintain power sharing based on average current/voltage control and circulating current minimization. Further, an additional current feedback loop is introduced to modify the micro-grid reference voltage during overload conditions for minimizing the line voltage drop and power losses. The conventional communication links are used for exchanging information to the relevant controllers simultaneously to implement the proposed distributed control. The performance of the proposed approach has been verified by simulating two parallel Buck converters supplying a common load. The effect of load switching on voltage regulation and power sharing has also been analyzed.
近年来直流系统的研究和进展表明,直流配电可能是一种高效、可靠和经济的解决方案,可以避免交流电源系统固有的问题,如频率控制、谐波和同步。然而,直流微电网运行的关键问题是确保稳定的输出电压和适当的负载分担。在传统的下垂控制中,由于变压器之间的下垂和线路电阻的存在,导致电流共享和电压变化不正确。本文提出了一种基于平均电流/电压控制和循环电流最小化的分布式二次控制策略,以平滑输出电压并保持功率共享。此外,在过载条件下,引入额外的电流反馈回路来修改微电网参考电压,以最小化线路电压降和功率损耗。利用传统的通信链路与相关控制器同时交换信息,实现所提出的分布式控制。通过对两个并联Buck变换器提供共同负载的仿真,验证了该方法的性能。分析了负载切换对电压调节和功率共享的影响。
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引用次数: 1
Feature Recognition of Freeform Surfaces for CAD/CAM Integration 面向CAD/CAM集成的自由曲面特征识别
Amjad Barzan Abdulghafour, A. Hassan
The computer aided design and manufacturing CAD/CAM integration systems were focused on product representation techniques or product modeling. In product design process trends are currently tend to use freeform surface that modeling by using (Non-Uniform Rational B-Spline Surface (NURBS), B-spline, Bezier) technique to suit aesthetic, functional and manufacturability requirements. Set of problem are faced difficulties in recognizing freeform feature such polishing process after the finishing machining process by multi-axis CNC machine, sheet metal forming, and freeform surface machining. In this research, a new developed methodology has been introduced for automatic recognition of the depression and protrusion features. The 3D CAD solid model is designed by freeform surfaces of non-uniform B-spline technique and then extracts their parameter by IGES standard format file. The developed methodology has four major steps: Subdivision of Non-uniform B-spline surface, surface analysis, primitives shape detection, and recognition of geometric features.
计算机辅助设计与制造CAD/CAM集成系统侧重于产品表示技术或产品建模。在产品设计过程中,目前的趋势是倾向于使用自由曲面,即通过使用(非均匀有理b样条曲面(NURBS)、b样条、贝塞尔)技术进行建模,以适应美观、功能和可制造性的要求。在多轴数控机床精加工后的抛光加工、钣金成形、自由曲面加工等自由曲面特征识别过程中遇到了一系列难题。在本研究中,提出了一种新的方法来自动识别凹陷和突出的特征。采用非均匀b样条自由曲面技术设计三维CAD实体模型,并利用IGES标准格式文件提取其参数。该方法主要包括四个步骤:非均匀b样条曲面的细分、曲面分析、基元形状检测和几何特征识别。
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引用次数: 1
Practical approach on surge protection device for Ex application Ex应用中电涌保护装置的实用探讨
T. H. Kuan, K. W. Chew, K. Chua
A reputable Surge Protection Device (SPD) manufacturer designed, tested and produced SPD complying with the internationally accepted standard such as UL 96A, UL1449, IEC 61643, IEC 62305 and etc., where this standard put in place the requirement on the thermal disconnect to prevent SPD from overheated catching fire, housing material from releasing toxic gases and so on. Therefore, when an SPD which carried international approval, the selection is mainly focused on the let-through voltage, kA rating and protection class or zone per ANSI/IEEE C62.4 and IEC 62305–4. This is sufficient when the application is for a safe area (no present of explosive gases). However, when the application involves the presence of explosive gas in a hazardous area, for example, in the Oil and Gas industry, additional consideration will be required. This paper discussed the application and consideration of SPD for hazardous areas with various explosion protection techniques.
一家信誉良好的电涌保护装置(SPD)制造商设计,测试和生产符合国际公认标准的SPD,如UL 96A, UL1449, IEC 61643, IEC 62305等,其中该标准规定了热断开的要求,以防止SPD过热着火,外壳材料释放有毒气体等。因此,在进行国际认可的SPD选型时,主要是根据ANSI/IEEE C62.4和IEC 62305-4的通流电压、kA额定值和保护等级或区域进行选型。当应用于安全区域(不存在爆炸性气体)时,这就足够了。然而,当应用涉及爆炸性气体存在于危险区域时,例如在石油和天然气行业,则需要额外考虑。本文讨论了各种防爆技术在危险场所的应用及考虑。
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引用次数: 4
期刊
2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)
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