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2020 8th International Conference on Intelligent and Advanced Systems (ICIAS)最新文献

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Prospects and Techniques of Regenerative Current Breaking in DC Circuit Breaker Topology 直流断路器拓扑中再生电流分断的前景与技术
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642658
S. M. Sanzad Lumen, R. Kannan, N. Yahaya
DC power system has gained vast popularity thanks to the enormous development of power electronics. DC converters, appliances, equipment etc. are also getting immense attention in the research arena. Protecting a DC power system from fault is an emerging area that needs to be explored and developed further. DC Circuit Breaker (DCCB) is one such sophisticated technology that plays a very important role in circuit protection as well as in normal load switching. But its quite challenging to design a dc circuit breaker. First of all, unlike AC current, DC current does not have any natural zero crossing point hence, this current can not be broken safely by conventional AC circuit breaker. Furthermore, DC network possesses a significant amount of network inductances which stores energy in terms of current. Sudden current breaking during DCCB tripping is opposed by this stored energy. Hence, this energy needs to be removed from the network and literature review shows that all the conventional topologies dissipate this stored energy as heat by using either snubber network or nonlinear resistor. However, this energy can be stored and reused later by using reactive element instead of resistive element. The prospects and technique of energy recovery and reuse in a DCCB is studied in this paper and accordingly a new DCCB topology with energy regeneration capability is proposed. The proposed topology is capable of feeding the stored energy of the network back into the same network during every current breaking operation.
由于电力电子技术的巨大发展,直流电力系统得到了广泛的普及。直流变换器、电器、设备等在研究领域也得到了极大的关注。直流电力系统的故障保护是一个需要进一步探索和发展的新兴领域。直流断路器(DCCB)就是这样一种复杂的技术,在电路保护和正常负载切换中起着非常重要的作用。但是设计直流断路器是很有挑战性的。首先,与交流电流不同,直流电流没有任何自然过零点,因此,这种电流不能被传统的交流断路器安全断开。此外,直流网络具有大量的网络电感,以电流的形式存储能量。在DCCB脱扣过程中突然断流是由这种储存的能量所反对的。因此,这种能量需要从网络中移除,文献综述表明,所有传统拓扑都通过使用缓冲网络或非线性电阻将这种存储的能量作为热量消散。然而,这种能量可以通过使用无功元件而不是电阻元件来存储和再利用。研究了DCCB能量回收再利用的前景和技术,提出了一种具有能量再生能力的DCCB拓扑结构。所提出的拓扑结构能够在每次断流操作期间将网络存储的能量馈送回同一网络。
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引用次数: 0
Wi-Fi Based Indoor Navigation System For Campus Directions 基于Wi-Fi的校园室内导航系统
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642629
S. A. Magsi, N. Saad, M. Khir, G. Witjaksono, M. A. Siddiqui, Linta Sameer
Car navigation systems have made place everywhere around the globe. Outdoor navigation systems can be widely located in almost every geographical location that has access to the internet. However, indoor navigation system is very important for the pedestrians to find out their ways in complicated indoor areas such as shopping malls, subways, universities, exhibitions, underground areas, and tunnels etc. The recent rapid expansion of Wi-Fi zones and the increase of Wi-Fi equipped smartphones have enabled transformation of this idea to the reality. This work presents university indoor navigation system designed to help students, staff, and visitors to find their desired location. The work shows promising results when using distance measuring algorithm, the Trilateration, and the ITU-R P.1238 model together using the Network Simulator 2 “NS2” for the indoor navigation.
汽车导航系统在全球各地都有应用。户外导航系统可以广泛地分布在几乎每个可以访问互联网的地理位置。然而,在商场、地铁、大学、展览馆、地下区域、隧道等复杂的室内环境中,室内导航系统对于行人识别道路是非常重要的。最近Wi-Fi区域的迅速扩大和配备Wi-Fi的智能手机的增加使这一想法变成了现实。这项工作介绍了大学室内导航系统,旨在帮助学生,工作人员和游客找到他们想要的位置。在使用网络模拟器2“NS2”进行室内导航时,将距离测量算法、Trilateration和ITU-R P.1238模型结合使用,显示出令人满意的结果。
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引用次数: 0
Data Driven Versus Transient Multiphase Flow Simulator for Virtual Flow Meter Application 数据驱动与瞬时多相流模拟器在虚拟流量计中的应用
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642589
M. A. Ishak, I. Ismail, Tareq Aziz AL-Qutami
This study aims to evaluate two independent approaches of Virtual Flow Meter (VFM) i. e., using Transient Multiphase Flow Simulator (TMFS) and data-driven using Diverse Ensemble Learning Neural Network (DELNN). The main objective of using the Virtual Flow Meter (VFM) developed from this study is to implement in real time as a mean of troubleshooting and validating the measurement provided by a physical Multiphase Flow Meter (MPFM) for well testing operation. The result of the study showed both VFM flow rate estimates were less than 10% of full-scale errorfor both oil and gas flow rates compared to the measured flow rate respectively. Additionally, both VFM also independently managed to track a similar trend of deviation in gas flow rate which help to identify failure in the Multiphase Flow Meter (MPFM) internal measurement devices. The result of the study proved that by employing two independent VFM approaches in parallel, we could position VFM with higher confidence as a reliable solution either as a backup or as a mean of troubleshooting solution to physical MPFM as well as an analytic tool to plan well testing procedure.
本研究旨在评估两种独立的虚拟流量计(VFM)方法,即使用瞬态多相流模拟器(TMFS)和使用多元集成学习神经网络(DELNN)进行数据驱动。利用该研究开发的虚拟流量计(VFM)的主要目的是实现实时故障排除和验证物理多相流量计(MPFM)在试井作业中提供的测量结果。研究结果表明,与实测流量相比,VFM估算的油气流量均小于全尺寸误差的10%。此外,两个VFM还独立地跟踪了类似的气体流速偏差趋势,这有助于识别多相流量计(MPFM)内部测量设备的故障。研究结果证明,通过并行使用两种独立的VFM方法,我们可以将VFM定位为可靠的解决方案,既可以作为物理MPFM的备份方案,也可以作为故障排除方案的手段,还可以作为计划试井程序的分析工具。
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引用次数: 0
Development of Microstrip Yagi Antenna for 4G Application 4G微带八木天线的研制
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642690
J. Yip, F.A. Faisal, M. A. Zakariya, M. Khir, M. Nor, A. Khairuddin, B. Rani, K. Aḥmad, G. Witjaksono
In wireless technology, microstrip Yagi antenna is one of the recent technologies that are used to obtain an efficient performance of the antenna. This paper provides a simulation and design works and prototype fabrication of Microstrip Yagi antenna for 4G communication applications. The microstrip Yagi antenna have limitation of having a narrow impedance bandwidth which is not suitable for wide bandwidth applications. In this project a technique for bandwidth enhancement and obtaining a good return loss are studied. The expectation of design had obtained a wider bandwidth and a higher gain with an operating frequency range within 4G Long-Term Evolution (LTE) frequency band. Several parametric studies of the proposed configuration were carried out to characterize the antennas and to verify the simulation result. The final result produces a good return loss and bandwidth which operates at frequency of 2.67 GHz with impedance bandwidth of 0.27 GHz. The antenna is fabricated, and the performance of the antenna is tested and measured. The result shows a closed agreement with simulated result.
在无线技术中,微带八木天线是获得高效天线性能的最新技术之一。本文给出了一种用于4G通信的微带八木天线的仿真设计方案和样机制作方法。微带八木天线具有阻抗带宽较窄的局限性,不适合宽带应用。本课题研究了一种增强带宽并获得良好回波损耗的技术。设计期望获得更宽的带宽和更高的增益,工作频率范围在4G长期演进(LTE)频段内。对所提出的结构进行了一些参数研究,以表征天线并验证仿真结果。最终的结果产生了良好的回波损耗和带宽,工作频率为2.67 GHz,阻抗带宽为0.27 GHz。制作了天线,对天线的性能进行了测试和测量。计算结果与仿真结果吻合较好。
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引用次数: 1
ERAsim: A Flexible Python-based Architectural Modeling and Simulation Framework ERAsim:一个灵活的基于python的架构建模和仿真框架
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642593
Saud Wasly
Full-System simulators remain essential tools to quickly design and test novel architectural ideas. This work introduces a system-level hardware modeling and simulation framework with an emphasis on ease of use. It is entirely based on Python to improve developer productivity. At the same time, meta-tracing JIT compilation techniques are used to improve simulation speed without losing timing accuracy. The proposed framework supports modeling components ranging from cycle-accurate to purely functional. The simulation engine combines time-driven simulation with transaction-level modeling to allow for precise timing estimates without compromising simulation speed. The engine also supports multi-threaded execution for multi-master systems.
全系统模拟器仍然是快速设计和测试新颖架构思想的重要工具。这项工作介绍了一个系统级硬件建模和仿真框架,重点是易用性。它完全基于Python来提高开发人员的生产力。同时,采用元跟踪JIT编译技术,在不损失时序精度的前提下提高仿真速度。建议的框架支持从周期精确到纯功能的组件建模。仿真引擎将时间驱动的仿真与事务级建模相结合,以在不影响仿真速度的情况下进行精确的时间估计。该引擎还支持多主系统的多线程执行。
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引用次数: 0
Analysis of Unsupervised Loss Functions for Homography Estimation 单应性估计的无监督损失函数分析
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642689
Nivesh Gadipudi, I. Elamvazuthi, Cheng-Kai Lu, S. Paramasivam, R. Jegadeeshwaran
Neural networks proved their ability in complex classification and regression problems using labeled data. Recent trends have shown the impressive performance of neural networks in more complex problems like estimating ego-motion and homography tasks. Due to complexity and time consumption for labeling data, researchers tend to exhibit their attentiveness towards unsupervised data-based learning. However, there are no standard loss functions used for image reconstruction and less attention is drawn towards the loss functions than the end to end network architectures. In this paper, we carefully analyze and evaluate the two most commonly used loss functions for the homography estimation task.
神经网络在使用标记数据的复杂分类和回归问题中证明了其能力。最近的趋势表明,神经网络在更复杂的问题上的表现令人印象深刻,比如估计自我运动和单应性任务。由于标注数据的复杂性和耗时,研究人员倾向于关注基于无监督数据的学习。然而,目前还没有用于图像重建的标准损失函数,并且相对于端到端网络架构,人们对损失函数的关注较少。在本文中,我们仔细地分析和评估了用于单应性估计任务的两种最常用的损失函数。
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引用次数: 0
Analysis of Tuning Parameters for Compact Size Microstrip Yagi Antenna 小型微带八木天线调谐参数分析
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642574
A. Khairuddin, F.A. Faisal, M. A. Zakariya, J. H. Y. Jenn, M. Khir, M. F. M Nor, A. Alias, M. Adli, G. Witjaksono
Microstrip Yagi antenna has been actively developed for point-to-point communication due to its end fire radiation characteristics. In order to achieve a compact size of Yagi design with efficient performance, the structure and its tuning parameters of the design needs to be analyze and properly tuned for achieving higher gain in forward direction. This paper provides an analysis of tuning parameter for microstrip Yagi antenna design which operates at resonant frequency of 2.60 GHz using CST simulation tools. The technique achieved impedance bandwidth of 0.27 GHz and a good return loss level. The antenna achieved directional radiation with gain of 6.51 dBi. In this paper, the critical design parameters of the proposed antenna are analyzed to characterize the antenna performance accordingly.
微带八木天线由于其端火辐射特性,在点对点通信中得到了积极的发展。为了使八木设计体积小巧,性能高效,需要对设计的结构及其调谐参数进行分析和合理调谐,以获得更高的正向增益。本文利用CST仿真工具对工作在2.60 GHz谐振频率下的微带八木天线的调谐参数进行了分析。该技术实现了0.27 GHz的阻抗带宽和良好的回波损耗水平。天线实现定向辐射,增益为6.51 dBi。本文对天线的关键设计参数进行了分析,从而对天线的性能进行了表征。
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引用次数: 0
Detection of Lower Limb Movements using Sensorimotor Rhythms 用感觉运动节奏检测下肢运动
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642696
M. S. Al-Quraishi, I. Elamvazuthi, T. Tang, Muhammad Al-Qurishi, S. Parasuraman, A. Borboni
In contrast to other brain imaging methods, electroencephalography (EEG) has become a feasible method for investigating brain activity and is an interesting modality for brain-machine interfaces (BMIs) due to its portability and high temporal resolution. In this work, sensorimotor rhythms (SMR) signal was utilized to classify ankle joint movements. To achieve this goal the EEG signal in the motor cortex area was measured using 21 electrodes during the motor execution task of ankle joint movements. The event-related (de)synchronization (ERD/ ERS) technique was utilized to quantify the event-related in relation to EEG power changes. Inter and intralimb ankle movements were detected and classified. The results show interlimb movements can be recognized better than intralimb movements. Where the average classification accuracy of the interlimb movements was 89.44 ± 10.26% and 84.83 ± 13.65% for the intralimb movements.
与其他脑成像方法相比,脑电图(EEG)由于其便携性和高时间分辨率,已成为研究脑活动的一种可行方法,也是脑机接口(bmi)的一种有趣的方式。本研究利用感觉运动节律(SMR)信号对踝关节运动进行分类。为此,采用21个电极测量踝关节运动执行任务时运动皮质区的脑电图信号。采用事件相关(去)同步(ERD/ ERS)技术量化脑电功率变化与事件相关的关系。检测和分类踝关节关节内和关节内的运动。结果表明,肢体间运动比肢体内运动更容易被识别。其中,肢体间运动的平均分类准确率为89.44±10.26%,肢体内运动的平均分类准确率为84.83±13.65%。
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引用次数: 0
Design and Parametric Analysis of Compound Parabolic Concentrator for Photovoltaic Applications 光伏复合抛物面聚光器的设计与参数分析
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642579
F. Masood, P. Nallagownden, I. Elamvazuthi, J. Akhter, Mohammad Azad Alam, Mohammad Yusuf
This paper presents the design process and analyses the interrelationship amongst the critical design parameters of a low concentration Compound Parabolic Concentrator well suited for rooftop photovoltaic applications. The compound parabolic concentrator (CPC) is a non-imaging concentrator used to effectively concentrate solar radiation over a photovoltaic module to obtain a larger output with fewer PV cells. The CPC, intended for PV applications, was designed for an absorber width of78 mm and an acceptance half-angle of200. A MATLAB code was developed to generate a CPC profile using design equations. The implications of diverse design parameters for CPC height, entry aperture width, and total mirror area were examined. The designed concentrator was then truncated to achieve material saving and avoid multiple reflections of incident rays to obtain better optical efficiency. The repercussions of truncating the upper portions of CPC were investigated to determine the optimum truncation position. The truncated CPC height for different truncation positions was compared with full height. The height and aperture width were computed for different acceptance half-angles and concentration ratios. The effect of PV absorber width on the entry aperture and total height was also analyzed. The interrelationship between optical concentration ratio and acceptance half-angle was demonstrated for various acceptance half-angles. The resulting two-dimensional geometry is best suited for PV applications.
本文介绍了一种适合屋顶光伏应用的低浓度复合抛物面聚光器的设计过程,并分析了关键设计参数之间的相互关系。复合抛物面聚光器(CPC)是一种非成像聚光器,用于有效地将太阳辐射集中在光伏组件上,以更少的光伏电池获得更大的输出。用于光伏应用的CPC的设计吸收器宽度为78毫米,接收半角为200。开发了MATLAB代码,利用设计方程生成CPC轮廓。研究了不同设计参数对CPC高度、入口孔径宽度和总反射镜面积的影响。然后将设计好的聚光器截短,既节省了材料,又避免了入射光线的多次反射,从而获得更好的光学效率。研究了截断CPC上部的影响,以确定最佳截断位置。将不同截尾位置的截尾高度与全高度进行比较。计算了不同接收半角和浓度比下的高度和孔径宽度。分析了PV吸收体宽度对入口孔径和总高度的影响。在不同的接收半角下,证明了光浓缩比与接收半角之间的相互关系。由此产生的二维几何结构最适合光伏应用。
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引用次数: 1
Modeling of the Hybrid Vibration-based Energy Harvester for Self-Powered IoT Sensor 基于混合振动的自供电物联网传感器能量采集器建模
Pub Date : 2021-07-13 DOI: 10.1109/ICIAS49414.2021.9642667
M. Ahmad, M. S. Muhamed Ali Cader, Z. A. Mohammad Khairuddin
Wireless sensor nodes (WSN) are usually used for the bridge monitoring system. The traditional way to supply power to these wireless sensor nodes by using the battery should be eliminated due to their disadvantages in terms of environmental health. Thus, an energy harvesting system has attracted interests among researchers due to its sustainability. Among all renewable energies, vibration energy is the most preferable energy for the application of the bridge sensor. Vibration energy consists of four transduction mechanisms which are piezoelectric, electromagnetic, electrostatic and magnetostrictive. In this paper, vibration energy harvesting is discussed by focusing on the hybrid energy harvester through the combination of piezoelectric and magnetostrictive transduction to enhance the output performance of the system. Hybrid structure based on piezoelectric and magnetostrictive mechanisms will be investigated in detail by focusing on their structure and the material to achieve the optimum output power than the conventional energy harvester. The spiral rectangular beam is designed and simulated by using the ANSYS software to get their resonance frequency value and frequency response for the beam. Simulation results show that the spiral rectangular design and lead zirconate titanate (PZT-5A) material proved promising results to obtain the optimum output power. For the magnetostrictive part, the ferromagnetic material has been replaced with the beryllium copper. Thus, distance of the magnet plays an important role for the optimum output power due to the presence of the magnetic flux density.
无线传感器节点(WSN)通常用于桥梁监控系统。利用电池为这些无线传感器节点供电的传统方式在环境健康方面存在缺点,应予以淘汰。因此,能量收集系统因其可持续性而引起了研究人员的兴趣。在所有可再生能源中,振动能是最适合桥梁传感器应用的能源。振动能量由压电、电磁、静电和磁致伸缩四种传导机制组成。本文以压电和磁致伸缩换能器相结合的混合能量采集器为研究对象,重点讨论了振动能量收集,以提高系统的输出性能。本文将详细研究基于压电和磁致伸缩机构的混合结构,重点研究其结构和材料,以获得比传统能量采集器更优的输出功率。利用ANSYS软件对螺旋矩形梁进行了设计和仿真,得到了螺旋矩形梁的谐振频率值和频率响应。仿真结果表明,螺旋矩形设计和锆钛酸铅(PZT-5A)材料获得了理想的输出功率。磁致伸缩部分用铍铜代替了铁磁性材料。因此,由于磁通密度的存在,磁体的距离对最佳输出功率起着重要作用。
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引用次数: 0
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2020 8th International Conference on Intelligent and Advanced Systems (ICIAS)
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