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2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)最新文献

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Design of Twenty-One Level Modular Multilevel Converter Using a Three-level Submodule Block 用三电平子模块块设计21电平模块化多电平变换器
Ashraf Siddiquee, S. Munira, M. S. Reza
In this paper, a modular multilevel converter of twenty one level is designed by using a three level submodule block. The submodule block can be half-bridge or full bridge. In a half bridge submodule block, the switching configuration is more efficient than the full bridge submodule block. But there is problem of DC fault current. Half bridge submodule block is not capable of blocking the DC fault current. In this paper, we have designed such kind of submodule block which is a combination of half bridge and flying capacitor. A capacitor which is floating with the half bridge circuit that is called flying capacitor. We have designed many modular multilevel converters of different levels using this submodule block but the twenty one level modular multilevel converter gives the best output. A simple control mechanism is implemented in this design. So, our proposed design of modular multilevel converter is simple and it shows better performance.
本文采用三电平子模块块设计了一种21电平的模块化多电平变换器。子模块块可以是半桥式或全桥式。在半桥子模块块中,交换配置比全桥子模块块更有效。但存在直流故障电流的问题。半桥子模块块不能阻挡直流故障电流。在本文中,我们设计了这种半桥与飞电容相结合的子模块模块。与半桥电路一起漂浮的电容器称为飞行电容器。我们利用该子模块块设计了许多不同电平的模块化多电平变换器,但21电平模块化多电平变换器的输出效果最好。本设计实现了一种简单的控制机制。因此,我们提出的模块化多电平变换器设计简单,性能较好。
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引用次数: 0
Automated Railway Maintenance System in Context of Bangladesh 孟加拉铁路自动化维修系统
Nusrat Kabir Samia, Rifah Tamanna Usha, Anindita Kundu, Sadia Nowshin, Sharmin Sultana Sharmee, Sanjida Nasreen Tumpa, M. F. Fazle Rabbi, Col Md Mahboob Karim
Bangladesh railway system mostly relies on manual maintenance system. At present, a trolley car is used in which people go in person to examine the railway system depending only on their vision. Mostly, these checking include detection of rail line cracks and obstacles, existence of sleepers in the proper places etc. However, the inadequacy of this kind of maintenance system is one of the vital reasons of railway accidents. The current procedure is also time consuming and costly. Besides, one of the leading causes of railway accidents is attributed to human error which can be reduced through automation. This paper attempts to improve the railway maintenance system and convert this into an automated one. Here, we are introducing a sensor based arrangement which reveals problems like surface crack, unaligned rail lines, obstacles on the railway and also inspects the correct position, presence and absence of the sleepers with the convenience of sending the location and distance to the proper authority.
孟加拉国铁路系统主要依靠人工维护系统。目前使用的是有轨电车,人们只能凭自己的视觉亲自去检查铁路系统。大多数情况下,这些检查包括检测铁路线裂缝和障碍物,在适当的地方存在枕木等。然而,这种维护系统的不完善是铁路事故发生的重要原因之一。目前的程序既耗时又昂贵。此外,铁路事故的主要原因之一是人为错误,这可以通过自动化来减少。本文试图对铁路养护系统进行改进,使其实现自动化。在这里,我们引入了一种基于传感器的装置,它可以揭示表面裂缝、铁路线不对齐、铁路上的障碍物等问题,并检查枕木的正确位置、存在和不存在,方便将位置和距离发送给适当的当局。
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引用次数: 0
Improved Differential Strobe Terminal Based Open-loop Control of Smart Power Factor Metering System 基于改进差分频闪终端的智能功率因数计量系统开环控制
S. Fahim, Sakib Shahrear Avro, S. Sarker, M. Rokunuzzaman, S. Das
This paper presents a smart power factor metering system to measure the power factor of a load by taking the frequency of a main-line. The variation of frequency makes sure the poor power factor (PF) which increases the utility charge. The proposed system provides the accurate FF by plotting a real-time AC power triangle in MATLAB environment. The system uses one embedded system as a controller that able to read the mainline frequency, load voltage, current and their phase difference. A preliminary circuit is used to transform the high value of voltage and current to the embedded system (ES) readable form. It consists of a potential transformer (PT), a current transformer (CT), high differential strobe terminal based comparator and logic gate that detects the phase delay between the load voltage and current. A serial communication between the ES and the MATLAB is established for plotting the power triangle which confirm the accurate PF. The simulation and experimental results are studied to validate the effectiveness of proposed system.
本文介绍了一种智能功率因数计量系统,通过对主干线频率的测量来测量负载的功率因数。频率的变化导致了较差的功率因数(PF),从而增加了公用费用。该系统通过在MATLAB环境下绘制实时交流功率三角形来提供准确的FF。该系统采用嵌入式系统作为控制器,能够读取主线频率、负载电压、电流及其相位差。采用初步电路将电压和电流的高值转换为嵌入式系统可读的形式。它由电位互感器(PT)、电流互感器(CT)、基于高差动频闪端子的比较器和检测负载电压和电流之间相位延迟的逻辑门组成。建立了ES与MATLAB之间的串行通信,用于绘制功率三角形,以确定精确的PF,并通过仿真和实验结果验证了所提系统的有效性。
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引用次数: 8
Intelligent Path-Finder for The Blind 盲人智能寻路器
A. Z. M. Tahmidul Kabir, Nirmol Deb Nath, Mohitosh Pramanik, Tawsif Ibne Alam
Eyesight is one of the most useful living organism, but visually impaired people do not realize that sense. They are unable to see the beauty of nature. Not all the problems of the visually impaired people can be solved but with the help of modern technology life can be made easier for them. This project, "Intelligent Path-Finder" tends to make life easier and less problematic. Visually impaired people use general stick for their movement but the sticks are not capable of detecting the obstacles or other objects in front of them automatically; as a result, they need to poke the obstacles to get an understanding of it. To overcome these problems, the "Intelligent Path-Finder" is a remarkable device which can detect various types of obstacles from knee level to ground level, for example liquid, uneven surfaces, etc. In the dark, a special feature is used to prevent accidents with the help of a glowing led light which is triggered by sensing absence of light in the environment, this light can protect the user from moving vehicles and other difficulties by drawing normal people’s attention towards it. If the user is in trouble, he can send his location by pressing an emergency switch. His family can also know the device’s location via SMS. This device consists of a microcontroller, ultrasonic sensor, light dependent resistor, etc. The combination of all these equipment together makes this device relatively accurate, user-friendly, robust and cheap. The device is not a third eye for the blind but it is significantly helpful to them by making their daily lives much easier.
视力是最有用的生命体之一,但视障人士没有意识到这一点。他们看不到大自然的美。并不是所有视障人士的问题都能得到解决,但在现代科技的帮助下,他们的生活可以变得更容易。这个名为“智能寻路器”的项目会让生活变得更容易,问题更少。视障人士使用普通手杖移动,但手杖不能自动探测前方的障碍物或其他物体;因此,他们需要拨开障碍来理解它。为了克服这些问题,“智能寻径器”是一款引人注目的设备,它可以检测从膝盖到地面的各种类型的障碍物,例如液体,不平整的表面等。在黑暗中,一种特殊的功能是使用发光的led灯来防止事故的发生,这种灯是通过感知环境中光线的缺乏而触发的,这种灯可以通过吸引普通人的注意力来保护用户免受移动车辆和其他困难的影响。如果用户遇到麻烦,他可以通过按紧急开关发送他的位置。他的家人也可以通过短信知道手机的位置。该装置由微控制器、超声波传感器、光敏电阻等组成。所有这些设备的组合在一起,使该设备相对准确,用户友好,坚固和便宜。该设备不是盲人的第三只眼,但它对他们的日常生活有很大的帮助,使他们的生活更加轻松。
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引用次数: 2
Compensation of Frequency Fluctuation in a Single Area Power System Using LQR-VC 用LQR-VC补偿单区电力系统的频率波动
Fariya Tabassum, M. S. Rana
To maintain the power system stability frequency fluctuation should be eliminated within the shortest possible time. A new control scheme combining linear quadratic regulator (LQR) along with a vibration compensator (VC) is proposed in this paper for the robust control of frequency fluctuation due to load variation in a single area generating system. The proposed LQR controller is used for compensation of error deviation and the augmented VC to damp the frequency fluctuation. To demonstrate the effectiveness of the proposed LQR-VC controller its performance is contrasted with the automatic generation control (AGC) scheme, existing PID, and LQR controller.
为了保持电力系统的稳定,应在尽可能短的时间内消除频率波动。提出了一种线性二次型调节器(LQR)与振动补偿器(VC)相结合的鲁棒控制方案,用于单区发电系统负荷变化引起的频率波动的鲁棒控制。LQR控制器用于补偿误差偏差,增广VC用于抑制频率波动。为了证明所提出的LQR- vc控制器的有效性,将其性能与自动生成控制(AGC)方案、现有PID和LQR控制器进行了对比。
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引用次数: 2
Electrical Properties of CSS Deposited CdTe Thin Films for Solar Cell Applications 应用于太阳能电池的CSS沉积CdTe薄膜的电学性能
N. K. Das, S. A. Razi, K. S. Rahman, M. Matin, N. Amin
CdTe is a very potential absorber material for thin film solar cell application. In this work CdTe thin films (TF) were deposited on CdS thin films by close-spaced sublimation (CSS) technique at different source and substrate temperature in inert gas condition. To bring out the optimum temperature set for CSS deposited CdTe films, several experiments were done. The process pressure of the chamber during deposition was maintained at 1.5 Torr in a dynamic condition. The effects of deposition temperature on the electrical properties of the as-deposited CdTe films were investigated by Hall Effect measurement. The films were deposited at 610 °C, 630 °C, 650 °C and 670 °C source temperatures. The first three films showed p-type conductivity while n-type conductivity appeared in the film deposited at 670 °C. The hole concentration of the as-grown p-type CdTe films followed an upward trend with the increase of source temperature and it reached a peak value at 650 °C. The highest hole mobility was observed for the lowest source temperature. However, the resistivity of the CdTe films was found increasing with the increase of source temperature. Thus, the CdTe thin film deposited at 650 °C showed better electrical properties for solar cell applications.
CdTe是一种非常有潜力的薄膜太阳能电池吸收材料。在惰性气体条件下,在不同的源和衬底温度下,采用近距离升华(CSS)技术在CdS薄膜上沉积CdTe薄膜(TF)。为了确定CSS沉积CdTe薄膜的最佳温度设置,进行了多次实验。在动态条件下,沉积过程中腔室的过程压力保持在1.5 Torr。采用霍尔效应测量方法研究了沉积温度对沉积CdTe薄膜电性能的影响。在610°C、630°C、650°C和670°C的源温度下沉积薄膜。在670℃沉积的薄膜中,前三种薄膜呈现p型电导率,而n型电导率。随着源温度的升高,p型CdTe薄膜的空穴浓度呈上升趋势,在650℃时达到峰值。当源温度最低时,空穴迁移率最高。而CdTe薄膜的电阻率随源温度的升高而增大。因此,在650°C下沉积的CdTe薄膜在太阳能电池应用中表现出更好的电性能。
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引用次数: 3
Improving Detection Accuracy for Imbalanced Network Intrusion Classification using Cluster-based Under-sampling with Random Forests 基于聚类的欠采样随机森林提高不平衡网络入侵分类检测精度
Md. Ochiuddin Miah, Sakib Shahriar Khan, Swakkhar Shatabda, D. Farid
Network intrusion classification i n t he imbalanced big data environment becomes a significant and important issue in information and communications technology (ICT) in this digital era. Presently, intrusion detection systems (IDSs) are commonly using tool to detect and prevent internal and external network attacks/intrusions. IDSs are majorly bifurcated into host-based and network-based systems, and use pattern-matching techniques to detect intrusions that known as misuse-based intrusion detection system. Machine learning (ML) and data mining (DM) algorithms are widely using for classifying intrusions in IDS over the last few decades. One of the major challenges for building IDS employing machine learning and data mining algorithms is to improve the intrusion classification accuracy and also reducing the false-positive rate. In this paper, we have introduced a new method for improving detection rate to classify minority-class network attacks/ intrusions using cluster-based under-sampling with Random Forest classifier. The proposed method is a multi-layer classification approach, which can process the highly imbalanced big data to correctly identify the minority/ rare class-intrusions. Initially, the proposed method classify a data point/ incoming data is attack/ intrusion or not (like normal behaviour), if it’s an attack then the proposed method try to classify attack type and later sub-attack type. We have used cluster-based under-sampling technique to deal with class-imbalanced problem and popular ensemble classifier Random Forest for addressing overfitting problem. We have used KDD99 intrusion detection benchmark dataset for experimental analysis and tested the performance of proposed method with existing machine learning algorithms like: Artificial N eural Network (ANN), naïve Bayes (NB) classifier, Random Forest, and Bagging techniques.
在不平衡的大数据环境下进行网络入侵分类,已成为数字时代信息通信技术(ICT)研究的一个重要课题。目前,入侵检测系统(ids)是一种常用的检测和预防内部和外部网络攻击/入侵的工具。入侵检测系统主要分为基于主机的入侵检测系统和基于网络的入侵检测系统,采用模式匹配技术检测入侵,被称为基于误用的入侵检测系统。在过去的几十年里,机器学习(ML)和数据挖掘(DM)算法被广泛用于IDS中的入侵分类。利用机器学习和数据挖掘算法构建入侵检测系统的主要挑战之一是提高入侵分类的准确性,同时降低误报率。本文提出了一种基于聚类的欠采样和随机森林分类器的方法,以提高对少数类网络攻击/入侵的检测率。该方法是一种多层分类方法,可以对高度不平衡的大数据进行处理,正确识别少数/罕见类入侵。最初,建议的方法分类数据点/传入数据是否是攻击/入侵(像正常行为一样),如果它是攻击,那么建议的方法尝试分类攻击类型和后来的子攻击类型。我们使用基于聚类的欠采样技术来处理类不平衡问题,使用流行的集成分类器随机森林来解决过拟合问题。我们使用KDD99入侵检测基准数据集进行实验分析,并使用现有的机器学习算法(如人工神经网络(ANN)、naïve贝叶斯(NB)分类器、随机森林和Bagging技术)测试了所提出方法的性能。
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引用次数: 20
Discretion Way for Bleeding Detection in Wireless Capsule Endoscopy Images 无线胶囊内窥镜图像出血检测的判别方法
A. Mamun, Md. Sohag Hossain, M. Hossain, Md. Galib Hasan
In the case of modern diagnosis technology, WCE (Wireless Capsule Endoscopy) is one of the most efficient and effective technologies for the diagnosis of Gastrointestinal tract noninvasively such as bleeding in intestine areas. Since the duration of the WCE video is so long, it contains a large number of images. Consequently, it makes a huge burden for the physicians to recognize affected portion in the real required time and it is the main obstacle for using the WCE in the wider application. For releasing the extra burden of the clinicians, we have proposed a novel automatic computer-aided system for detecting bleeding in the GI tract. In our proposed method, we have applied some special preprocessing for obtaining the required informative portions of blood. A noble Weighted k-Nearest-Neighbor (WKNN) classifier has applied for separating distinct object with some statistical features in HSV color space. We have successfully achieved accuracy 98.8%, sensitivity 99%, specificity 99%, precision 95%, negative predicted value 99% and F1 score 97% after extensive experiment which will outperform some of the existing researches. More importantly, its computational time is very compared to others.
在现代诊断技术的情况下,无线胶囊内镜(Wireless Capsule Endoscopy, WCE)是小肠出血等胃肠道无创诊断最高效、最有效的技术之一。由于WCE视频的持续时间很长,所以包含了大量的图像。因此,在实际需要的时间内识别病变部位给医生带来了巨大的负担,是WCE进一步推广应用的主要障碍。为了减轻临床医生的额外负担,我们提出了一种新型的自动计算机辅助胃肠道出血检测系统。在我们提出的方法中,我们应用了一些特殊的预处理来获得所需的血液信息部分。提出了一种加权k-最近邻分类器(Weighted k-Nearest-Neighbor, WKNN),用于HSV色彩空间中具有统计特征的不同目标的分离。经过广泛的实验,我们成功地实现了准确率98.8%,灵敏度99%,特异性99%,精密度95%,阴性预测值99%,F1评分97%,优于现有的一些研究。更重要的是,它的计算时间与其他算法相比非常短。
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引用次数: 13
Thermal Characteristics of Hybrid Photovoltaic Solar Thermal System during Summer. 混合光伏太阳能热系统夏季热特性研究
Md. Faisal Kader, Md. Awal Khan, Md. Habibul Huq
A hybrid photovoltaic (PVT) solar thermal system combines a simultaneous conversion of the absorbed solar radiation into electricity and heat. In this study the design of an experimental PVT dual system, both air and water circulation with modifications in the air channel is presented. First modification is to place a thin flat metallic sheet (TMS) inside the air channel and second one is to use painted Black ribbed surfaces at the bottom of the air channel. To observe the variations of heat transmittance with change of the shape of the ribs four experimental setups with a Trapezoidal, Saw teeth forward, a Saw teeth backward ribbed surfaces and a flat plate have been used. Natural convection is applied instead of forced convection to increase the system’s net electrical output & thereby the overall system efficiency. All setups were of the same capacity, projected area, and water heat extraction method and average depth. Performance study was carried out during the months of February to June, 2012 at IUT campus, Gazipur, Bangladesh. Significant performance has been observed with the above stated modifications. In an intense sunny day of March, the maximum temperature of water was found to be 45°C for Trapezoidal, 44°C for Saw teeth forward, 43°C for Saw teeth backward and 41°C for flat plate setup. Maximum temperature of air inside the air channel was found to be 39°C for Trapezoidal, 38°C for Saw teeth forward, 37°C for Saw teeth backward ribbed surfaces and 36°C for flat plate in an intense sunny day of march 2012 with an ambient temperature of 34°C. The average efficiency from all calculated values is found to be 64% for Trapezoidal, 62% for Saw teeth forward, 61% for Saw teeth backward and 58% for flat plate setup.
混合光伏(PVT)太阳能热系统将吸收的太阳辐射同时转化为电能和热能。本文设计了一种试验性的空气和水循环双系统,并对风道进行了改造。第一个修改是在空气通道内放置一个薄的平面金属板(TMS),第二个是在空气通道底部使用涂黑的肋状表面。为了观察肋形变化对透热率的影响,采用了梯形、锯齿形、锯齿形后肋形和平板形四种实验装置。采用自然对流而不是强制对流来增加系统的净电力输出&从而提高整个系统的效率。所有装置都具有相同的容量、投影面积、水热提取方法和平均深度。绩效研究于2012年2月至6月在孟加拉国加济普尔IUT校区进行。经过上述修改,已观察到显著的性能。在三月的一个强烈的晴天,水的最高温度被发现是45°C梯形,44°C锯齿向前,43°C锯齿向后,41°C平板设置。在2012年3月的一个强烈的晴天,环境温度为34°C,风道内空气最高温度为梯形39°C,锯齿向前38°C,锯齿后肋表面37°C,平板36°C。所有计算值的平均效率发现梯形为64%,锯齿向前为62%,锯齿向后为61%,平板设置为58%。
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引用次数: 1
Enhancement of Global Bandwidth of Internet Users Employing Internet Exchange Point Leveraging VPN Technology 利用VPN技术利用互联网交换点增强互联网用户的全球带宽
Al- Nadhian Bin Emran, Aman Ullah Juman, G. Z. Islam
Not all internet service providers provide the same amount of bandwidth to their users. Based on bandwidth allocation, location and price service providers capped their users’ bandwidth. As a result, we observe bandwidth limitation among the users. In this paper, we will implement a technique to bypass bandwidth and firewall restriction using virtual private network where we will use common IXP route to avoid the initial level of the bandwidth cap. In this project, we show that internet speed of international route i.e. global bandwidth can bypass, if there are multiple ISPs use a common IXP and at least one of those ISP provide robust global bandwidth. Usually, regional ISPs use common IXP to route their local traffic within the region. We utilize IXP to bypass global bandwidth cap of users who have better local bandwidth allocation. We show that using our proposed method global internet speed of a user can raise several times effectively.
并不是所有的互联网服务提供商都为他们的用户提供相同数量的带宽。根据带宽分配,服务提供商根据位置和价格限制用户的带宽。因此,我们观察到用户之间的带宽限制。在本文中,我们将使用虚拟专用网络实现一种绕过带宽和防火墙限制的技术,其中我们将使用公共IXP路由来避免带宽上限的初始水平。在该项目中,我们表明,如果有多个ISP使用公共IXP并且至少有一个ISP提供强大的全球带宽,则国际路由即全球带宽的互联网速度可以绕过。通常,区域isp使用公共IXP在区域内路由本地流量。我们利用IXP绕过具有较好本地带宽分配的用户的全局带宽上限。结果表明,采用该方法可以有效地将用户的全局网速提高数倍。
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引用次数: 1
期刊
2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)
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