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2015 Moratuwa Engineering Research Conference (MERCon)最新文献

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Designing a microgrid test system for transient analysis 微电网暂态分析测试系统的设计
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112326
N. W. A. Lidula, R. Nishshanka, S. B. Wijesundara, W. Wijemanna, W. Weerakkody
A power system test system is designed using PSCAD/EMTDC software for transient analysis, which can be specifically used for transient studies with Distributed Generators (DGs) or this system can be easily developed as a Microgrid test system. The model is developed based on a section of a practical power system that is Kukuleganga area of the Sri Lanka power system. This includes 132kV transmission system, Kukuleganga hydro power station, five grid substations with 33kV distribution buses and DGs. The developed model is verified through comparing the actual fault data obtained from the Ceylon Electricity Board, Sri Lanka with the results obtained from the developed PSCAD/EMTDC model. The Discrete Wavelet Transform is used to identify the degree of accuracy in verification of the model. The test results are demonstrated for both current and voltage waveforms.
利用PSCAD/EMTDC软件设计了一个电力系统暂态分析测试系统,该系统可以专门用于分布式发电机(dg)的暂态研究,也可以很容易地开发为微电网测试系统。该模型是基于斯里兰卡电力系统库库勒甘加地区实际电力系统的一部分开发的。这包括132kV输电系统、Kukuleganga水电站、5个带有33kV配电母线和dg的电网变电站。通过将斯里兰卡锡兰电力局的实际故障数据与所建立的PSCAD/EMTDC模型的结果进行比较,对所建立的模型进行了验证。采用离散小波变换对模型的验证精度进行识别。测试结果证明了电流和电压波形。
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引用次数: 2
Computer assisted plant identification system for Android 基于Android的计算机辅助植物识别系统
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112336
H. A. Chathura Priyankara, D. Withanage
Plant leaves provide sufficient features to distinguish them among other species. Identification of plants using leaf images is a classic problem in digital image processing. Usually those image processing systems use shape based digital morphological features for leaf identification task. Even there are number of studies on leaf based plant identification, very few of them are for mobiles. In this paper we describe a leaf image based plant identification system using SIFT features combining with Bag Of Word (BOW) model and Support Vector Machine (SVM) classifier. The system is trained to classify 20 species and obtained 96.48 % accuracy level. Based on the results, we developed an Android application communicates with the server and gives users the ability to identify plant species using photographs taken of plant leaves using the smart phone.
植物的叶子有足够的特征来区别于其他物种。利用叶片图像识别植物是数字图像处理中的一个经典问题。这些图像处理系统通常使用基于形状的数字形态特征来完成叶片识别任务。尽管有许多基于叶片的植物鉴定研究,但很少有针对移动植物的研究。本文提出了一种基于SIFT特征,结合BOW模型和支持向量机(SVM)分类器的植物叶片图像识别系统。经过训练,该系统对20个物种进行了分类,准确率达到96.48%。基于这一结果,我们开发了一个与服务器通信的Android应用程序,让用户能够使用智能手机拍摄植物叶子的照片来识别植物种类。
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引用次数: 24
Region growing segmentation method for extracting vessel structures from coronary cine-angiograms 冠状动脉造影血管结构提取的区域增长分割方法
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112335
K. Kulathilake, L. Ranathunga, G. Constantine, N. A. Abdullah
The coronary cine-angiogram (CCA) is an invasive medical image modality which is used to determine the luminal obstructions or stenosis in the Coronary Arteries (CA). CCA based quantitative assessment of vascular morphology is a demanding area in medical diagnosis and segmentation of blood vessels in CCAs is one of the mandatory step in this endeavor. The accurate segmentation of CAs in Angiogram is a challenging task due to various reported reasons. In order to overcome this challenge, we proposed a region growing segmentation method which implements using morphological image processing operations and flood fill method. It can extract the boundary of main CA visualized in the processed CCA completely. The result of the proposed method reveals that this proposed segmentation method possesses 90.89% accuracy to segment the CAs related to the selected Angiography views. This segmentation results can be further enhanced to determine the functional severity of the CA and this study laid the foundation to improve the Angiography based diagnosis technique.
冠状动脉血管造影(CCA)是一种用于确定冠状动脉(CA)腔内阻塞或狭窄的侵入性医学图像方式。基于CCA的血管形态定量评估在医学诊断中是一个要求很高的领域,而CCA血管的分割是这一努力的必要步骤之一。由于各种报道的原因,血管造影中ca的准确分割是一项具有挑战性的任务。为了克服这一挑战,我们提出了一种利用形态学图像处理操作和洪水填充方法实现的区域增长分割方法。它可以完全提取出在处理后的CA中可视化的主CA的边界。结果表明,该分割方法对所选血管造影视图相关ca的分割准确率为90.89%。该分割结果可进一步增强,确定CA的功能严重程度,为改进基于血管造影的诊断技术奠定基础。
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引用次数: 8
Design and simulation of a MEMS based dual axis capacitive accelerometer 基于MEMS的双轴电容式加速度计的设计与仿真
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112344
V. Jayanetti, W. Jayathilaka, K. I. Talawatta, Y. Amarasinghe
Micro Electro Mechanical Systems (MEMS) based multi axis accelerometers are embedded in many modern technological applications. These sensors are widely used in smart electronics, bio-medical uses, automobiles and aeronautics. The work followed herewith is focused on designing of a 2 degree of freedom (D.O.F) MEMS based capacitive accelerometer which can be used with such vibration detection modules. The 2mm × 2mm × 100μm sensor has a working range of up to ±16g and a failure limit of 20g The movement of a proof mass which is 74.5% of the sensor area is used to generate amplified voltage signals based on the theory of capacitance using a series of capacitive comb elements mounted on the perimeter of the sensor. Process simplification is achieved with the use of a single Silicon-on-Insulation (SOI) wafer and minimum masking material. The paper contains details on structural and motion analysis performed on the design and also contains techniques which can be used for the fabrication of the sensor and electrical contacts needed for the successful implementation of the sensor into electrical circuitry.
基于微机电系统(MEMS)的多轴加速度计被嵌入到许多现代技术应用中。这些传感器广泛应用于智能电子、生物医学、汽车和航空领域。接下来的工作重点是设计一个2自由度(D.O.F)基于MEMS的电容式加速度计,该加速度计可以与这种振动检测模块一起使用。2mm × 2mm × 100μm传感器的工作范围可达±16g,失效极限为20g。基于电容原理,利用安装在传感器周长上的一系列电容式梳子元件,移动占传感器面积74.5%的验证块,产生放大的电压信号。通过使用单个绝缘层上硅(SOI)晶圆和最小掩蔽材料,实现了工艺简化。本文包含对设计进行的结构和运动分析的详细信息,还包含可用于制造传感器和将传感器成功实现到电路中所需的电触点的技术。
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引用次数: 6
Comparison of stabilizing NMPC designs for wheeled mobile robots: An experimental study 轮式移动机器人稳定NMPC设计的比较:实验研究
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112333
M. Mehrez, G. Mann, R. Gosine
In this paper, two stabilizing nonlinear model predictive control (NMPC) designs, namely, final-state equality constraint stabilizing design and final-state inequality constraint stabilizing design have been applied to achieve two wheeled mobile robot's control objectives, i.e. point stabilization and trajectory tracking. In both controllers, final-state constraints are imposed, on the online optimization step, to guarantee the closed loop stability. As shown in the literature, both stabilizing designs were addressed to be computationally intense; thus, their real-time implementation is not tractable. Nonetheless, in this work, a recently developed toolkit implementing fast NMPC routines has been used to apply the two stabilizing designs on a mobile robot research platform after developing a C++ code, coupling the toolkit and the research platform's software. Full scale experiments implementing the two stabilizing designs are conducted and contrasted in terms of performance measures and real-time requirements.
本文采用两种稳定非线性模型预测控制(NMPC)设计,即最终状态相等约束稳定设计和最终状态不等式约束稳定设计,分别实现了轮式移动机器人的点稳定和轨迹跟踪两个控制目标。两种控制器都对在线优化步骤施加了最终状态约束,以保证闭环的稳定性。如文献所示,两种稳定设计都是计算强度高的;因此,它们的实时实现是不可处理的。尽管如此,在这项工作中,一个最近开发的实现快速NMPC例程的工具包已被用于在开发c++代码后将两个稳定设计应用于移动机器人研究平台,将工具包和研究平台的软件耦合在一起。对两种稳定设计进行了全尺寸实验,并在性能指标和实时性要求方面进行了对比。
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引用次数: 11
Evaluation of main factors affecting the choice of a freight forwarder: A Sri Lankan exporter's perspective 影响货运代理选择的主要因素评估:斯里兰卡出口商的视角
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112345
M. D. Ishani Maheshika, B. Abeysekara
The intermediary role performed by freight forwarders in exportation has become significant in fulfilling businesses' supply chain needs in this dynamic world. Since the success of exporter's business is at present, highly reliant on supply chain optimization, cost efficiency, profitability, consistent service and responsiveness, the decision of selecting the most beneficial freight forwarder has become crucial for exporters. In order to identify and prioritize key factors which have affected the exporter's decision in selecting freight forwarders in Sri Lankan context, Sri Lankan export industry was stratified into 22 sectors based on commodity using stratified sampling technique. One exporter from each sector was then selected using judgmental sampling to have a sample of 22. Factors which were identified through a pilot survey, was organized under 6 main criteria. A questionnaire was basically developed as pairwise comparisons using 9-point semantic differential scale and comparisons were done within main criteria and sub criteria. After a pre-testing, interviews and e-mail questionnaire survey were conducted. Data were analyzed using Analytic Hierarchy Process to determine priority vectors of criteria. Customer service was found to be the most important main criterion for Sri Lankan exporters. It was followed by reliability and operational efficiency respectively. The criterion of the least importance was company background and reputation. While small sized exporters pay more attention to rate, reliability is the major concern among medium and large scale exporters. Irrespective of seniority of the exporter, reliability is given the prominence. Responsiveness is the most important sub criterion among Sri Lankan exporters. Consistency of judgments with respect to main criteria was verified through consistency ratio, which was less than 10%. Being more competitive, freight forwarders should come up with customized marketing strategies based on each target group's requirements and expectations in offering services to retain existing exporters and attract new exporters.
在这个充满活力的世界中,货运代理在出口中扮演的中介角色在满足企业供应链需求方面变得越来越重要。由于目前出口商业务的成功高度依赖于供应链优化、成本效率、盈利能力、一致的服务和响应能力,因此选择最有利的货运代理对出口商来说变得至关重要。为了确定和优先考虑的关键因素,影响出口商选择货运代理的决定在斯里兰卡的情况下,斯里兰卡出口行业分层为22个部门基于商品使用分层抽样技术。然后从每个部门中选择一个出口商,使用判断抽样,样本为22。通过试点调查确定的因素按6个主要标准组织。问卷基本上采用9分语义差异量表两两比较,在主标准和子标准内进行比较。经预测后,进行访谈和电子邮件问卷调查。采用层次分析法对数据进行分析,确定标准的优先级向量。客户服务被认为是斯里兰卡出口商最重要的主要标准。其次是可靠性和运行效率。最不重要的标准是公司背景和声誉。虽然小型出口商更注重速度,但中大型出口商主要关注的是可靠性。无论出口商的资历如何,可靠性都是最重要的。响应性是斯里兰卡出口商最重要的子标准。通过一致性比验证各主要标准判断的一致性,一致性比小于10%。为了提高竞争力,货运代理应该根据每个目标群体的需求和期望,提出定制的营销策略,提供服务,以留住现有的出口商和吸引新的出口商。
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引用次数: 0
Scheduling methodology to minimize random customer arrival 调度方法,以尽量减少随机客户的到来
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112347
K. Kothalawala, N. A. Samarasekera
The main problem addressed by the research is random arrival of customers to pick goods at a product distribution center. Using a Case Study approach, a methodology is developed for scheduling of customer arrivals as a solution. Initially the problem is studied in detail. A survey was carried out to study the current customer behavior of the selected product distribution center. Using the findings of the survey and the literature review, different scheduling solutions are generated. Three most viable solutions are selected and then those three solutions are evaluated in financial, operational and change management aspects to find the best solution. A simulation is also done for customer arrivals to quantify the impact of implementing the scheduling system. The findings of the research clearly indicate the feasibility and the customer service improvements derived by customer scheduling. The customer waiting times and the idling of the distribution point assets can be significantly reduced by the developed scheduling system. Customers' perception of the waiting time can be reduced by providing waiting information of customers prior to their arrival.
该研究解决的主要问题是顾客随机到达产品配送中心挑选商品。使用案例研究方法,开发了一种方法来安排客户到达作为解决方案。首先对该问题进行了详细的研究。对所选产品配送中心的顾客行为现状进行了调查研究。利用调查结果和文献综述,产生了不同的调度解决方案。选择三个最可行的解决方案,然后在财务,运营和变更管理方面评估这三个解决方案,以找到最佳解决方案。还对客户到达进行了模拟,以量化实施调度系统的影响。研究结果清楚地表明了客户调度的可行性和客户服务的改进。通过开发的调度系统,可以显著减少客户的等待时间和配电点资产的空转。通过在顾客到达之前提供顾客的等待信息,可以减少顾客对等待时间的感知。
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引用次数: 0
Tool support for traceability of software artefacts 对软件工件可追溯性的工具支持
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112366
K. Kamalabalan, T. Uruththirakodeeswaran, G. Thiyagalingam, Diunuge Buddhika Wijesinghe, I. Perera, D. Meedeniya, D. Balasubramaniam
Artefact management in a software development process is a challenging problem. Often there is a wide variety of artefacts, which are maintained separately within a software development process, such as requirement specifications, architectural concerns, design specifications, source codes and test cases, which are essential to software engineering. Artefact inconsistency is a major problem since these artefacts evolve at different rates. Maintaining traceability links among these artefacts and updating those artefacts accordingly can be a solution to address artefact inconsistency. There is a need for establishing these artefact traceability links in semi-automatic way. Proper management and visualization tool is required for effective software artefact management in an incremental software development. We present a prototype tool to establish artefact traceability links and visualization of those. This paper describes the research methodology and relevant research carried out for semi-automatic traceability link establishment and visualization of software artefacts.
软件开发过程中的工件管理是一个具有挑战性的问题。通常有各种各样的工件,它们在软件开发过程中是单独维护的,例如需求说明、体系结构关注、设计说明、源代码和测试用例,它们对软件工程至关重要。工件不一致是一个主要问题,因为这些工件以不同的速度发展。维护这些工件之间的可追溯性链接,并相应地更新这些工件,可能是解决工件不一致的解决方案。需要以半自动的方式建立这些工件的可追溯性链接。在增量式软件开发中,有效的软件工件管理需要适当的管理和可视化工具。我们提出了一个原型工具来建立工件的可追溯性链接和可视化。本文介绍了软件工件的半自动追溯链路建立和可视化的研究方法及相关研究。
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引用次数: 17
Simulation of ancient wind-driven iron smelting furnaces of Sri Lanka 斯里兰卡古代风动铁炉的模拟
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112312
A. A. K. Kumbalathara, D. Liyanage, S. Witharana, J. Rajika, M. Narayana, K. Fernando
Metal processing industry in Sri Lanka began around 3000BC. Ancient chronicles like Mahavansaya, Thupavansa and Pujavaliya proved the Sri Lanka's history of metal industry. Archaeometallurgical surveys of Sri Lanka have revealed a non-conventional wind-driven iron smelting furnace for the first time in the world. Some of them dated back to third century BC. Replications of iron smelting process have shown the ability of those furnaces to operate and produce high carbon Steel. CFD modeling and simulation is a popular tool to further understand the fluid flow patterns within and surrounding a furnace. This paper discusses the initial steps of modeling and simulation of the total process of iron smelting in the west-facing furnaces situated in Samanalawewa area of Sri Lanka. Main focus of the paper is to analyze the cold flow at 2D and 3D steady state conditions by using the open source OpenFOAM CFD software with over 9million cells for 3D simulation in finite volume method. The results have been compared with a validated simulation on the same furnace using the commercial CFD code Fluent.
斯里兰卡的金属加工业始于公元前3000年左右。Mahavansaya, Thupavansa和Pujavaliya等古代编年史证明了斯里兰卡的金属工业历史。斯里兰卡的考古冶金学调查在世界上首次发现了一个非常规的风力炼铁炉。其中一些可以追溯到公元前三世纪。对炼铁过程的重复研究表明,这些熔炉有能力运行并生产高碳钢。CFD建模和仿真是一种流行的工具,可以进一步了解炉内和炉外流体的流动模式。本文讨论了斯里兰卡Samanalawewa地区西向炉铁冶炼全过程建模和仿真的初步步骤。本文的主要研究重点是利用开源的OpenFOAM CFD软件,采用有限体积法对900多万个单元进行三维模拟,对二维和三维稳态条件下的冷流进行分析。并将计算结果与商用CFD软件Fluent在同一炉上的仿真结果进行了比较。
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引用次数: 2
A deterministic hazard assessment for storm surge induced flooding: A case study 风暴潮引发洪水的确定性危害评估:一个案例研究
Pub Date : 2015-04-07 DOI: 10.1109/MERCON.2015.7112316
C. Marasinghe, J. J. Wijetunge
Coastal flooding due to tropical cyclone generated storm surges has caused considerable damage and loss of life in the North Indian Ocean region including in Sri Lanka. This paper is concerned with a deterministic analysis of the storm surge hazard for the city of Chilaw on the west coast of Sri Lanka, as a case study. The present hazard assessment utilizes a database of historical events of tropical cyclones in the North Indian Ocean region. A statistical analysis of the past events has been carried out to identify an appropriate storm surge scenario. Numerical models comprising a parametric cyclone model and a hydrodynamic model based on shallow water equations have been employed to simulate cyclone wind velocity and pressure fields as well as coastal inundation due to the storm surges. The spatial distribution of the depth of inundation as well as maps of the hazard to population and residential buildings in the study area are presented and discussed.
热带气旋引发的风暴潮导致的沿海洪水在包括斯里兰卡在内的北印度洋地区造成了相当大的破坏和生命损失。本文以斯里兰卡西海岸奇劳市为例,对风暴潮灾害进行了确定性分析。目前的危害评估利用了北印度洋地区热带气旋历史事件数据库。对过去的事件进行了统计分析,以确定适当的风暴潮情景。采用参数气旋模型和基于浅水方程的水动力模型模拟了气旋风速、气压场和风暴潮引起的海岸淹没。提出并讨论了研究区淹没深度的空间分布以及对人口和居民楼的危害图。
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引用次数: 1
期刊
2015 Moratuwa Engineering Research Conference (MERCon)
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