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2021 Moratuwa Engineering Research Conference (MERCon)最新文献

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A Study to Investigate the Factors Affecting Construction Worker Performance 建筑工人绩效影响因素的研究
Pub Date : 2021-07-27 DOI: 10.1109/MERCon52712.2021.9525751
T. Anojan, Chandana Siriwardana
Worker performance is highly significant in the construction industry since it affects the productivity, safety, and quality level of the project. Construction activities are considered labour-intensive as they heavily rely on human effort. This study aims to evaluate and rate the impact of the factors affecting construction worker performance in the Sri Lankan construction industry. The factors identified through the literature review were categorized into different 11 groups by their nature. The most suitable factors were selected and grouped by using a specific structured approach. Structured questionnaires comprising all the selected factors were used to gather the relevant data from directors, managers, technical officers, engineers, and other professionals. All the gathered data were analysed and were ranked using the Relative Important Index (RII). Improvement strategies were also proposed, and a framework had been developed for improving worker performance. The results of this study will be worthwhile information to improve the performance of the project as part of the research was involved in investigating the interaction relationship of the key factors affecting worker performance to improve the labour productivity in the Sri Lankan construction industry.
工人的绩效在建筑行业中非常重要,因为它影响到项目的生产率、安全性和质量水平。建筑活动被认为是劳动密集型的,因为它们严重依赖于人类的努力。本研究旨在评估和评价斯里兰卡建筑业中影响建筑工人绩效的因素的影响。通过文献综述确定的因素按其性质分为不同的11组。通过使用特定的结构化方法选择和分组最合适的因素。采用结构化的问卷调查,包括所有选定的因素,从董事、经理、技术人员、工程师和其他专业人员那里收集相关数据。对收集到的所有数据进行分析,并使用相对重要指数(RII)进行排名。还提出了改进战略,并制定了改善工人业绩的框架。本研究的结果将是有价值的信息,以提高项目的性能,作为研究的一部分,参与调查影响工人绩效的关键因素的相互关系,以提高斯里兰卡建筑业的劳动生产率。
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引用次数: 0
Keynote Address: Integrating Emerging Technologies withTransport Infrastructure System 主题演讲:新兴技术与交通基础设施系统的整合
Pub Date : 2021-07-27 DOI: 10.1109/mercon52712.2021.9525687
Xiaobo Qu
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引用次数: 0
Mechanical and Thermal Characterization of Sri Lankan Vein Graphite Powder 斯里兰卡脉状石墨粉的力学和热特性
Pub Date : 2021-07-27 DOI: 10.1109/MERCon52712.2021.9525803
Dinelka Somaweera, G.A. Abeygunawardane, S. Weragoda, Sivahar Vigneswaran
Graphite is being highly used nowadays in synthesizing graphene; largely exploited in synthesis of nano-composites in different forms. Crushed graphite can also be used in its powder form to synthesize beneficial particulate based composite. Besides, properties of vein graphite in its powder form is scarcely found in the literature. This study reports mechanical and thermal properties of vein graphite powder sourced from Bogala mines, Sri Lanka. Five varieties of graphite powder samples were chosen based on the specific industrial requirements and each were characterized through Thermal Constant Analyzer, Differential Scanning Calorimetry, and Ultrasonic pulse-echo method. The later method was adopted to obtain measurements of the Poisson's ratio ($vartheta$), Young's modulus (E), and Shear modulus (G) of the graphite powder samples. Highest value of thermal conductivity, volumetric heat capacity, and thermal diffusivity was reported from the grade of graphite powder possessing larger particle size. The reported properties of the vein graphite powder will be convenient to material scientists in synthesizing graphite particle-based composites and to predict their overall performance numerically as well as experimentally.
石墨被广泛用于合成石墨烯;广泛应用于不同形式的纳米复合材料的合成。粉碎后的石墨也可以以粉末形式用于合成有益的颗粒基复合材料。此外,脉状石墨粉末形态的性质在文献中很少发现。本研究报告了斯里兰卡Bogala矿山矿脉石墨粉的力学和热性能。根据具体的工业要求,选择了5个石墨粉样品,分别用热常数分析仪、差示扫描量热法和超声脉冲回波法对样品进行了表征。采用后一种方法测量了石墨粉末样品的泊松比($vartheta$)、杨氏模量(E)和剪切模量(G)。热导率、体积热容量和热扩散系数均以粒径较大的石墨粉为最高。本文所报道的脉状石墨粉末的性质将为材料科学家合成石墨颗粒基复合材料以及在数值和实验上预测其整体性能提供方便。
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引用次数: 1
A Reverse Vending Machine for Sorting Yoghurt Cups and PET Bottles 分类酸奶杯和PET瓶的反向自动售货机
Pub Date : 2021-07-27 DOI: 10.1109/MERCon52712.2021.9525682
S.C. Athukorala, H.M.L.D. Hennayaka, S. Rathnayake, M. Hariluxman, J. Gamage, R. Gopura
With the ever-increasing amount of waste disposal by mankind, the requirement for waste management is paramount. Apart from dumping waste in landfills, recycling is another popular solution adopted by the world to manage waste. As an effective collection mechanism of plastic waste, automatic recycle bins are employed in many countries in common places like subways and, malls. Furthermore, different rewarding mechanisms are in place to motivate the consumers to return the plastic waste. Reverse vending machines which encourage the collection of plastic waste and provide rewards are used in some countries. However, existing reverse vending machines lack features like separating plastic based on their plastic category. PET bottles and Yoghurt cups are some of the mostly disposed plastic containers in Sri Lanka. There are companies that use these types only to recycle and manufacture unique recycled products. This paper focuses on developing a reverse vending machine with plastic type sorting function to be used in the Sri Lankan context. The existing mechanisms were reviewed and a solution is designed to operate with Near-infrared (MR) plastic sorting and gravity transfer method. Furthermore, an appropriate rewarding mechanism is also proposed.
随着人类垃圾处理量的不断增加,对垃圾管理的要求越来越高。除了将废物倾倒在堆填区外,回收是世界上另一种普遍采用的废物管理方法。自动回收箱作为一种有效的塑料垃圾收集机制,在许多国家的地铁、商场等公共场所都采用了自动回收箱。此外,有不同的奖励机制来激励消费者归还塑料废物。一些国家使用了鼓励收集塑料废物并提供奖励的反向自动售货机。然而,现有的自动售货机缺乏根据塑料类别分类塑料的功能。PET瓶和酸奶杯是斯里兰卡处理最多的塑料容器。有些公司只使用这些类型来回收和制造独特的回收产品。本文的重点是开发一种具有塑料类型分类功能的反向自动售货机,用于斯里兰卡语境。回顾了现有的机制,并设计了一种解决方案,用于近红外(MR)塑料分选和重力转移方法。此外,还提出了适当的奖励机制。
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引用次数: 2
Modeling and Sizing of Hybrid Energy Storage System for Virtual Synchronous Generator 虚拟同步发电机混合储能系统建模与选型
Pub Date : 2021-07-27 DOI: 10.1109/MERCon52712.2021.9525780
Surindi Vidusika Wijetunge, Sajana Gunasekera, Jeewantha Gamage, C. Pathirana, S. Bolonne
Renewable energy sources (RESs) play a major role in the modern power system to meet the increasing demand and to reduce environmental effects. But they are unable to perform frequency regulation resulting in higher frequency deviations with higher integration of RESs. To overcome this problem power converters are modified as synchronous generators using proper control mechanisms called as Virtual Synchronous Generators (VSGs). Energy Storage Systems are required to absorb and deliver excess energy. We have used a battery/ultracapacitor hybrid energy storage system (HESS) to achieve this. Power allocation for the two storage units is modeled such that fast-varying power fluctuations are compensated by ultracapacitor (UC) and low frequency power fluctuations are compensated by the battery. This is achieved by emulating the inertia by the ultracapacitor and emulating reheat turbine model, droop control etc. by the battery. Some research produces the modelling details of HESS but not the sizing considering required performance. To fulfil this research gap sizing of the HESS is presented through this research paper. Eventually, the proposed system was implemented and simulated in MATLAB Simulink. Results were analyzed to verify the proposed concept for different cases to prove that it gives outputs similar to conventional synchronous generator.
可再生能源在现代电力系统中发挥着重要作用,以满足日益增长的需求并减少对环境的影响。但由于无法进行频率调节,导致RESs积分越高,频率偏差越大。为了克服这个问题,电源转换器被修改为同步发电机,使用适当的控制机制,称为虚拟同步发电机(VSGs)。需要储能系统来吸收和输送多余的能量。我们已经使用电池/超级电容器混合能量存储系统(HESS)来实现这一目标。对两个存储单元的功率分配进行了建模,其中快速变化的功率波动由超级电容器(UC)补偿,低频功率波动由电池补偿。这是通过超级电容器模拟惯性和电池模拟再热涡轮模型、下垂控制等来实现的。一些研究给出了HESS的建模细节,但没有考虑到所需性能的尺寸。为了完成这一研究,本文提出了HESS的差距尺寸。最后,在MATLAB Simulink中对所提出的系统进行了实现和仿真。通过对不同情况下的结果分析,验证了所提出的概念,证明其输出与传统同步发电机相似。
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引用次数: 0
Optimization of Synthesis of Nanocrystalline Cellulose Extracted from Rice Straw 稻秆提取纳米纤维素的合成工艺优化
Pub Date : 2021-07-27 DOI: 10.1109/MERCon52712.2021.9525694
K. M. Weerakkody, K.P.T. Wathsala, V. Weragoda
Cellulose is a natural biopolymer that shows some attractive properties such as recyclability, biodegradability, renewability, non-toxicity, low density and high functionality. Nanocrystalline Cellulose is (NCC) obtained from acid hydrolysis of cellulose fibres but compared to cellulose fibres, NCC possesses many more advantages, such as higher specific strength and modulus, higher surface area, unique optical properties, etc. This research work extracts cellulose from locally available rice straw variety. The extraction process included dewaxing, delignification, bleaching, acid hydrolysis, centrifugation, dialysis, sonication and freeze drying. It was observed using FTIR analysis that almost all the silica content of fibres was solubilized in the dewaxing step. XRD analysis concluded the decrement of crystallinity with an increment of the temperature and time of the centrifugation. The dialysis conditions and sonication parameters were optimized. Finally, the aqueous suspension was freeze dried to obtain Nanocrystalline cellulose powder. The results of the image analysis showed that almost 50% of Cellulose fibres within the range of 64–98 nm with 70% crystallinity and maximum yield 18.68% of NCC.
纤维素是一种天然的生物高聚物,具有可回收性、可降解性、可再生性、无毒性、低密度和高功能性等优点。纳米晶纤维素是由纤维素纤维的酸水解得到的,但与纤维素纤维相比,纳米晶纤维素具有更高的比强度和模量,更高的比表面积,独特的光学性能等优点。本研究工作是从当地可用的水稻秸秆品种中提取纤维素。提取工艺包括脱蜡、脱木质素、漂白、酸水解、离心、透析、超声和冷冻干燥。用红外光谱分析发现,在脱蜡过程中,纤维中硅含量几乎全部溶解。XRD分析表明,随着离心温度和时间的增加,结晶度降低。对透析条件和超声参数进行了优化。最后,将水悬浮液冷冻干燥,得到纳米纤维素粉末。图像分析结果表明,在64 ~ 98 nm范围内,近50%的纤维素纤维结晶度为70%,最大产率为18.68%。
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引用次数: 1
Framework to Migrate AngularJS Based Legacy Web Application to React Component Architecture 将基于AngularJS的传统Web应用程序迁移到React组件架构的框架
Pub Date : 2021-07-27 DOI: 10.1109/MERCon52712.2021.9525659
Thilanka Kaushalya, I. Perera
The next-generation component-based front-end frameworks such as React have outperformed AngularJS from both the end-user and developer expectations. The concepts, patterns, and architecture of the old school AngularJS application and the component-based React applications are different, hence the migration is not straightforward. This research defines a clear, cost-effective and efficient migration path from AngularJS applications to React applications. By comparing different approaches, the research provides a framework with a step-by-step guideline for migrating the presentation layer of any AngularJS based legacy application to a component-based React application. A migration assistant tool named Ng-React Copilot was implemented to guide the developer and automate the migration. The tool was developed by converting the critical refactorings proposed in the framework into a set of detection algorithms and providing the ability to scan against the given codebase. The tool works as a command-line tool as well as an integrated tool with popular IDEs. The framework and the tool were evaluated by applying them to selected small, medium, and enterprise-level AngularJS legacy applications and the results indicate the validity of the research findings.
下一代基于组件的前端框架,如React,无论从最终用户还是开发人员的期望来看,都已经超越了AngularJS。老派AngularJS应用程序和基于组件的React应用程序的概念、模式和体系结构是不同的,因此迁移并不简单。这项研究定义了一条清晰、经济、高效的从AngularJS应用到React应用的迁移路径。通过比较不同的方法,该研究提供了一个框架,并提供了将任何基于AngularJS的遗留应用程序的表示层迁移到基于组件的React应用程序的逐步指南。实现了一个名为Ng-React Copilot的迁移辅助工具来指导开发人员并自动化迁移。该工具是通过将框架中提出的关键重构转换为一组检测算法而开发的,并提供了针对给定代码库进行扫描的能力。该工具既可以作为命令行工具,也可以作为与流行ide集成的工具。通过将框架和工具应用于选定的小型、中型和企业级AngularJS遗留应用程序,对它们进行了评估,结果表明了研究结果的有效性。
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引用次数: 0
Vision-EMG Fusion Method for Real-time Grasping Pattern Classification System 实时抓取模式分类系统的视觉-肌电融合方法
Pub Date : 2021-07-27 DOI: 10.1109/MERCon52712.2021.9525702
Dulanjana M. Perera, D. Madusanka
Although recently developed Electromyography-based (EMG) prosthetic hands could classify a significant amount of wrist motions, classifying 5-6 grasping patterns in real-time is a challenging task. The collaboration of EMG and vision has addressed this problem to a certain extent but could not achieve significant performance in real-time. In this paper, we propose a fusion method that can improve the real-time prediction accuracy of the EMG system by merging a probability matrix that represents the usage of the six grasping patterns for the targeted object. The YOLO object detection system retrieves a probability matrix of the identified object, and it is used to correct the error in the EMG classification system. The experiments revealed that the optimized ANN model outperformed the KNN, LDA, NB, and DT by achieving the highest mean True Positive Rate (mTPR) of 69.34%(21.54) in real-time for all the six grasping patterns. Furthermore, the proposed feature set (Age, Gender, and Handedness of the user) showed that their influence increases the mTPR of ANN by 16.05%(2.70). The proposed system takes 393.89ms(178.23ms) to produce a prediction. Therefore, the user does not feel a delay between intention and execution. Furthermore, the system facilitates users to use multiple-grasping patterns for an object.
尽管最近开发的基于肌电图(EMG)的假手可以对大量的手腕运动进行分类,但实时分类5-6种抓取模式是一项具有挑战性的任务。肌电和视觉的协同在一定程度上解决了这一问题,但在实时性上并不能取得显著的效果。在本文中,我们提出了一种融合方法,通过合并一个概率矩阵来表示六种抓取模式对目标物体的使用情况,从而提高肌电系统的实时预测精度。YOLO目标检测系统检索识别目标的概率矩阵,并用于纠正肌电分类系统中的错误。实验表明,优化后的ANN模型优于KNN、LDA、NB和DT,对所有6种抓取模式的实时平均真阳性率(mTPR)最高,为69.34%(21.54)。此外,所提出的特征集(用户的年龄、性别和惯用手)表明,它们的影响使人工神经网络的mTPR提高了16.05%(2.70)。提出的系统需要393.89ms(178.23ms)来产生一个预测。因此,用户不会感觉到意图和执行之间的延迟。此外,该系统便于用户对一个对象使用多种抓取模式。
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引用次数: 1
[Copyright notice] (版权)
Pub Date : 2021-07-27 DOI: 10.1109/mercon52712.2021.9525644
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引用次数: 0
Preparation and Characterization of Dendro Biochar-Hydroxyapatite Composite: A Potential Material for Defluoridation 生物炭-羟基磷灰石复合材料的制备与表征:一种潜在的除氟材料
Pub Date : 2021-07-27 DOI: 10.1109/MERCon52712.2021.9525698
A. Rathnayake, Oshadi Hettithanthri, A. Rajapaksha, M. Vithanage
Hydroxyapatite (HAP) is a recognized material for fluoride adsorption; however, dissolution in acidic pH is a disadvantage, while dendro biochar (DBC) is a byproduct from dendro power plants in Sri Lanka. The objective of this study was to synthesize dendro biochar-hydroxyapatite (DBC-HAP) composite to reduce HAP dissolution and improve biochar's capacity for fluoride removal. Then it was characterized toward an enhanced fluoride removal in water. DBC-HAP composite was synthesized by the co-precipitation method. Pristine and composite materials were characterized using point of zero charge (pHPZC), Fourier Transform Infrared spectroscopy (FTIR), X-ray Diffraction (XRD) and Thermogravimetric analysis (TGA) to understand its potential for fluoride removal. The pHPZC for DBC, HAP and DBC-HAP were 10.39, 6.82 and 8.52 respectively. The surface charge of DBC-HAP composite was reduced by a pH of 1.87 compared to DBC. FTIR bands confirmed mineralized functional groups such as Ca2+ and −OH in the composite, which can facilitate defluoridation. XRD analysis indicated enhanced crystalline properties of the composite compared to DBC. TGA results exhibited changes in thermal stability for the composite compared to HAP. Overall characterization results of the DBC-HAP composite indicated the features of a low-cost, easily synthesizable defluoridation material.
羟基磷灰石(HAP)是公认的氟吸附材料;然而,在酸性pH中溶解是一个缺点,而树突生物炭(DBC)是斯里兰卡树突发电厂的副产品。本研究旨在合成树突生物炭-羟基磷灰石(DBC-HAP)复合材料,以减少羟基磷灰石的溶解,提高生物炭的除氟能力。然后,它的特点是对水中氟化物的去除。采用共沉淀法合成了DBC-HAP复合材料。利用零电荷点(pHPZC)、傅里叶变换红外光谱(FTIR)、x射线衍射(XRD)和热重分析(TGA)对原始材料和复合材料进行了表征,以了解其除氟潜力。DBC、HAP和DBC-HAP的pHPZC分别为10.39、6.82和8.52。与DBC相比,DBC- hap复合材料的表面电荷减少了1.87。FTIR波段证实了复合材料中矿化的官能团,如Ca2+和- OH,有利于脱氟。XRD分析表明,与DBC相比,复合材料的晶体性能得到了增强。TGA结果显示,与HAP相比,复合材料的热稳定性发生了变化。DBC-HAP复合材料的总体表征结果表明,它是一种低成本、易合成的脱氟材料。
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引用次数: 0
期刊
2021 Moratuwa Engineering Research Conference (MERCon)
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