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2022 Advances in Science and Engineering Technology International Conferences (ASET)最新文献

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Optimal Placement of Grid-Connected Wind Farms Based on Artificial Intelligence Techniques 基于人工智能技术的并网风电场优化布局
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9735051
A. Hamid, Samreen Ansari
From ancient times to the present day, the wind has been consistently recognized as one of the most important, accessible, and environmentally friendly energy sources, which today has a significant share in global electricity generation. The limited resources of fossil fuels are running out day by day, and the exploitation of this type of energy produces harmful pollutants. Consequently, double attention is paid to wind power and similar free and sustainable resources. Attaining the optimal location for establishing wind farms and turbines preeminently reduces construction/transmission costs and energy-related losses. In light of the above, we employ several artificial intelligence (AI) algorithms to optimally identify and locate the grid-connected wind farms, significantly serving electricity energy manufacturers and distribution companies. In addition, this study aims to maximize the efficiency of the wind energy system by considering the critical factors influencing the production capacities, such as wind speed, air density, turbine size, and geographical location. This work leverages an image processing-based technique, density-based spatial clustering of applications with noise (DB-SCAN), k-means, fuzzy c-means (FCM), and k-medoids machine learning algorithms. Numerous experiments and simulations are designed and performed exploiting MATLAB/Simulink, all of which demonstrate the substantial superiority of the proposed systems.
从古至今,风能一直被认为是最重要、最容易获得和最环保的能源之一,今天风能在全球发电中占有很大的份额。有限的化石燃料资源日益枯竭,而这种能源的开采会产生有害的污染物。因此,风能和类似的免费和可持续资源受到了双重关注。获得建立风力发电场和涡轮机的最佳位置可以显著降低建设/传输成本和能源相关损失。鉴于上述情况,我们采用了几种人工智能(AI)算法来优化识别和定位并网风电场,为电力制造商和配电公司提供了重要服务。此外,本研究通过考虑风速、空气密度、涡轮机尺寸和地理位置等影响生产能力的关键因素,最大限度地提高风能系统的效率。这项工作利用了基于图像处理的技术,基于密度的空间聚类应用与噪声(DB-SCAN), k-means,模糊c-means (FCM)和k- mediids机器学习算法。利用MATLAB/Simulink设计并进行了大量的实验和仿真,所有这些都证明了所提出系统的实质性优势。
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引用次数: 2
Smart Information Recognition on COVID-19 APPs for User Health Identification 新型冠状病毒app智能信息识别,实现用户健康识别
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9735044
Waleed Obaid, M. M. Farag, A. Hamid
This paper proposes a framework that will be discussed for the smart recognition of individual identification information for COVID-19 APPs. An example of these APPs is AL HOSN APP in the United Arab Emirates. The study will evaluate the identification of an individual that contains information regarding PCR results and COVID-19 Vaccine results. Such data entry enables users to access places while lowering the chances of face-to-face contact. The proposed framework will ensure complete security to prevent abuse of individual’s personal information. Furthermore, importance of detection mechanism with hardware compatibility is taken into account to ensure a complete smart process from scanning process to validation of results.
本文提出了一个针对COVID-19应用程序的个人身份信息智能识别框架。这些APP的一个例子是阿拉伯联合酋长国的AL HOSN APP。该研究将评估包含PCR结果和COVID-19疫苗结果信息的个体鉴定。这样的数据输入使用户能够访问地点,同时降低面对面接触的机会。拟议的框架将确保完全安全,防止个人信息被滥用。此外,考虑到具有硬件兼容性的检测机制的重要性,以确保从扫描过程到结果验证的完整智能过程。
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引用次数: 1
Thermal conductivity and Thermal properties enhancement of Paraffin/ Titanium Oxide based Nano enhanced Phase change materials for Energy storage 石蜡/氧化钛基纳米增强相变储能材料的热导率和热性能增强
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9735037
Imtiaz Ali Laghari, M. Samykano, A. Pandey, Z. Said, K. Kadirgma, V. Tyagi
The Latent heat storage (LHS) based on phase change materials (PCMs) has a critical part to demonstration in preserving and efficiently utilizing energy, resolving demand-supply mismatches, and boosting the efficiency of energy systems. However, they have a low thermal performance inherent in it because the low thermal conductivity (TC) of PCMs. Paraffin organic PCMs have several advantages such as higher LHS, nontoxic, abundant in nature and inexpensive, whereas TiO2 nanoparticle is type of hydrophilic group having tendency to improve TC. In this research TiO2 in different concentration (0.1, 0.5, 1, and 2 wt percent) with surfactant sodium dodecyl benzene sulphonate (SDBS) added into Paraffin RT44 HC PCM using two step techniques, and the thermophysical properties were broadly discussed. Thermogravimetric analyzer (TGA), Fourier transform infrared spectroscopy (FT-IR) and Thermal property analyzer (TEMPOS) were used for the characterization of prepared composite nano-enhanced phase change materials (NePCM). Additionally, the effect of nanoparticles on TC was investigated. The highest TC was obtained with PW/TiO2-1.0 by an increment of 86.36% as related with base PW. The FTIR spectrum of the composite PW/TiO2 confirmed no interaction between PW and TiO2, resulting in a more chemical stable composite. The addition of TiO2 to PW enhanced the degradation temperature to 10℃ by making it more thermal stable. Grounded on the results it can be concluded that the developed composite is suitable for thermal energy storage (TES), photovoltaic thermal (PVT) systems, and hot water applications.
基于相变材料的潜热蓄能技术在能源保护和高效利用、解决能源供需不匹配、提高能源系统效率等方面具有重要意义。然而,由于pcm的低导热系数(TC),它们具有较低的固有热性能。石蜡有机pcm具有LHS高、无毒、含量丰富、价格低廉等优点,而TiO2纳米颗粒是一种亲水基团,具有改善TC的倾向。本研究采用两步法将不同浓度(0.1、0.5、1、2%)的TiO2与表面活性剂十二烷基苯磺酸钠(SDBS)一起加入到石蜡RT44 HC PCM中,并对其热物理性质进行了广泛的讨论。采用热重分析仪(TGA)、傅里叶红外光谱分析仪(FT-IR)和热性能分析仪(TEMPOS)对制备的复合纳米增强相变材料(NePCM)进行表征。此外,还研究了纳米颗粒对TC的影响。当PW/TiO2-1.0时获得的TC最高,与碱PW相关的增量为86.36%。复合材料PW/TiO2的FTIR光谱证实PW和TiO2之间没有相互作用,因此复合材料的化学稳定性更高。TiO2的加入使PW的热稳定性提高,降解温度提高到10℃。结果表明,所研制的复合材料适用于热储能(TES)、光伏热(PVT)系统和热水应用。
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引用次数: 2
Transformation Invariant Cancerous Tissue Classification Using Spatially Transformed DenseNet 利用空间转换致密网进行转化不变癌组织分类
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9734997
O. Mahdi, A. B. Nassif
In this work, we introduce a spatially transformed DenseNet architecture for transformation invariant classification of cancer tissue. Our architecture increases the accuracy of the base DenseNet architecture while adding the ability to operate in a transformation invariant way while simultaneously being simpler than other models that try to provide some form of invariance.
在这项工作中,我们引入了一种空间变换的DenseNet架构,用于肿瘤组织的变换不变分类。我们的体系结构增加了基本DenseNet体系结构的准确性,同时增加了以转换不变方式操作的能力,同时比其他试图提供某种形式的不变性的模型更简单。
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引用次数: 1
Energy harvesting from L shaped frames with adjustable load mass 能量收集从L形框架与可调的负载质量
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9734865
Saeed K. Alnuaimi, A. Mourad
This paper proposes an investigation of L-shaped piezoelectric composite beams to generate electric power. The objective is to increase the bandwidth of the frequency range to harvest the energy. The structure is formed by one 150mm auxiliary piezoelectric composite beam and one 75 mm main piezoelectric composite beam, one tip masses. The tip masses on the 75 mm main composite beam are varied to determine the frequency range to harvest energy. The capability to control the frequency bandwidth about which energy is harvested is illustrated by adjusting beam lengths properly. This device has been found to provide that the output power and energy harvesting efficiency over the L-shaped structure’s frequency range is greater than the cantilever structure’s output power and energy harvesting efficiency under the same excitation conditions. The power densities of the different configurations are compared.
本文提出了l型压电复合梁发电的研究。目标是增加频率范围的带宽来收集能量。该结构由一根150mm的副压电复合梁和一根75mm的主压电复合梁组成。改变75mm主复合光束的尖端质量以确定收集能量的频率范围。通过适当地调整光束长度来说明控制能量收集的频率带宽的能力。在相同激励条件下,该装置的输出功率和能量收集效率在l型结构的频率范围内大于悬臂结构的输出功率和能量收集效率。比较了不同结构的功率密度。
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引用次数: 0
Dynali H3 Helicopter Tubular Frame Chassis Static Structural Analysis 动力H3直升机管状框架底盘静结构分析
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9734844
Mouza Al Shamsi, Afra Ali Salem Al Darmaki, Aysha Rashed Al Shamsi, Mohammed Al Khateri, Ameereh Seyedzadeh, A. Mourad
The design and development of a vehicle chassis is of a high significance in the aviation industry. This is due to its vital role in supporting the main structure of the vehicle in both static and dynamic conditions. It provides enough space to carry the various components of the vehicle. Therefore, it should be strong enough to withstand the different types of stresses. In current work, the tubular frame chassis of Dynali H3 2-seater helicopter is modeled with CATIA V5 and simulated using Ansys Static Structural Software by implying Finite Element Analysis (FEA) method. The main aim of this work is to perform structural analysis on the existing frame using the derived static loading acting on the tubular frame. The analysis focused on the structural loading using static loading only aiming at improving the tubular spaceframe chassis strength and design integrity of the current model in such a way that stresses are minimum, and the performance is maximum. The proposed design experienced less deformation and stresses compared to the current frame under the same static loading.
汽车底盘的设计与开发在航空工业中具有十分重要的意义。这是由于它在静态和动态条件下支撑车辆主体结构的重要作用。它提供了足够的空间来携带飞行器的各种部件。因此,它应该足够坚固,能够承受不同类型的应力。本文利用CATIA V5对dyali H3型双座直升机管状框架底盘进行了建模,并利用Ansys静力结构软件对其进行了有限元仿真。这项工作的主要目的是对现有框架进行结构分析,使用导出的静载荷作用于管状框架上。分析的重点是采用静载的结构载荷,旨在以应力最小、性能最大的方式提高管状空间框架底盘的强度和现有模型的设计完整性。在相同的静荷载下,与现有框架相比,所提出的设计经历了更小的变形和应力。
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引用次数: 0
Efficiency analysis of Surgical services departments: Application of Data Envelopment Analysis 外科科室效率分析:数据包络分析的应用
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9735053
M. Ibrahim
This paper measures the overall, technical and scale efficiencies of public hospitals surgical services and explores strategies to improve efficiency. Composite Data Envelopment Analysis (DEA) models that accommodating ratio variables are developed to measure efficiencies, and offer improvement strategies. Results show that overstayed patients can be minimized by 9% and 6% for overall and technical efficiency to operate efficiently. Decreasing the scale of the surgical service department will not improve efficiency. In conclusion, the number of hospitalized-discharged patients showed to be the most contributing factor to efficiency for outputs, and patient turnover rate among the input. It is recommended that inpatient throughput be improved and patient overstay be minimized, also, the operational and personal management should be enhanced to utilize resources.
本文衡量了公立医院外科服务的整体效率、技术效率和规模效率,并探讨了提高效率的策略。综合数据包络分析(DEA)模型,适应比率变量,以衡量效率,并提供改进策略。结果表明,在整体效率和技术效率方面,可以将逾期患者减少9%和6%。缩小外科服务部门的规模并不能提高效率。综上所述,住院出院患者数量是产出效率的最大影响因素,而患者流动率是投入效率的最大影响因素。建议提高住院病人吞吐量,尽量减少病人逾期住院,并加强业务管理和人员管理,以充分利用资源。
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引用次数: 0
Sustainable Concrete Using Industrial By-product Waste 利用工业副产品废料的可持续混凝土
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9734981
Vasila Alkhaldi, A. Mourad, M. El Gamal
Alternatives to normal concrete (NC) have been investigated heavily in the last decade, Sulfur concrete is one of the promising substitutes as it works as a binder that replaces the use of cement and water to form a more sustainable option. The objective of this case study was to investigate the effect of using carbide lime waste as aggregate to produce sulfur-based concrete. To achieve this, characterization of the mix components was done after that the mechanical properties of sulfur concrete proportioned with various aggregate types were evaluated. Results revealed that the use of fillers enhanced the properties of the mix and that the mix illustrated superior mechanical properties. Moreover, the study recommended further research to prove the durability of the mix.
在过去的十年里,人们对普通混凝土(NC)的替代品进行了大量的研究,硫混凝土是一种很有前途的替代品,因为它可以作为粘合剂代替水泥和水的使用,形成一种更可持续的选择。本案例研究的目的是研究使用碳化石石灰废料作为骨料生产含硫混凝土的效果。为此,对配合比组分进行了表征,并对不同骨料配比的含硫混凝土的力学性能进行了评价。结果表明,填料的加入提高了混合料的性能,混合料表现出优异的力学性能。此外,该研究建议进一步研究以证明混合料的耐久性。
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引用次数: 0
Evaluation of Construction Materials Waste Disposal Methods using Multi Criteria Decision Analysis 基于多准则决策分析的建筑材料废弃物处理方法评价
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9734964
H. Gökçekuş, Nivin Ghaboun, B. Uzun, D. Ozsahin
Construction industry is the most important sector that contributes to the economic growth of a nation. However materials waste resulting from construction activities represents a threat to the ecological system and affects the sustainability of the construction industry negatively. Consequently a reliable waste disposal method should be selected to avoid any adverse environmental and human impacts. There are many methods to discard materials waste such as landfills, incineration, recycling, reuse and reduction. Each method has its own features, characteristics and effects on environment and human health in addition the selection of the appropriate method depends mainly on the nature of the waste. The common and preferred method by construction companies is landfills, but this method affects environment and human health harmfully. The aim of this study is to evaluate waste disposal methods in terms of energy consumption, risk of pollution, practicability, quantity of waste, cost efficiency, favorability, effectiveness, quality in managing waste and environmental effects. The evaluation was made using Fuzzy Promethee which is the most well-known tool of Multi criteria Decision Analysis (MCDA). The analysis ranked reduction of materials waste as the best alternative followed by reuse and recycling according to the weights and the majority of criterias specified while the incineration ranked as fifth and landfills was ranked as the last alternative, which is not preferred for the environmental health.
建筑业是一个国家经济增长最重要的部门。然而,建筑活动产生的材料浪费对生态系统构成了威胁,并对建筑业的可持续性产生了负面影响。因此,应该选择一种可靠的废物处理方法,以避免任何不利的环境和人类影响。废弃材料的方法有很多,如填埋、焚烧、回收、再利用和减量。每种方法都有自己的特点、特点和对环境和人类健康的影响,此外,选择适当的方法主要取决于废物的性质。垃圾填埋是建筑公司常用和首选的方法,但这种方法对环境和人体健康都有危害。本研究的目的是在能源消耗、污染风险、实用性、废物数量、成本效率、有利性、有效性、废物管理质量和环境影响方面评估废物处理方法。采用多准则决策分析(MCDA)中最著名的模糊Promethee工具进行评价。根据重量和规定的大多数标准,分析将减少材料废物列为最佳替代方案,其次是再利用和再循环,而焚烧排在第五位,填埋排在最后,这对环境健康不利。
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引用次数: 1
Joining of polymer-metal hybrid structures by fused deposition modelling 熔融沉积模拟聚合物-金属杂化结构的连接
Pub Date : 2022-02-21 DOI: 10.1109/ASET53988.2022.9734841
Aisha Alhmoudi, J. Sheikh-Ahmad, F. Almaskari, S. Bojanampati
In this study thermoplastic polymers ABS and PLA were deposited over Aluminum alloy 5052 by fused deposition modeling (FDM) technology in order to obtain polymer-metal hybrid structures. The effect of the printing bed temperature and the nozzle offset from the bed on the joint strength is studied. Tensile shear testing was conducted to characterize the strength of the joint. Both varied parameters showed potentials in enhancing the performance of the joint. Moreover, the impact of ABS warping on ABS-AL joint performance is discussed.
本研究采用熔融沉积建模(FDM)技术在5052铝合金表面沉积热塑性聚合物ABS和PLA,获得聚合物-金属杂化结构。研究了打印床温度和喷嘴距床的偏移量对接头强度的影响。进行了拉伸剪切试验来表征接头的强度。这两种不同的参数都显示出增强关节性能的潜力。讨论了ABS翘曲对ABS- al接头性能的影响。
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引用次数: 6
期刊
2022 Advances in Science and Engineering Technology International Conferences (ASET)
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