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Exploring the structural behavior of recycled aggregates concrete pipe under dynamic loads through experimental and numerical investigation 通过试验和数值研究,探讨了再生骨料混凝土管道在动荷载作用下的结构性能
Pub Date : 2023-05-22 DOI: 10.21533/pen.v11i3.3610
Shaymaa Abdelghany Mohamed, Mahdisabber Whaib, Marawan Mohammed Hamid, Mohammed Elwi, Wameedh Ghassan Abdul-Hussein
The most used material in construction is concrete. This study aimed to investigate the impact of recycled aggregate on compressive and tensile strength in concrete. To address the issue of accumulating tons of recycled aggregates, a new method was developed using chemical additive fractions to convert these aggregates into valuable products. The overconsumption of materials is a significant problem that leads to route overflow, pollution, and road fragmentation. The mechanical properties of corroded concrete pipes were also examined through a series of tests and the development of an ABAQUS-based 3D finite element model. It was discovered that the inside of the pipe wall was more vulnerable to damage than the outside, with corroded areas experiencing large stresses and strains. As corrosion depth increased, so did maximum principal stress and hoop strain in the affected region. Fear increased rapidly at first (0-10°), then decreased rapidly (10-45°), before gradually decreasing with increasing erosion latitude (45-180°). Additionally, both circumferential strain and maximum principal stress increased rapidly with greater depth of coverage or increasing moving loads.
建筑中使用最多的材料是混凝土。本研究旨在探讨再生骨料对混凝土抗压和抗拉强度的影响。为了解决回收骨料堆积成吨的问题,开发了一种使用化学添加剂馏分将这些骨料转化为有价值产品的新方法。材料的过度消耗是导致路线溢出、污染和道路破碎的一个重要问题。通过一系列试验和基于abaqus的三维有限元模型的开发,研究了腐蚀混凝土管道的力学性能。研究发现,管壁内部比外部更容易受到破坏,腐蚀区域承受着较大的应力和应变。随着腐蚀深度的增加,腐蚀区域的最大主应力和环向应变也随之增加。恐惧度在初始阶段(0-10°)迅速上升,随后迅速下降(10-45°),然后随着侵蚀纬度的增加(45-180°)逐渐下降。此外,周向应变和最大主应力都随着覆盖深度的增加或移动载荷的增加而迅速增加。
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引用次数: 0
Enhancing quality of service in IoT through deep learning techniques 通过深度学习技术提高物联网服务质量
Pub Date : 2023-05-10 DOI: 10.21533/pen.v11i3.3577
Adil M. Salman, Haider Rasheed Abdulshaheed, Zinah S. Jabbar, Ahmed Dheyaa Radhi, Poh Soon JosephNg
When evaluating an Internet of Things (IoT) platform, it is crucial to consider the quality of service (QoS) as a key criterion. With critical devices relying on IoT technology for both personal and business use, ensuring its security is paramount. However, the vast amount of data generated by IoT devices makes it challenging to manage QoS using conventional techniques, particularly when attempting to extract valuable characteristics from the data. To address this issue, we propose a dynamic-progressive deep reinforcement learning (DPDRL) technique to enhance QoS in IoT. Our approach involves collecting and preprocessing data samples before storing them in the IoT cloud and monitoring user access. We evaluate our framework using metrics such as packet loss, throughput, processing delay, and overall system data rate. Our results show that our developed framework achieved a maximum throughput of 94%, indicating its effectiveness in improving QoS. We believe that our deep learning optimization approach can be further utilized in the future to enhance QoS in IoT platforms.
在评估物联网(IoT)平台时,将服务质量(QoS)作为关键标准至关重要。随着个人和商业用途的关键设备依赖物联网技术,确保其安全性至关重要。然而,物联网设备产生的大量数据使得使用传统技术管理QoS具有挑战性,特别是当试图从数据中提取有价值的特征时。为了解决这个问题,我们提出了一种动态渐进式深度强化学习(DPDRL)技术来增强物联网中的QoS。我们的方法包括收集和预处理数据样本,然后将其存储在物联网云中并监控用户访问。我们使用诸如丢包、吞吐量、处理延迟和整体系统数据速率等指标来评估我们的框架。我们的结果表明,我们开发的框架实现了94%的最大吞吐量,表明它在提高QoS方面的有效性。我们相信,我们的深度学习优化方法可以在未来进一步利用,以提高物联网平台的QoS。
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引用次数: 0
Development of a monitoring system for COVID-19 monitoring in early stages 建立监测系统,用于COVID-19早期监测
Pub Date : 2023-03-06 DOI: 10.21533/pen.v11i2.3171
Arly Dario Rincón-Quintero, Jessica Gissela Maradey Lázaro, J. C. Romero Garnica, D. O. Segura Caballero, Camilo Leonardo Sandoval Rodríguez
Covid-19 is considered the most infectious virus today. Likewise, the struggle to mitigate the effects of the variants, the flexibility in some measures such as the use of face masks, the advancement of vaccination and prevention and self-care campaigns continue to be topics of research and of global interest. The world health authorities published that the disease was characterized by presenting the same symptoms as the flu along with a complex picture where in the most serious cases they lead to difficulty breathing due to pneumonia, sepsis and septic shock that can lead to death. Some systems implemented for taking body temperature such as thermographic cameras, digital thermometers, for the description of symptoms in the people they analyze at the time of carrying out the epidemiological fences are not enough, since they handle low precision, are taken in isolation, individually or randomly and is not suitable for characterizing interest groups. Then, establishing risk levels by measuring non-invasive variables can be considered inputs into prevention campaigns and a low-cost way of monitoring the community. This article shows the design of a non-invasive embedded device for the measurement of 5 priority variables for the detection of the risk of covid-19 infection. The proposed device was duly calibrated and synchronized for the acquisition of data from 594 people in the city of Bucaramanga, Colombia, who authorize the monitoring of the symptoms. The people must be in a state of rest to be able to acquire the data with great accuracy, in this way the data is entered into the system in charge of doing the monitoring analysis. Additionally, the implementation of an interface that allows the visualization of results, laying the foundations for the development of automatic learning techniques or models for the risk classification in future work.
Covid-19被认为是当今最具传染性的病毒。同样,减轻变异影响的努力、使用口罩等某些措施的灵活性、推进疫苗接种和预防以及自我保健运动继续是研究和全球关注的主题。世界卫生当局发表说,这种疾病的特点是表现出与流感相同的症状,但情况复杂,最严重的情况是由于肺炎、败血症和感染性休克而导致呼吸困难,从而导致死亡。一些用于测量体温的系统,如热像仪、数字温度计,用于描述在开展流行病学围栏时所分析的人的症状,是不够的,因为它们处理精度低,是孤立的、单独的或随机的,不适合描述利益集团的特征。然后,通过测量非侵入性变量来确定风险水平可以被视为预防运动的投入和监测社区的低成本方法。本文展示了一种非侵入式嵌入式设备的设计,用于测量检测covid-19感染风险的5个优先变量。拟议的设备经过适当校准和同步,以获取哥伦比亚布卡拉曼加市594人的数据,这些人授权监测症状。人们必须处于休息状态才能非常准确地获取数据,这样数据就被输入到负责进行监测分析的系统中。此外,实现了一个允许结果可视化的接口,为未来工作中风险分类的自动学习技术或模型的开发奠定了基础。
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引用次数: 0
Strategic ambidexterity and its role in achieving contemporary initiatives: an exploratory study of opinions of a sample of managers of travel and tourism companies in holy governorate of Kerbala-Iraq 战略双重性及其在实现当代倡议中的作用:对神圣的克尔巴拉-伊拉克省旅游和旅游公司经理样本意见的探索性研究
Pub Date : 2023-03-03 DOI: 10.21533/pen.v11i2.3451
Ahmed Hussein Ahmed, Ahmed Abdullah Amanah, Suadad Ali Abed Alabbas
The research aim to explore influential role of strategic ambidexterity through its two contradictory dimensions (exploration and exploitation) as two strategies that contemporary organizations can adopt in light of achieving contemporary initiatives required by current environment, especially tourism sector in Iraq after the paralysis it suffered as a result of spread of Corona virus and impact of repercussions of this pandemic on various Both industrial and service sectors, as researchers targeted tourism companies in Karbala governorate, which are characterized by attracting tourists to various visitors for religious tourism and in return, it is a port for their roaming to other cities and countries through tourism companies that need to keep pace with surrounding environment of developments and changes based on adoption of the two strategies of ambidexterity in Facing those changes and responding to them, as well as their readiness for rapid developments in this sector, as the questionnaire was adopted as a main tool for collecting data on this study by presenting it to the executive directors of those companies with (40) respondents, and after conducting necessary statistical tests using SPSS program, it was found that there are a strong positive and significant correlation between study variables, as well as a significant effect For strategic ambidexterity across its two dimensions in achieving and promoting contemporary initiatives at corporate level, the study community
该研究的目的是通过其两个相互矛盾的方面(探索和开发),探讨战略双重性的影响作用,作为当代组织可以采用的两种战略,以实现当前环境所要求的当代举措,特别是伊拉克的旅游部门,由于冠状病毒的传播而遭受瘫痪,以及这一流行病对各个工业和服务部门的影响。作为研究人员针对旅游公司在卡尔巴拉省,其特点是吸引游客到各种游客的宗教旅游,作为回报,它是一个港口,他们漫游到其他城市和国家,通过旅游公司需要跟上周围的发展和变化的环境,基于采用两种策略的双重性面对这些变化和响应他们。以及他们对该领域快速发展的准备,因为问卷被采用作为收集本研究数据的主要工具,通过将其呈现给那些有(40)名受访者的公司的执行董事,并使用SPSS程序进行必要的统计检验后,发现研究变量之间存在很强的正相关和显著相关。以及在实现和促进公司层面的当代计划的两个维度上的战略双重性的显著影响,研究社区
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引用次数: 0
Development prediction algorithm of vehicle travel time based traffic data 发展基于交通数据的车辆行驶时间预测算法
Pub Date : 2023-02-28 DOI: 10.21533/pen.v11i1.3447
Muna Hadi Saleh, Ahmed Nafea Ayesh, P. Sathyaprakash
This work bases on encouraging a generous and conceivable estimation for modified an algorithm for vehicle travel times on a highway from the eliminated traffic information using set aside camera image groupings. The strategy for the assessment of vehicle travel times relies upon the distinctive verification of traffic state. The particular vehicle velocities are gotten from acknowledged vehicle positions in two persistent images by working out the distance covered all through elapsed past time doing mollification between the removed traffic flow data and cultivating a plan to unequivocally predict vehicle travel times. Erbil road data base is used to recognize road locales around road segments which are projected into the commended camera images and later distinguished vehicles are assigned to the looking at route segment so instantaneous and current velocities are calculated. All data were effectively processed and visualized using both MATLAB and Python programming language and its libraries.
这项工作的基础是鼓励对改进的高速公路上车辆行驶时间的算法进行慷慨和可想象的估计,这些算法使用留出的相机图像分组从消除的交通信息中提取车辆行驶时间。车辆行驶时间的评估策略依赖于对交通状态的独特验证。通过计算经过过去时间所覆盖的距离,在移除的交通流数据之间进行平滑处理,并培养一个明确预测车辆行驶时间的计划,从两个持久图像中确认的车辆位置获得特定的车辆速度。埃尔比勒道路数据库用于识别道路段周围的道路位置,这些道路位置被投射到推荐的摄像机图像中,然后将不同的车辆分配到查看路线段,从而计算瞬时和当前速度。使用MATLAB和Python编程语言及其库对所有数据进行了有效的处理和可视化。
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引用次数: 0
Analysis of a piezoelectric energy harvester system from footsteps of passersby 基于行人脚步声的压电能量收集系统分析
Pub Date : 2023-02-16 DOI: 10.21533/pen.v11i1.3179
Camilo Leonardo Sandoval Rodriguez, Carlos Andres Angulo Julio, Arly Dario Rincón Quintero, Omar Lengerke, Nilson Yulian Castillo Leon
Piezoelectric materials can be used in applications designed to handle a wide range of input frequencies and forces to enable energy harvesting. Although several studies have been carried out on piezoelectric energy harvesting systems, this application is still under development. The purpose of this work is to analyze the behavior and the ability to generate electrical energy through the elements in piezoelectric tiles or platforms, specifically, piezoelectric disc elements with a diameter of 27 mm. To do this, a platform of about 130 x 75 cm was designed to capture the footsteps of people and transmit the impact force to sensors to determine the power generation capacity of the piezoelectric elements. Tests were carried out with people weighing between 75 kg and 85 kg and the measurements obtained made possible to identify the behavior of the system and to develop a mathematical model to estimate the energy generated through the platform. The piezoelectric elements used here proved to be fragile despite the different types of shock absorbers used to avoid their rupture. Therefore, it is recommended to delve into the design of protection mechanisms to extend the life of piezoelectric elements in energy collection systems.
压电材料可用于处理大范围输入频率和力的应用,以实现能量收集。虽然已经对压电能量收集系统进行了一些研究,但这种应用仍在发展中。这项工作的目的是分析通过压电片或平台中的元件,特别是直径为27毫米的压电盘元件产生电能的行为和能力。为此,设计了一个约130 x 75厘米的平台来捕捉人们的脚步,并将冲击力传递给传感器,以确定压电元件的发电能力。对体重在75公斤至85公斤之间的人进行了测试,所获得的测量结果可以确定系统的行为,并建立一个数学模型来估计通过平台产生的能量。尽管使用了不同类型的减震器来避免其破裂,但这里使用的压电元件被证明是脆弱的。因此,建议深入研究保护机构的设计,以延长能量收集系统中压电元件的寿命。
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引用次数: 1
Solving multi-objective supply chain management using non-dominated sorting genetic algorithm 用非支配排序遗传算法求解多目标供应链管理
Pub Date : 2023-01-23 DOI: 10.21533/pen.v10i6.3393
Batool Atiyah Khalaf
Focusing on production processes is the decisive factor in managing an efficient supply chain that leads to the company's success. The objective constraints in the model include all the goals the company seeks to achieve and the level to achieve for each. In addition to clarifying the contribution of each decision variable in achieving the specified levels of the different goals, The conclusions reached are the results that prove the possibility of solving a problem. Applying the mathematical model according to the demand for parts (derived from the demand for the final product) contributed significantly to saving the stock of raw materials, as (100) refers to the quantity that is kept as a regular stock for the first week and varies from one week to another according to the change in demand. As a result of reducing the stock of materials, the costs associated with it will decrease, and the difference can be seen in the total costs of storing raw materials and semi-manufactured parts, which is estimated at (47929.1) Iraqi dinars) for the storage of materials and parts for all weeks, according to the planning periods established by the company. By applying the genetic algorithm, the total storage costs were calculated, and it was (13024.8) Iraqi dinars, which is the most critical indicator of success in improving the supply chain performance.
专注于生产过程是管理高效供应链的决定性因素,从而导致公司的成功。模型中的目标约束包括公司寻求实现的所有目标以及每个目标要实现的水平。除了阐明每个决策变量在实现不同目标的指定水平中的贡献之外,得出的结论是证明解决问题的可能性的结果。根据零件的需求(从最终产品的需求推导而来)应用数学模型对节省原材料库存有很大的帮助,因为(100)是指第一周作为常规库存的数量,并根据需求的变化而在一周内变化。由于材料库存的减少,与之相关的费用将会减少,根据公司制定的计划期限,储存原材料和半成品零件的总费用估计为(47929.1)伊拉克第纳尔(伊拉克第纳尔)。应用遗传算法,计算总存储成本为(13024.8)伊拉克第纳尔,这是成功改善供应链绩效的最关键指标。
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Periodicals of Engineering and Natural Sciences (PEN)
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