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The Financial Crisis Affecting the Construction Sector 影响建筑行业的金融危机
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.07
Zainab A. Mahdi, I. Muhsin
Today's world is witnessing continuous development, particularly in the construction sector, which is meeting the rising population and their need for essential facilities; this is one of the reasons why construction is witnessing such development. Different crises significantly affect this sector, including the financial crisis in different countries. This paper identifies the financial crises, their categories, and the reasons for appearing them.  Inflation, currency exchange fluctuations, and the drop in global oil prices are the most important reasons for the emergence of external financial crises, especially in Iraq, which considers oil an important economic resource for its budget. The unexpected global financial events led to an economic collapse that affected the construction sector. Many large projects in Iraq have been put on hold as a result of these conditions due to the country's lack of resources to address these crises. This paper aims to study and identify potential crises and potential responses and mitigation strategies for each crisis stage.
当今世界正在见证着不断的发展,尤其是建筑业,它正在满足不断增长的人口及其对基本设施的需求;这也是建筑业见证这种发展的原因之一。不同的危机严重影响着这一行业,包括不同国家的金融危机。本文指出了金融危机、其类别以及出现危机的原因。 通货膨胀、汇率波动和全球石油价格下跌是出现外部金融危机的最重要原因,尤其是在伊拉克,因为伊拉克认为石油是其预算的重要经济资源。突如其来的全球金融事件导致经济崩溃,影响到建筑行业。由于伊拉克缺乏应对这些危机的资源,许多大型项目在这些情况下被搁置。本文旨在研究和确定潜在危机以及每个危机阶段的潜在应对措施和缓解战略。
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引用次数: 0
IoT-Based Low-Cost Smart Health Monitoring System using Raspberry Pi Pico W and Blynk Application 使用 Raspberry Pi Pico W 和 Blynk 应用程序的基于物联网的低成本智能健康监测系统
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.06
Hala Jassim Mohammed
في السنوات الأخيرة، أدى التقدم التكنولوجي في إنترنت الأشياء (IoT) وأجهزة الاستشعار الذكية إلى فتح اتجاهات جديدة وإعطاء حلول عملية في مختلف قطاعات الحياة. يتم التعرف على إنترنت الأشياء كتنولوجيا حديثة تربط بين مختلف انواع الشبكات. تم تحسين أنواع مختلفة من قطاعات الرعاية الصحية في المجال الطبي بناءً على هذه التكنولوجيا. أحد هذه القطاعات الهامة هو نظام مراقبة الصحة (HMS). تعتبر مراقبة المريض عن بعد لاسلكيًا وبتكلفة منخفضة أمرًا بالغ الأهمية في هذا المجال. في هذا العمل، تم اقتراح نظام مراقبة صحة المريض في الوقت الحقيقي وبتكلفة منخفضة. يتم دمج أنواع مختلفة من أجهزة الاستشعار في شبكة اتصالات لاسلكية لجمع الإشارات الفسيولوجية للمريض عن بعد وإرسالها إلى المختص في أسرع وقت ممكن. يتكون االنظام المقترح من عدد من أجهزة الاستشعار الذكية التي تقيس معلمات مختلفة وهي: عدد نبضات القلب بالدقيقة، درجة حرارة الجسم، وSPO2 (تشبع الأكسجين). تُستخدم هذه الحساسات لحساب معدل ضربات قلب المريض ودرجة حرارة الجسم ونسبة تشبع الأكسجين للمريض على التوالي. يتم عرض حالة المريض اما على شاشة OLED اوباستخدام تطبيق Blynk. في هذا النظام نستخدم لوحة Raspberry Pi Pico W كوحدة تحكم دقيقة مع مفهوم الحوسبة السحابية. بحيث يتم استخدام لوحة Raspberry Pi Pico W لنقل البيانات لاسلكيًا على تقنية إنترنت الأشياء باستخدام تطبيق Blynk. يتم نقل المعلمات الحيوية للمريض عن بعد عبر شبكة Wi-Fi مما يساعد في مراقبة المعلومات الصحية للمرضى لاسلكيًا وفي الوقت الحقيقي. من خلال النتائج التي تم الحصول عليها وجد ان البيانات التي تم الحصول عليها من المريض يتم نقلها بسرعة كبيرة ويمكننا فحص العديد من المرضى عن بعد من خلال الحفاظ على مسافة مناسبة مع المرضى. تم مقارنة النظام المقترح مع الانظمة الموجودة عن طريق قياس العلامات الحيوية لعدد من الأشخاص وأظهرت النتائج أن البيانات التي تم الحصول عليها من الأشخاص متقاربة جدا. علاوة على ذلك، فقد وجد أن النظام المقترح ذو تكلفة منخفضة مقارنة بالأجهزة الأخرى المتوفرة تجاريا.
近年来,物联网(IoT)和智能传感器的技术进步为各行各业的生活开辟了新的方向,提供了实用的解决方案。物联网是公认的连接各类网络的现代技术。基于这项技术,医疗领域中不同类型的保健部门都得到了优化。其中一个重要领域就是健康监测系统(HMS)。无线和低成本的远程病人监测在这一领域至关重要。在这项工作中,提出了一种实时、低成本的病人健康监测系统。不同类型的传感器被集成到一个无线通信网络中,以远程收集病人的生理信号,并尽快将其发送给专科医生。拟议的系统由多个智能传感器组成,可测量不同的参数,即每分钟心率、体温和 SPO2(血氧饱和度)。这些传感器分别用于计算病人的心率、体温和血氧饱和度。病人的状态可通过 OLED 屏幕或 Blynk 应用程序显示。在本系统中,我们使用 Raspberry Pi Pico W 板作为微控制器,并采用了云计算的概念。树莓派 Pico W 板用于使用 Blynk 应用程序在物联网上无线传输数据。病人的生命参数通过 Wi-Fi 进行远程传输,这有助于以无线方式实时监测病人的健康信息。从获得的结果来看,从病人那里获得的数据传输非常快,我们可以通过与病人保持适当的距离来远程检查许多病人。通过测量一些人的生命体征,将拟议系统与现有系统进行了比较,结果显示,从这些人那里获得的数据非常接近。此外,与其他市售设备相比,拟议的系统成本较低。
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引用次数: 0
Urban Metabolism of Energy Consumption in Cities 城市能源消耗的新陈代谢
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.10
Husam Ahmed Al-Shiblawi, S. Laffta
جاءت فكرة البحث من اهمية موضوع استهلاك الطاقة في المدن حيث تواجه مدن العالم بشكل عام والمدن العراقية بشكل خاص تحديات بيئية كبيرة من تصاعد نسبة الانبعاثات الكربونية مما يستوجب ايجاد الحلول اللازمة من خلال فهم عملية مدخلات ومخرجات المدينة المتمثلة بعملية الايض الحضري والغازات الدفيئة وانواع مصادر الطاقة وقياس بصمة الطاقة لمنطقة الدراسة وعلاقة استعمالات الارض في استهلاك الطاقة وتوصل البحث الى عرض النتائج التي تعطي مؤشر الى زيادة مستمرة في استهلاك الطاقة في المدن العراقية وتباين بين استعمالات الارض المختلفة من حيث استهلاك الطاقة والموارد ويفرض البحث ان اعتماد استراتيجيات تخطيطة مستدامة يمكن ان تقلل من ذلك الاستهلاك وبالتالي تقلل من بصمة الطاقة والانبعاثات الكربونية.
这项研究的想法来自于城市能源消耗这一主题的重要性,全世界的城市,特别是伊 拉克城市,都面临着碳排放升级所带来的巨大环境挑战,这就需要通过了解城市新陈代谢 和温室气体过程中所代表的城市输入和输出过程、能源类型、测量研究区域的能源足迹以 及能源消耗中土地利用之间的关系,找到必要的解决方案。
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引用次数: 0
Effect of Rubber Scrap Tire Pads on the Behavior of Partially Connected Pile Raft Foundation System Subjected to Dynamic Loading 橡胶废轮胎垫对承受动荷载的部分连接桩筏地基系统行为的影响
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.02
Karrar A. Jawad, Alaa D. Salman
A partially tied piled foundation raft where both horizontal and vertical movements will be tamed. Interfacing RSTP changes are in structural dynamics and the way the forces are distributed. Nevertheless, the overall seismic behavior of this type of foundation in medium dry sand soil links to the pile raft foundation system with partial structural connection has not been studied adequately. To fill this gap we experimentally tested ten pile and group pile layouts in the laboratory in order to explore the interaction of the cushion layer with piles at different spacing. These tests concern the displacement mechanism of the raft foundation and the stressing change of the RSTP layers that occur during earthquakes. The results showed that using RSTP layers helps to minimize the variations in displacement between patterns with connected piles and those with disconnected piles when subjected to shaking loads. The pattern 1DR6cm showed a high settlement reduction ratio compared with 1DR2cm. Pattern 2C2D appeared less reduction in the vertical displacement. More significant displacements and rotating behavior anticipate lateral shaking due to reduce the number of connected piles for pattern 1C4D compare with pattern 4C1D. The pattern 3C6DHR2cm decreased the vertical displacement by 48.4% using one layer of RSTP. Using three layers of RSTP contributes to reducing the displacement by 36.4%. The number of the piles in a connection condition with the piled raft and the cushion thickness belongings on the strain deformation values. 
部分绑扎的桩基筏板,其水平和垂直运动都将受到控制。与 RSTP 相结合会改变结构动力学和力的分布方式。然而,对于这种在中干砂土中与部分结构连接的桩筏基础系统相连接的地基的整体抗震性能,还没有进行充分的研究。为了填补这一空白,我们在实验室中对十种桩和群桩布局进行了实验测试,以探索不同间距的缓冲层与桩的相互作用。这些测试涉及筏基的位移机制和地震时 RSTP 层的应力变化。结果表明,使用 RSTP 缓冲层有助于最大限度地减小相连桩基和不相连桩基在地震荷载作用下的位移变化。与 1DR2cm 相比,1DR6cm 模式的沉降减少率较高。图案 2C2D 的垂直位移减少较少。与方案 4C1D 相比,方案 1C4D 由于减少了连接桩的数量,在横向晃动时产生了更大的位移和旋转。3C6DHR2cm 模式使用一层 RSTP,垂直位移减少了 48.4%。使用三层 RSTP 可使位移减少 36.4%。与桩筏连接的桩数和垫层厚度对应变变形值有影响。
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引用次数: 0
Compliance of Haditha Dam in Iraq to the International Standards for Surveillance and Monitoring 伊拉克哈迪萨大坝是否符合国际监督和监测标准
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.03
Alyaa Jumaah Hadi, Thamer Ahmed Mohammed
Dams are mega structures that retain huge volumes of water and their safety is important to national security, economy, and public interest. In this study, the types of regular measurements with their recorded value for Haditha Dam were checked for compliance with the standard international surveillance and monitoring procedures such as the procedures of the International Commission on Large Dams (ICOLD), the United States Bureau of Reclamation (USBR)and other to ensure safe dam operation and to avoid the scenario of the Derna Dam break, in Libya that occurred in September 2023. The result shows that the highest recorded settlement was found at station 41 on the left side of the dam body exceeding the design criteria (219 mm) by about 51 %, the frequency of measurement does not comply with the required international standards. There are 7 cells of pore pressure that exceeded the design criteria and the greatest percentage of exceedance was 21.57 % was found at pore pressure number 995. For piezometer reading, the percentage exceedance was 9.1% and it was found on the left side at piezometers number 58-8. The highest percentage of movement 62 % was found at join meter device number D18. The recorded seepage rate through the dam was found within the permitted limits. The visual inspection followed at Haditha Dam was not according to the standard required inspection.
大坝是蓄水量巨大的巨型建筑,其安全对国家安全、经济和公众利益都非常重要。在这项研究中,对哈迪萨大坝的定期测量类型及其记录值进行了检查,以确保其符合国际监督和监测标准程序,如国际大型水坝委员会(ICOLD)、美国垦务局(USBR)和其他机构的程序,从而确保大坝的安全运行,避免出现 2023 年 9 月在利比亚发生的德尔纳大坝决堤事件。结果显示,坝体左侧第 41 站的沉降记录最高,超过设计标准(219 毫米)约 51%,测量频率不符合规定的国际标准。有 7 个孔隙压力单元超过了设计标准,最大的超标百分比为 21.57%,出现在孔隙压力编号 995 处。压强计读数的超标百分比为 9.1%,位于 58-8 号压强计的左侧。最高的移动百分比为 62%,出现在 D18 号连接计装置处。大坝的记录渗流率在允许范围内。哈迪塔大坝的目视检查不符合标准要求。
{"title":"Compliance of Haditha Dam in Iraq to the International Standards for Surveillance and Monitoring","authors":"Alyaa Jumaah Hadi, Thamer Ahmed Mohammed","doi":"10.31026/j.eng.2024.07.03","DOIUrl":"https://doi.org/10.31026/j.eng.2024.07.03","url":null,"abstract":"Dams are mega structures that retain huge volumes of water and their safety is important to national security, economy, and public interest. In this study, the types of regular measurements with their recorded value for Haditha Dam were checked for compliance with the standard international surveillance and monitoring procedures such as the procedures of the International Commission on Large Dams (ICOLD), the United States Bureau of Reclamation (USBR)and other to ensure safe dam operation and to avoid the scenario of the Derna Dam break, in Libya that occurred in September 2023. The result shows that the highest recorded settlement was found at station 41 on the left side of the dam body exceeding the design criteria (219 mm) by about 51 %, the frequency of measurement does not comply with the required international standards. There are 7 cells of pore pressure that exceeded the design criteria and the greatest percentage of exceedance was 21.57 % was found at pore pressure number 995. For piezometer reading, the percentage exceedance was 9.1% and it was found on the left side at piezometers number 58-8. The highest percentage of movement 62 % was found at join meter device number D18. The recorded seepage rate through the dam was found within the permitted limits. The visual inspection followed at Haditha Dam was not according to the standard required inspection.","PeriodicalId":15716,"journal":{"name":"Journal of Engineering","volume":null,"pages":null},"PeriodicalIF":1.7,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141693912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modelling Technical Capacity of Industrial Machines Suppliers’ Selection Post Engineering and Economic Considerations 工业机器技术能力建模 供应商选择后的工程和经济考虑因素
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.01
Basil Akinnuli, Micheal Adeyeri, Ayodeji Aninkan
After considering engineering, economics, and supply due-date strategic decisions as the death knell for the selection of industrial machinery suppliers, the technical capability of the suppliers is one of the strategic decisions for consideration. To achieve this, necessary attributes of this strategic decision were identified in this study. These attributes include the quality of mechanics used, quality of staff used, level of research work done, level of quality control, and quality of companies patronizing the vendor. They were modelled and integrated (logic) for decision-making and then evaluated using a case study of procuring a Cocoa Liquor Press for extracting butter from the cocoa liquor using three vendors V1, V2, and V3 that passed the three strategic decision death knells. The overall performance indices of all three vendors as per their strength on the considered strategic decision (technical quality of the supplier) are 1.71, 1.66, and 1.63 which are 43.2%, 33.25%, and 32.6% respectively by percentage. While their weaknesses are 3.28, 3.34, and 3.37 which are 65.6%, 66.8%, and 67.2%. Vendor one (V1) having a performance index of 1.71 strength and 3.28 weakness (43.2% strength and 65.8% weakness) post engineering and economic consideration death-knell was found to be best suitable and was selected.
在考虑到工程、经济和供应到期战略决策是选择工业机械供应商的致命因素之后,供应商的技术能力是需要考虑的战略决策之一。为此,本研究确定了这一战略决策的必要属性。这些属性包括所用机械的质量、所用员工的质量、所做研究工作的水平、质量控制水平以及光顾供应商的公司的质量。我们对这些属性进行了建模和整合(逻辑),以便进行决策,然后通过一个案例研究对这些属性进行了评估,该案例涉及使用 V1、V2 和 V3 三家供应商采购可可液压榨机,用于从可可液中提取黄油。三家供应商在所考虑的战略决策(供应商的技术质量)方面的综合绩效指数分别为 1.71、1.66 和 1.63,按百分比计算分别为 43.2%、33.25% 和 32.6%。而它们的弱点分别为 3.28、3.34 和 3.37,占 65.6%、66.8% 和 67.2%。经过工程和经济方面的考虑,供应商一(V1)的性能指数为 1.71(优势为 43.2%,劣势为 65.8%),是最合适的,因此被选中。
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引用次数: 0
Design and Implementation of a Microstrip Six-Port Reflectometer (SPR) with Enhanced Bandwidth 带宽增强型微带六端口反射仪 (SPR) 的设计与实现
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.08
Nadine Adnan Shaaban, G. Jawad
A compact microstrip six-port reflectometer (SPR) with extended bandwidth is proposed in this paper. The design is based on using 16-dB multi-section coupled line directional couplers and a multi-section 3-dB Wilkinson power divider operating from 1 to 6 GHz. The proposed SPR employs only two calibration standards: a matched load and an open load. As compared to other dielectric substrates, fabricating the proposed SPR involves using a low-cost (FR4) substrate. A novel algorithm is also proposed to estimate the complex reflection coefficient over the frequency ranges at which the standard performance of the circuit components is not fully satisfied. The new algorithm is based on the circles’ intersection points, which have been derived from basic SPR equations, to estimate the complex reflection coefficient. To validate the SPR performance, a multiband microstrip patch antenna has been measured and the resulted reflection coefficient is compared with those obtained using a vector network analyzer (VNA). Results show that the proposed SPR provides a good estimation of the complex reflection coefficient within the frequency range of 1 GHz to 8 GHz. Owing to its compact size and ease of fabrication, the proposed reflectometer is suitable for various microwave broadband applications.
本文提出了一种具有扩展带宽的紧凑型微带六端口反射仪(SPR)。设计基于 16 分贝多节耦合线定向耦合器和多节 3 分贝威尔金森功率分压器,工作频率为 1 至 6 GHz。所提出的 SPR 仅采用两种校准标准:匹配负载和开放负载。与其他电介质基板相比,使用低成本(FR4)基板就能制造出拟议的 SPR。此外,还提出了一种新算法,用于估算电路元件标准性能无法完全满足的频率范围内的复反射系数。新算法基于从基本 SPR 方程推导出的圆交点来估算复反射系数。为了验证 SPR 的性能,对一个多频带微带贴片天线进行了测量,并将测量结果与使用矢量网络分析仪(VNA)获得的反射系数进行了比较。结果表明,在 1 GHz 至 8 GHz 的频率范围内,所提出的 SPR 能很好地估计复反射系数。由于体积小巧、易于制造,拟议的反射仪适用于各种微波宽带应用。
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引用次数: 0
Analysis the Reliability of Travel Time in Urban Corridors in Baghdad City 巴格达市城市走廊旅行时间可靠性分析
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.12
Shaymaa Hasan Taher, Z. Alkaissi
Travel-time reliability is a crucial performance measure for transportation systems. This research aims to estimate travel time and predict delay time on three routes in Baghdad city using GPS devices: Safi Al-Den Street, Palestine Street, and the Army Channel Expressway. The study was conducted northward from 7:00 a.m. to 9:00 p.m. Reliability indices for the first and second routes with signalized intersections, including buffer index, travel time index, and 95th percentile travel time, were determined. Safi Al-Den Street's buffer time index for links 1 to 3 is approximately 44.75%, 39.87%, and 39.12%, respectively. The highest travel time index value is observed in link 3 at 8.9%. Link 1 has the longest 95% travel time at 659 seconds. Palestine Street shows a high buffer time index in links 1 and 3 at around 32.39% and 24.65%, respectively. The highest travel time index is in link 3 at 6.84%, attributed to congestion from increased educational, medical, and commercial trips. The longest 95% travel time is 430 seconds in link 7. This study offers valuable insights into the reliability of travel time in urban corridors in Baghdad city, aiding transportation planners and engineers in making informed decisions on traffic management, infrastructure development, and policy-making.
旅行时间可靠性是衡量交通系统性能的一个重要指标。本研究旨在利用 GPS 设备估算巴格达市内三条路线的旅行时间并预测延迟时间:Safi Al-Den 街、巴勒斯坦街和军队通道高速公路。研究从早上 7:00 至晚上 9:00 向北进行。研究确定了第一条和第二条有信号灯路口的路线的可靠性指数,包括缓冲指数、旅行时间指数和第 95 百分位数旅行时间。Safi Al-Den 街 1 至 3 号线路的缓冲时间指数分别约为 44.75%、39.87% 和 39.12%。旅行时间指数值最高的是 3 号连接线,为 8.9%。1 号连接线的 95% 行车时间最长,为 659 秒。巴勒斯坦街在 1 号和 3 号连接线的缓冲时间指数较高,分别约为 32.39% 和 24.65%。第 3 连接线的行车时间指数最高,为 6.84%,这是由于教育、医疗和商业出行增加造成的拥堵。第 7 号连接线的 95% 旅行时间最长,为 430 秒。这项研究为巴格达市城市走廊旅行时间的可靠性提供了宝贵的见解,有助于交通规划人员和工程师在交通管理、基础设施开发和政策制定方面做出明智的决策。
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引用次数: 0
Compressive Strength of Geopolymer Mortar Reinforced with Rice Husk Fibers 用稻壳纤维增强的土工聚合物砂浆的抗压强度
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.05
Sally Hashim Mohammed, N. Fawzi
Geopolymer concrete has been proposed to minimize carbon dioxide emissions related to the cement production industry. This environmentally friendly material consists of industry waste materials activated chemically by an activation solution. In this study, the geopolymer mortar has been designed with 70% fly ash and 30% metakaolin. Hydroxide sodium in 14 molar concentrations blended with sodium silicate in a 2.5:1 ratio was used as the activation solution. Rice husk fibers were added as reinforcement in (1%, 1.5%, and 2%), and waste paper (paper pulp and paper ash) was added in (1%, 2%, and 5%) by volume of cementitious material. The geopolymer mortar samples underwent a curing process through exposure to a temperature of 60°C in an oven for 24 hours. The findings indicate that the samples reinforced with 2% rice husk fibers exhibited the most significant improvement in compressive strength, with 59% and 55% increases after 7 and 28 days of curing, respectively. In general, using waste paper and rice husk fibers significantly enhanced the compressive strength of geopolymer mortar. 
为最大限度地减少与水泥生产行业相关的二氧化碳排放,人们提出了土工聚合物混凝土。这种环保材料由工业废料经活化溶液化学活化而成。在这项研究中,土工聚合物砂浆的设计采用了 70% 的粉煤灰和 30% 的偏高岭土。活化液采用 14 摩尔浓度的氢氧化钠与硅酸钠按 2.5:1 的比例混合而成。按胶凝材料体积计,稻壳纤维的添加量分别为 1%、1.5% 和 2%,废纸(纸浆和纸灰)的添加量分别为 1%、2% 和 5%。土工聚合物砂浆样品在温度为 60°C 的烘箱中经过 24 小时的固化过程。研究结果表明,使用 2% 稻壳纤维增强的样品抗压强度提高最为显著,分别在固化 7 天和 28 天后提高了 59% 和 55%。总体而言,使用废纸和稻壳纤维能显著提高土工聚合物砂浆的抗压强度。
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引用次数: 0
Efficient Intrusion Detection Through the Fusion of AI Algorithms and Feature Selection Methods 通过融合人工智能算法和特征选择方法实现高效入侵检测
IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-07-01 DOI: 10.31026/j.eng.2024.07.11
Marwa Mohammad Obaid, M. Saleh
أبرزت حالات الاقتحام الأخيرة الحاجة إلى أنظمة الكشف عن اقتحام الشبكة في مقاومة هجمات الشبكة الأكثر تعقيدًا، مع نمو الاتصال بالإنترنت وحجم حركة المرور. كثيرا ما تستخدم أنظمة الكشف عن التسلل تقنيات مثل التعرف على الأنماط واستخراج البيانات لتحديد أنشطة الشبكة كالمعتاد أو الهجوم. نظام الكشف عن التسلل (IDS) هو تقنية نشطة للكشف عن التسلل تقوم تلقائيًا باكتشاف وتصنيف عمليات الاقتحام والاعتداء وانتهاكات السياسة الأمنية على مستوى الشبكة والمضيف. يشير بحثنا إلى أن طرق التعلم الآلي مثل Naiseve Bayes (NB) و K-Nearest Neighbor (KNN) و Decision Tree (DT) قد تعزز فعالية نظام الكشف عن التطفل. دقة الكشف والدقة F1-score والاستدعاء ووقت التنفيذ هي مؤشرات أداء تستخدم لقياس الفعالية. لزيادة كفاءة الكشف، والدقة، وتقليل وقت التنفيذ، تم تطبيق مناهج اختيار الميزات بما في ذلك ANOVA و Mutual Information (MI) و chi-squared (CH-2)، وكانت كل هذه الاستراتيجيات فعالة. عند استخدام ANOVA بنسبة 10٪ من الميزات، تحصل جميع المصنفين على أكبر نتيجة، بدقة 99.99٪ و DT في وقت 0.0089ms
随着互联网连接和流量的增长,最近发生的入侵事件凸显了网络入侵检测系统在抵御更复杂的网络攻击方面的必要性。入侵检测系统通常使用模式识别和数据挖掘等技术,将网络活动识别为正常或攻击。入侵检测系统(IDS)是一种主动入侵检测技术,可在网络和主机层面自动检测和分类入侵、攻击和违反安全策略的行为。我们的研究表明,Naiseve Bayes(NB)、K-Nearest Neighbour(KNN)和决策树(DT)等机器学习方法可以提高 IDS 的有效性。检测准确率、精确度、F1 分数、召回率和执行时间是用来衡量有效性的性能指标。为了提高检测效率、精确度并尽量缩短执行时间,我们采用了包括方差分析、互信息(MI)和卡方(CH-2)在内的特征选择方法,这些策略都很有效。当使用含 10%特征的方差分析时,所有分类器都获得了最大的结果,准确率达到 99.99%,DT 时间为 0.0089ms
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