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Forecasting of Engine Performance for Gasoline-Ethanol Blends using Machine Learning 使用机器学习预测汽油-乙醇混合燃料发动机性能
Q3 Engineering Pub Date : 2023-09-18 DOI: 10.5614/j.eng.technol.sci.2023.55.3.10
Shailesh Sonawane, Ravi Sekhar, Arundhati Warke, Sukrut Thipse, Chetan Varma
The incorporation of alternative fuels in the automotive domain has brought a new paradigm to tackle the environmental and energy crises. Therefore, it is of interest to test and forecast engine performance with blended fuels. This paper presents an experimental study on gasoline-ethanol blends to test and forecast engine behavior due to changes in the fuel. This study employed a machine learning (ML) technique called TOPSIS to forecast the performance of a slightly higher blend fuelled engine based on experimental data obtained from the same engine running on 0% ethanol blend (E0) and E10 fuels under full load conditions. The engine performance predictions of this ML model were validated for 15% ethanol blend (E15) and further used to predict the engine performance of 20% ethanol blend fuel. The prediction R2 score for the ML model was found to be greater than 0.95 and the MAPE range was 1% to 5% for all observed engine performance attributes. Thus, this paper presents the potential of TOPSIS methodology-based ML predictions on blended fuel engine performance to shorten the testing efforts of blended fuel engines. This methodology may help to faster incorporate higher blended fuels in the automotive sector.
替代燃料在汽车领域的应用为解决环境和能源危机提供了一个新的范例。因此,对混合燃料发动机的性能进行测试和预测具有重要意义。本文对汽油-乙醇混合燃料进行了试验研究,以测试和预测燃料变化对发动机性能的影响。本研究采用了一种名为TOPSIS的机器学习(ML)技术,根据同一台发动机在满载条件下使用0%乙醇混合物(E0)和E10燃料获得的实验数据,预测了稍高混合燃料发动机的性能。该ML模型对15%乙醇混合燃料(E15)的发动机性能预测进行了验证,并进一步用于预测20%乙醇混合燃料的发动机性能。ML模型的预测R2评分大于0.95,所有观察到的发动机性能属性的MAPE范围为1%至5%。因此,本文提出了基于TOPSIS方法的机器学习预测混合燃料发动机性能的潜力,以缩短混合燃料发动机的测试工作。这种方法可能有助于更快地将更高的混合燃料纳入汽车行业。
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引用次数: 0
Laboratory Investigation of Micronized Lomashell Powder Effects on Asphalt Binder and Mix Performance 微粉对沥青粘结剂及混合料性能影响的实验室研究
Q3 Engineering Pub Date : 2023-09-18 DOI: 10.5614/j.eng.technol.sci.2023.55.3.9
Alireza Roshan, Abbas Ghasemi
Lomashell, a mineral stone derived from oyster shells and skeletons, is widely available in Iran and across the globe. Typically used for livestock feed due to its high calcium content, its production generates a considerable amount of discarded fine grains. This research focused on incorporating micronized Lomashell as additive for asphalt pavement to enhance performance and environmental sustainability. The impact of this powder on the rheological and physical properties of two common asphalt binders was evaluated. Moisture resistance, rutting, and permanent deformation of Lomashell-enhanced asphalt mixtures were also examined. The results indicate significant improvements in rheological properties and dynamic shear rheometer parameters upon Lomashell addition. Moisture sensitivity was enhanced, as demonstrated by the indirect tensile strength test. Adding 7% of this material to the asphalt mixture enhanced indirect tensile strength by 12% compared to control. Furthermore, utilizing the Hamburg wheel-tracking device (HWTD), it was observed that inclusion of this powder enhanced resistance against permanent deformation, as evidenced by the rutting resistance index (RRD) values. Effective high-speed shear mixing is emphasized for binder modification, as revealed by scanning electron microscopy analysis. These findings highlight Lomashell’s positive influence on the overall performance and durability of the asphalt mixtures, reducing rutting and enhancing resistance against permanent deformation. Utilizing this powder as asphalt additive holds promise for improving functionality and addressing environmental concerns, contributing to sustainable infrastructure development.
Lomashell是一种从牡蛎壳和骨骼中提取的矿物,在伊朗和世界各地都很常见。由于其钙含量高,通常用于牲畜饲料,生产过程中会产生相当数量的废弃细粒。这项研究的重点是将微细化的Lomashell作为沥青路面添加剂,以提高性能和环境可持续性。考察了该粉体对两种常用沥青粘结剂的流变性能和物理性能的影响。防潮性,车辙,和永久变形的洛马谢尔增强沥青混合物也进行了检查。结果表明,Lomashell的加入显著改善了材料的流变性能和动态剪切流变仪参数。间接抗拉强度试验表明,湿敏性增强。在沥青混合料中加入7%的这种材料,与对照组相比,间接抗拉强度提高了12%。此外,利用汉堡车轮跟踪装置(HWTD),观察到这种粉末的加入增强了抵抗永久变形的能力,车辙阻力指数(RRD)值证明了这一点。扫描电镜分析显示,有效的高速剪切混合是粘合剂改性的重点。这些发现突出了Lomashell对沥青混合料的整体性能和耐久性的积极影响,减少车辙,增强抗永久变形的能力。利用这种粉末作为沥青添加剂有望改善功能,解决环境问题,促进可持续基础设施发展。
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引用次数: 0
Numerical Solution of nth Order DAEM for Kinetic Study of Lignocellulosic Biomass Pyrolysis 木质纤维素生物质热解动力学研究的n阶DAEM数值解
Q3 Engineering Pub Date : 2023-08-31 DOI: 10.5614/j.eng.technol.sci.2023.55.3.4
Jonas Kristanto, Muhammad Mufti Azis, Suryo Purwono
The aim of the present study was to explore the most optimal configuration to numerically solve Distributed Activation Energy Models (DAEMs). DAEMs are useful in obtaining the kinetic parameters in non-isothermal kinetic studies using a thermogravimetry analyzer (TGA). Compared to other kinetic models, DAEMs provide an additional kinetic parameter that quantifies the extent of the reaction (σ) for each reaction’s mean activation energy (E ̅). Although DAEMs are efficacious in kinetic studies, solving DAEMs numerically is challenging. The DAEM equation includes double integration with respect to activation energy and temperature, which involves various numerical discretizations. Previously, many researchers utilized a DAEM to explicate complex reactions such as lignocellulosic biomass pyrolysis. However, most of them have yet to propose a numerical approach to solve DAEMs. Therefore, by exploring multiple numerical calculation configurations, here we present a general structure to numerically solve nth order and first-order DAEMs. The exploration includes determining the optimal integration limit of activation energy and the discretization of activation energy and temperature integration. From the investigation, we came up with a configuration that limits the integration of activation energy from E ̅-3σ to E ̅+3σ. Meanwhile, the number of integration points for temperature and activation energy must be 51 and 21, respectively. By using this configuration, DAEM can be utilized optimally in kinetic studies.
本研究的目的是探索分布式活化能模型(DAEMs)的最优配置。在用热重分析仪(TGA)进行非等温动力学研究时,DAEMs可用于获得动力学参数。与其他动力学模型相比,DAEMs提供了一个额外的动力学参数,用于量化每个反应的平均活化能(E)的反应程度(σ)。虽然daem在动力学研究中是有效的,但在数值上求解daem是具有挑战性的。DAEM方程包含对活化能和温度的二重积分,涉及各种数值离散。以前,许多研究人员利用DAEM来解释复杂的反应,如木质纤维素生物质热解。然而,他们中的大多数还没有提出一个数值方法来解决daem。因此,通过探索多种数值计算构型,本文提出了一种用于数值求解n阶和一阶daem的一般结构。探索包括确定活化能的最佳积分极限以及活化能与温度积分的离散化。从研究中,我们提出了一个构型,它限制了活化能的积分,从E′s -3σ到E′s +3σ。同时,温度和活化能的积分点个数必须分别为51和21。通过使用这种结构,DAEM可以在动力学研究中得到最佳利用。
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引用次数: 0
Integrated D-InSAR and Ground-based Radar for Open Pit Slope Stability Monitoring and Implications for Rock Mass Young’s Modulus Reduction D-InSAR与地基雷达集成露天矿边坡稳定性监测及岩体杨氏模量折减影响
Q3 Engineering Pub Date : 2023-08-31 DOI: 10.5614/j.eng.technol.sci.2023.55.3.3
Faris Ridwan Maulana, Ridho Kresna Wattimena, Budi Sulistianto
Excavation and material stockpiling activities in the mining process cause a change in the distribution of forces and stresses in the material. As a result, the material will seek a new equilibrium by releasing the load through a landslide. As part of mitigation, it is necessary to monitor displacements occurring on slopes using high-accuracy devices. Ground-based radar is a technique considered to have good ability to detect displacements in real-time. However, ground-based radar has a weakness in that it cannot detect vertical displacement. One of the emerging technologies that is used for monitoring vertical displacements as LoS displacements is D-InSAR analysis. With the integration of both methods, displacements that occur horizontally and vertically on a slope can be detected properly. In addition, the decrease in rock mass strength due to displacement can be predicted based on numerical analysis using the finite element method. Monitoring was carried out from December 10th, 2021 to April 9th, 2022. The monitoring results from the beginning to the end of the period showed that the horizontal and vertical displacements that occurred in the low wall area were 1247.34 mm and 292.5 mm, respectively. Correlated with these conditions, the Young’s modulus value of the rock mass decreased between 3% and 35%.
采矿过程中的开挖和材料储存活动引起材料中力和应力分布的变化。因此,材料将通过山体滑坡释放载荷来寻求新的平衡。作为缓解措施的一部分,有必要使用高精度设备监测斜坡上发生的位移。地基雷达是一种被认为具有较好实时位移检测能力的技术。但是,地面雷达的缺点是无法探测到垂直位移。用于监测垂直位移(如LoS位移)的新兴技术之一是D-InSAR分析。两种方法的结合,可以很好地检测出斜坡上水平和垂直方向的位移。此外,基于有限元数值分析方法,可以预测位移引起的岩体强度下降。监测时间为2021年12月10日至2022年4月9日。从监测开始到期末,低壁区水平位移和垂直位移分别为1247.34 mm和292.5 mm。与这些条件相关,岩体的杨氏模量值下降了3% ~ 35%。
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引用次数: 1
Evaluation of Crash Energy Management of the First-Developed High-Speed Train in Indonesia 印尼首列高速列车碰撞能量管理评价
Q3 Engineering Pub Date : 2023-08-31 DOI: 10.5614/j.eng.technol.sci.2023.55.3.2
Karisma Rizal, Achmad Syaifudin
Crash energy management is an essential evaluation stage of passive safety systems for high-speed trains. As a part of crash energy management, crash energy absorption has been researched for the last decade. The development of its components has also been performed individually. This paper presents a numerical analysis of the configuration of an energy absorption system for high-speed trains developed in Indonesia. Three placement configurations of the energy absorption system were investigated using explicit dynamic analysis in ANSYS. Total energy absorption, deceleration pulse, and deformation length were considered in the evaluation of the numerical analysis results. The collision criteria used in this study were according to EN 15227 and CFR 238 standards. This study revealed that the existing design could fulfill the energy absorption and average deceleration pulse required by EN 15227. Nevertheless, the existing design could not fulfill the energy absorption and maximum deceleration pulse required by CFR 238. It was also indicated that by positioning the anti-climber slightly forward, changing the deformation force of the crush box, and adding an impactor, the quality of energy absorption and average deceleration pulse could be improved.
碰撞能量管理是高速列车被动安全系统的重要评估阶段。作为碰撞能量管理的一部分,碰撞能量吸收研究已经进行了近十年。其组件的开发也是单独进行的。本文对印度尼西亚研制的高速列车能量吸收系统的结构进行了数值分析。采用ANSYS软件对吸能系统的三种布置形式进行了显式动力学分析。对数值分析结果的评价考虑了总能量吸收、减速脉冲和变形长度。本研究中使用的碰撞标准根据EN 15227和CFR 238标准。研究表明,现有设计可以满足en15227对能量吸收和平均减速脉冲的要求。然而,现有的设计不能满足CFR 238所要求的能量吸收和最大减速脉冲。通过将防爬器稍向前定位,改变破碎箱的变形力,并增加冲击器,可以改善吸能质量和平均减速脉冲。
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引用次数: 0
Effect of Sonication Frequency and Power Intensity on the Disruption of Algal Cells: Under Vacuum and Non-Vacuum Conditions 超声频率和功率强度对海藻细胞破坏的影响:在真空和非真空条件下
Q3 Engineering Pub Date : 2023-08-31 DOI: 10.5614/j.eng.technol.sci.2023.55.3.8
Martin Darmasetiawan, Prayatni Soewondo, Suprihanto Notodarmodjo, Dion Awfa
The presence of algae caused by anthropogenic eutrophication in water has become a severe environmental issue. Various treatment options for algae removal have been developed, such as filtration, coagulation, sedimentation, flotation, algicides, ozone, and photolysis. However, these technologies are complex, expensive, consume considerable amounts of various chemicals, and may cause further pollution (i.e., by-product formation). Ultrasonic exposure is an alternative method for removing algae from water that is environmentally friendly (i.e., no addition of chemicals) and almost unaffected by any turbidity in the water. In this study, process optimization of ultrasonication (e.g., by adjusting frequency, power intensity, and exposure time) for the removal of alga was tested under vacuum and non-vacuum conditions. Experiments were conducted on a batch of algae solution in a clear glass tube ultrasonicated by a 20 kHz transducer for 180 minutes. The tube was depressurized up to -67 N/m2 in a depressurizing chamber. The data was collected at transducer depths of 0.06, 0.13, and 0.19 m. It was concluded that the optimum condition (i.e., 92% algal cell disruption) was achieved when the power intensity was 7 kWh/m3, under vacuum conditions, at a frequency of 20 kHz and 180 minutes of exposure time. Higher power intensity gave higher energy for cell disruption, moreover by depressurizing the air above the algae solution, the lysis effect for algae reduction increased from 20% to 70% compared to the non-depressurized system due to higher cavitation bubble production. In addition, the depth of the transducer was another factor that could increase the lysis of the algae water. Therefore, this technology has future potential application for algae removal from water.
人为水体富营养化引起的藻类存在已成为一个严重的环境问题。目前已开发出多种除藻方法,如过滤、混凝、沉淀、浮选、杀藻剂、臭氧和光解。然而,这些技术复杂、昂贵、消耗大量各种化学品,并可能造成进一步的污染(即产生副产品)。超声波暴露是一种从水中去除藻类的替代方法,它对环境友好(即不添加化学物质),几乎不受水中任何浊度的影响。本研究在真空和非真空条件下,对超声波除藻的工艺优化(如调整频率、功率强度和曝光时间)进行了试验。将一批藻类溶液置于透明玻璃管中,用20 kHz换能器超声处理180分钟。管子在减压室中减压至-67 N/m2。数据采集于传感器深度0.06、0.13和0.19 m处。结果表明,在真空条件下,功率强度为7 kWh/m3,频率为20 kHz,照射时间为180 min时,藻细胞破坏率达到92%。更高的功率强度为细胞破坏提供了更高的能量,而且通过减压藻类溶液上方的空气,由于更高的空化气泡产生,与非减压系统相比,藻类减少的裂解效果从20%增加到70%。此外,换能器的深度是增加藻类水裂解的另一个因素。因此,该技术在去除水中藻类方面具有潜在的应用前景。
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引用次数: 0
Development of Smart and Portable Controllable Syringe Pump System for Medical Applications 医用智能便携式可控注射泵系统的研制
Q3 Engineering Pub Date : 2023-08-31 DOI: 10.5614/j.eng.technol.sci.2023.55.3.7
Wael A. Salah, Basem Abu Zneid, Amir Abu_Al_Aish, Mays Nofal
Due to their efficiency and adaptability, automated applications are consistently gaining popularity around the world. Robotics and their applications as used in a variety of commonplace industries, such as medical applications, require a high level of precision and accuracy. This can be achieved by utilizing automated applications. In this work, the development and design of a regulated injection pump is detailed. The developed prototype is a type of robot that can be utilized in hospitals and other medical facilities. The proposed design is used to pump specific liquid volumes as specified by the user. During liquid pumping, both the fluid’s volume and velocity can be manipulated. Implementation of the proposed system required the development of a complete mechanical system and a controller. The proposed system was implemented successfully, and its operation was deemed satisfactory. According to the results, the accuracy of the system was also satisfactory. Using a flow sensor, the reference value and the measured value acquired from the designed device were compared. Compared to similar devices, the proposed system demonstrated exceptional precision, with an average error rate of less than 1.5%. The proposed model has the advantages of using a commercially available injection syringe and being significantly less expensive than similar devices on the market.
由于它们的效率和适应性,自动化应用程序在世界范围内一直受到欢迎。机器人技术及其在各种普通行业中的应用,如医疗应用,需要很高的精度和准确性。这可以通过利用自动化应用程序来实现。本文详细介绍了一种调节式喷油泵的研制与设计。开发的原型是一种可以在医院和其他医疗设施中使用的机器人。所建议的设计用于泵送用户指定的特定液体体积。在抽液过程中,流体的体积和速度都是可以控制的。所提出的系统的实施需要开发一个完整的机械系统和控制器。建议的系统已成功实施,其运作令人满意。结果表明,该系统的精度也令人满意。利用流量传感器,比较了从设计装置获得的参考值和实测值。与同类设备相比,所提出的系统显示出卓越的精度,平均错误率低于1.5%。所提出的模型具有使用市售注射注射器的优点,并且比市场上类似的设备便宜得多。
{"title":"Development of Smart and Portable Controllable Syringe Pump System for Medical Applications","authors":"Wael A. Salah, Basem Abu Zneid, Amir Abu_Al_Aish, Mays Nofal","doi":"10.5614/j.eng.technol.sci.2023.55.3.7","DOIUrl":"https://doi.org/10.5614/j.eng.technol.sci.2023.55.3.7","url":null,"abstract":"Due to their efficiency and adaptability, automated applications are consistently gaining popularity around the world. Robotics and their applications as used in a variety of commonplace industries, such as medical applications, require a high level of precision and accuracy. This can be achieved by utilizing automated applications. In this work, the development and design of a regulated injection pump is detailed. The developed prototype is a type of robot that can be utilized in hospitals and other medical facilities. The proposed design is used to pump specific liquid volumes as specified by the user. During liquid pumping, both the fluid’s volume and velocity can be manipulated. Implementation of the proposed system required the development of a complete mechanical system and a controller. The proposed system was implemented successfully, and its operation was deemed satisfactory. According to the results, the accuracy of the system was also satisfactory. Using a flow sensor, the reference value and the measured value acquired from the designed device were compared. Compared to similar devices, the proposed system demonstrated exceptional precision, with an average error rate of less than 1.5%. The proposed model has the advantages of using a commercially available injection syringe and being significantly less expensive than similar devices on the market.","PeriodicalId":15689,"journal":{"name":"Journal of Engineering and Technological Sciences","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135991005","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
Compaction Control Using Degree of Saturation and Plasticity Index on Tropical Soil 利用饱和度和塑性指数控制热带土壤压实
Q3 Engineering Pub Date : 2023-08-31 DOI: 10.5614/j.eng.technol.sci.2023.55.3.5
Hasbullah Nawir, Laras Dipa Pramudita, Tita Kartika Dewi, Dayu Apoji, Sugeng Krisnanto
Soil compaction in the field is conventionally controlled using maximum dry density, (ρd)max, and optimum moisture content, (w)opt, as the target properties. However, achieving accurate control of these target properties can be difficult due to variation of compaction energy level (CEL) and soil type. Recently, a novel soil compaction control approach using optimum degree of saturation, (Sr)opt, as the target properties has been proposed. It was argued that (Sr)opt can be a better compaction control property as the value is less sensitive to the variation of CEL and soil type. This paper presents an investigation of the compaction characteristics of tropical soils from several locations in Indonesia based on both primary and secondary data. This study was performed by exploring the relationships between (i) dry density (ρd) and Sr, (ii) (ρd) and plasticity index (PI), (iii) (ρd) and CBR, as well as (iv) (ρd) and permeability. This study showed that the (Sr)opt of the soils was 91.2%, with variation between 81.2% and 96.5%. This study also showed that (ρd)max can be related to PI at a given CEL. It is expected that the proposed relationships can be better references for field compaction control practices in Indonesia.
田地中的土壤压实通常使用最大干密度(ρd)max和最佳含水量(w)opt作为目标属性来控制。然而,由于压实能量水平(CEL)和土壤类型的变化,实现这些目标特性的精确控制可能是困难的。近年来,人们提出了一种以最佳饱和度(Sr)opt为目标特性的土壤压实控制方法。认为(Sr)opt值对CEL和土壤类型的变化不敏感,具有较好的压实控制性能。本文介绍了在印度尼西亚的几个地点的热带土壤的压实特性的调查基于原始和二次资料。研究了(i)干密度(ρd)与Sr、(ii) ρd与塑性指数(PI)、(iii) ρd与CBR、(iv) ρd与渗透率之间的关系。研究表明,土壤的(Sr)选择性为91.2%,变化范围在81.2% ~ 96.5%之间。该研究还表明,在给定的CEL下,(ρd)max与PI相关。期望所提出的关系可以为印度尼西亚的现场压实控制实践提供更好的参考。
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引用次数: 0
Bandwidth and Gain Enhancement of Microstrip Leaky-Wave Antennas with Slot and Defected Ground Structure 带缝隙和缺陷接地结构的微带漏波天线的带宽和增益增强
Q3 Engineering Pub Date : 2023-08-31 DOI: 10.5614/j.eng.technol.sci.2023.55.3.6
Fitri Yuli Zulkifli, Muhamad Wahyu Iqbal
This paper discusses the design, simulation, and realization of a leaky-wave microstrip antenna with multiple slots and defected ground structure (DGS). The leaky-wave microstrip antenna with multiple slots and DGS was designed to operate at 5.925-6,425 GHz for wireless local area network applications (WLANs), with a gain of ≥4dBi. The antenna uses FR-4 epoxy as the substrate with a dielectric constant of 4.6 and a thickness of 1.6 mm. The leaky-wave microstrip antenna has dimensions of 45.1 mm × 24.8 mm × 1.6 mm, while the leaky-wave microstrip antenna with multiple slots and DGS has dimensions of 40.6 mm × 25 mm × 1.6 mm. The simulation results showed that adding multiple slots and DGS to the leaky-wave microstrip antenna increased the bandwidth from 280 MHz (5.859–6.139 GHz) to 691 MHz (5.854–6.545 GHz) while the gain increased from 4.47 to 5.04 dBi. Meanwhile, the measurement results showed that the bandwidth parameter increased from 273 MHz (5.877–6.150 GHz) to 684 MHz (5.845–6.529 GHz) and the gain parameter from 4.53 to 5.06 dBi at 6 GHz.
本文讨论了一种多沟槽缺陷接地结构漏波微带天线的设计、仿真和实现。漏波微带多槽DGS天线设计工作频率为5.925 ~ 6425 GHz,适用于无线局域网应用,增益≥4dBi。该天线采用FR-4环氧树脂作为衬底,介电常数为4.6,厚度为1.6 mm。漏波微带天线尺寸为45.1 mm × 24.8 mm × 1.6 mm,多槽DGS漏波微带天线尺寸为40.6 mm × 25 mm × 1.6 mm。仿真结果表明,在漏波微带天线上增加多槽和DGS后,天线带宽从280 MHz (5.859 ~ 6.139 GHz)增加到691 MHz (5.854 ~ 6.545 GHz),增益从4.47 dBi增加到5.04 dBi。同时,测量结果表明,在6 GHz时,带宽参数从273 MHz (5.877 ~ 6.150 GHz)增加到684 MHz (5.845 ~ 6.529 GHz),增益参数从4.53 dBi增加到5.06 dBi。
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引用次数: 0
Study of Aquatic Sedimentation Using Electromagnetic Modeling in Flood Hazard Mitigation Scheme Study of Aquatic Sedimentation Using Electromagnetic Modeling in Flood Hazard Mitigation Scheme 电磁模拟在洪水减灾方案中的应用研究
Q3 Engineering Pub Date : 2023-08-31 DOI: 10.5614/j.eng.technol.sci.2023.55.3.1
Widodo Widodo, M. Rheza Zamani, Sindi Hajah Patimah, Elis Agustiana
The accumulation of sediment in aquatic environments can lead to an increase in flood risk due to raised floodplains and water levels. Electromagnetic modeling techniques, such as Time Domain Electromagnetic (TDEM) resistivity or lithological conductivity contrast, can be utilized to detect changes in the subsurface. In this study, we investigated the use of TDEM in flood hazard mitigation schemes by developing a 1-D forward modeling program for the central loop configuration in an aquatic environment using the Adaptive Born Forward Mapping (ABFM) method. The program was tested in various environmental conditions, i.e., freshwater, brackish water, and saltwater, to determine its response. The objective is to prevent natural disasters, particularly flooding caused by sedimentation. The TDEM models can generate images of sediment thickness, providing a sensitive response in saltwater environments and enabling the detection of changes in depth compared to other aquatic environments. Overall, this study demonstrated the potential of TDEM as a valuable tool in flood hazard mitigation schemes.
由于洪泛区和水位的升高,水生环境中沉积物的积累会导致洪水风险的增加。电磁建模技术,如时域电磁(TDEM)电阻率或岩性电导率对比,可用于探测地下的变化。在本研究中,我们使用自适应Born forward Mapping (ABFM)方法开发了水生环境中中央环路配置的1-D正演模拟程序,研究了TDEM在洪水减灾方案中的应用。该程序在各种环境条件下进行了测试,即淡水、微咸水和咸水,以确定其反应。其目的是防止自然灾害,特别是泥沙引起的洪水。TDEM模型可以生成沉积物厚度的图像,在盐水环境中提供敏感的响应,并能够检测与其他水生环境相比的深度变化。总的来说,这项研究证明了TDEM在洪水灾害缓解方案中作为一个有价值的工具的潜力。
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引用次数: 0
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