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Quantitative Shaking Evaluation of Bracing-Strengthened and Base-Isolated Buildings Using Seismic Intensity Level 使用地震烈度等级对支撑加固建筑和基础隔震建筑进行定量摇晃评估
Pub Date : 2024-07-17 DOI: 10.46604/peti.2024.13578
Henda Febrian Egatama, N. G. Wariyatno, Han Ay Lie, Muhammad Zulfikar, Adhi Muliawan, Buntara Sthenly, Gan
In current design practice, the seismic strength design of buildings is commonly based on the strength concept, lacking a quantitative evaluation tool that can show the performance of the buildings during earthquakes. This paper demonstrates the application of seismic intensity level (SIL) as a quantitative evaluation tool for aseismic building performance. A simulation test is conducted on three categories of building-frame: non-strengthened (NA), bracing-strengthened (BS), and base-isolated (BI), subjected to a north-south (N-S) 1940 El Centro seismic wave. The criteria evaluated include maximum acceleration, energy dissipation, and the measured seismic intensity level (m-SIL). The effect of strengthening methods is compared based on those criteria. The results show that despite the apparent reduction in structural response metrics, the SIL value diminishes more substantially for base isolators (4.5 level decrease) than bracing (0.4 level decrease). This confirms that SIL provides higher consistency results and is straightforward to comprehend.
在目前的设计实践中,建筑物的抗震强度设计通常基于强度概念,缺乏能够显示建筑物在地震中性能的定量评估工具。本文展示了地震烈度等级(SIL)作为建筑物抗震性能定量评估工具的应用。本文对三类建筑框架(非加固(NA)、支撑加固(BS)和基底隔震(BI))进行了模拟测试,这些建筑框架都受到了 1940 年埃尔中心罗(El Centro)南北向(N-S)地震波的影响。评估标准包括最大加速度、能量耗散和测得的地震烈度水平(m-SIL)。根据这些标准对加固方法的效果进行了比较。结果表明,尽管结构响应指标明显降低,但与支撑(降低 0.4 级)相比,底座隔震器(降低 4.5 级)的 SIL 值降低幅度更大。这证实了 SIL 可提供一致性更高的结果,而且易于理解。
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引用次数: 0
Prediction of Crop Leaf Health by MCCM and Histogram Learning Model Using Leaf Region 利用叶区的 MCCM 和直方图学习模型预测作物叶片健康状况
Pub Date : 2024-07-16 DOI: 10.46604/peti.2024.13997
Vijay Choudhary, Archana Thakur
This study introduces a model called the crop leaf health prediction model (CLHPM) that utilizes a bio-inspired method to accurately identify the leaf region. This approach enhances the process of learning important features and overcomes the challenges posed by the hindrance from the chromatic and structural diversity of each leaf. To train the learning model, a modified co-occurrence matrix (MCCM) in texture analysis is used to overcome the limitations of the leaf region, and a histogram method is also deployed for color analysis. The experiment is conducted on a real dataset of tomato crop leaves. It is observed that the average accuracy has increased by 3.50%. The existing MobileNetV2 model presents an accuracy of 95.73%, and the proposed CLHPM model renders 99.23%. Moreover, an enhancement of 3.72 in the F-measure is also noticed.
本研究介绍了一种名为作物叶片健康预测模型(CLHPM)的模型,该模型利用生物启发方法准确识别叶片区域。这种方法增强了重要特征的学习过程,并克服了每片叶子的色度和结构多样性所带来的障碍。为了训练学习模型,在纹理分析中使用了修正的共生矩阵(MCCM)来克服叶片区域的局限性,在颜色分析中也使用了直方图方法。实验是在番茄作物叶片的真实数据集上进行的。结果表明,平均准确率提高了 3.50%。现有的 MobileNetV2 模型的准确率为 95.73%,而建议的 CLHPM 模型的准确率为 99.23%。此外,F-measure 也提高了 3.72。
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引用次数: 0
A Self-Repairing Natural Rubber as a Novel Material Pad to Develop an Electro-Surgical Training Prototype 以自修复天然橡胶为新型材料垫,开发电外科训练原型机
Pub Date : 2024-07-05 DOI: 10.46604/peti.2024.13509
Suchada Saengwiman, Sittidet Chooduang, Korn Taksapattanakul
This work aims to develop a self-repairing natural rubber sheet and use it in a new design electro-surgical training prototype. The self-repairing material is prepared via controlled crosslinking with varying curing time and temperature and applied as a material pad. The electrical circuit board in the prototype is created to measure the depth of the surgical blade through a material pad. The completely modified control crosslinking of the rubber sheet is confirmed by the changing chemical structure of rubber latex via FT-IR spectra resulting in the hardening of swelling affected by high crosslinking density. The self-repairing of natural rubber sheets occurred at the cut part and the tensile strength at break increases with the increase in self-repairing time. The prototype testing shows that when the scalpel blade is cut into the rubber sheet at the setting dept, the electrical circuit is activated, making it suitable for medical practice.
这项研究旨在开发一种自修复天然橡胶板,并将其用于新设计的电外科训练原型中。自修复材料是通过不同的固化时间和温度控制交联制备的,并作为材料垫使用。原型中的电路板用于测量手术刀穿过材料垫的深度。通过傅立叶变换红外光谱观察橡胶胶乳化学结构的变化,证实了对橡胶板的完全改性控制交联,其结果是受高交联密度影响的膨胀变硬。天然橡胶板的自修复发生在切割部位,断裂拉伸强度随自修复时间的延长而增加。原型测试表明,当手术刀刀片切入橡胶板的定型部时,电路被激活,使其适用于医疗实践。
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引用次数: 0
Application of Genetic Algorithm and Analytical Method to Determine the Appropriate Locations and Capacities for Distributed Energy System 应用遗传算法和分析方法确定分布式能源系统的适当位置和容量
Pub Date : 2024-07-03 DOI: 10.46604/peti.2024.13587
B. Saka, Jacob Tsado, V. Kiray, S. Hussein
In this study, the genetic algorithm (GA) and an analytical technique are used to properly connect the distributed energy system (DES) to the distribution network of the Federal Capital Territory (FCT). A power flow solution is used to obtain the losses and voltages assigned to the chromosomes as the fitness value for the GA to determine the best locations for the DES. Subsequently, the analytical method is used to calculate the capacities of the DES, corresponding to each location obtained using the GA. The effectiveness of the technique is examined on IEEE 33 and 69 buses, and the results demonstrate a loss reduction of 69.19%, the least voltage of 0.975 pu for the 33-node, and a 70.22% loss reduction with the least voltage of 0.985 pu for the 69-node. The suggested technique is applied to the FCT distribution network, and the results show a 70% voltage improvement and 14.05% loss reduction.
本研究采用遗传算法(GA)和分析技术,将分布式能源系统(DES)与联邦首都区(FCT)的配电网络进行适当连接。利用功率流解决方案获得分配给染色体的损耗和电压,作为遗传算法的适应值,以确定 DES 的最佳位置。随后,使用分析方法计算出与利用 GA 获得的每个位置相对应的 DES 容量。在 IEEE 33 和 69 总线上检验了该技术的有效性,结果表明 33 节点的损耗降低了 69.19%,最低电压为 0.975 pu;69 节点的损耗降低了 70.22%,最低电压为 0.985 pu。建议的技术被应用于 FCT 配电网络,结果显示电压提高了 70%,损耗降低了 14.05%。
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引用次数: 0
A Fake Profile Detection Model Using Multistage Stacked Ensemble Classification 使用多级堆叠集合分类的虚假简介检测模型
Pub Date : 2024-01-31 DOI: 10.46604/peti.2024.13200
Swetha Chikkasabbenahalli Venkatesh, Sibi Shaji, Balasubramanian Meenakshi Sundaram
Fake profile identification on social media platforms is essential for preserving a reliable online community. Previous studies have primarily used conventional classifiers for fake account identification on social networking sites, neglecting feature selection and class balancing to enhance performance. This study introduces a novel multistage stacked ensemble classification model to enhance fake profile detection accuracy, especially in imbalanced datasets. The model comprises three phases: feature selection, base learning, and meta-learning for classification. The novelty of the work lies in utilizing chi-squared feature-class association-based feature selection, combining stacked ensemble and cost-sensitive learning. The research findings indicate that the proposed model significantly enhances fake profile detection efficiency. Employing cost-sensitive learning enhances accuracy on the Facebook, Instagram, and Twitter spam datasets with 95%, 98.20%, and 81% precision, outperforming conventional and advanced classifiers. It is demonstrated that the proposed model has the potential to enhance the security and reliability of online social networks, compared with existing models.
社交媒体平台上的虚假资料识别对于维护可靠的在线社区至关重要。以往的研究主要使用传统的分类器来识别社交网站上的虚假账户,忽略了特征选择和类平衡以提高性能。本研究引入了一种新颖的多阶段堆叠集合分类模型,以提高虚假资料检测的准确性,尤其是在不平衡数据集中。该模型包括三个阶段:特征选择、基础学习和用于分类的元学习。这项工作的新颖之处在于利用基于卡方特征-类关联的特征选择,结合了堆叠集合和成本敏感学习。研究结果表明,所提出的模型大大提高了虚假资料检测效率。成本敏感学习提高了在 Facebook、Instagram 和 Twitter 垃圾邮件数据集上的准确率,准确率分别为 95%、98.20% 和 81%,优于传统和高级分类器。事实证明,与现有模型相比,所提出的模型具有提高在线社交网络安全性和可靠性的潜力。
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引用次数: 0
Performance Analysis of Open Steam Power Cycle Powered by Concentrated Solar Energy 聚光太阳能驱动的开放式蒸汽发电循环性能分析
Pub Date : 2024-01-29 DOI: 10.46604/peti.2024.13201
A. T. Mustafa, Mohammed Mahmood Hadi
This study aims to develop a concentrated solar receiver designed to directly generate steam for driving a steam turbine within the steam power cycle of a carbon-free system. The solar power system consists of parabolic dishes, evaporation tanks, and a steam turbine, and the experimental setup was tested on different days, analyzing the measured parameters with the EES software. Results from the investigation indicate that, under the optimal conditions with a maximum recorded temperature and pressure of 143 ℃ and 2.5 bar, respectively, and a vaporized water mass of 100 grams, the manufactured turbine achieved a maximum isentropic efficiency of 92.48% and a power of 1.76 W. Notably, the evaporation tank and the mini steam turbine demonstrated the capability to generate steam and mechanical power, respectively, without relying on conventional energy.
本研究旨在开发一种聚光太阳能接收器,用于直接产生蒸汽,以驱动无碳系统蒸汽动力循环中的蒸汽涡轮机。太阳能发电系统由抛物面盘、蒸发罐和蒸汽涡轮机组成,实验装置在不同的日子进行了测试,并使用 EES 软件分析了测量参数。研究结果表明,在记录的最高温度和压力分别为 143 ℃ 和 2.5 巴、汽化水质量为 100 克的最佳条件下,制造的涡轮机实现了 92.48% 的最大等熵效率和 1.76 W 的功率。
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引用次数: 0
The Control Method for Wavelength-Based CCT of Natural Light Using Warm/Cool White LED 基于波长的自然光CCT的暖/冷白光LED控制方法
Pub Date : 2023-08-31 DOI: 10.46604/peti.2023.12418
Yang-Soo Kim, Seung-Taek Oh, Jae-Hyun Lim
Reproducing circadian patterns of natural light through lighting requires technology that can control correlated color temperature (CCT) and short wavelength ratio (SWR) simultaneously. This study proposes a method for controlling wavelength-based CCT of natural light using LED light sources. First, the spectral power distribution (SPD) of each channel of the test lighting (two-channel LED lighting with warm white and cool white) is identified through actual measurement. Next, CCT and SWR are calculated based on the additive mixing of SPD using the mixing ratio from the measured SPD. Finally, the regression equations for mixing ratio-CCT and mixing ratio-SWR are derived through regression analysis. These equations are then utilized to implement a wavelength-based CCT control algorithm. For performance and evaluation purposes, natural light reproduction experiments were conducted, achieving a mean error of 94.5K for CCT and 1.5% for SWR.
通过照明再现自然光的昼夜节律模式需要能够同时控制相关色温(CCT)和短波长比(SWR)的技术。本研究提出了一种利用LED光源控制自然光波长的CCT的方法。首先,通过实际测量确定测试照明(暖白和冷白双通道LED照明)各通道的光谱功率分布(SPD)。然后,根据实测SPD的混合比,计算SPD的加性混合CCT和SWR。最后,通过回归分析,导出了混合比- cct和混合比- swr的回归方程。然后利用这些方程来实现基于波长的CCT控制算法。为了性能和评价目的,我们进行了自然光再现实验,CCT的平均误差为94.5K, SWR的平均误差为1.5%。
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引用次数: 0
Simulation Study on a New Hybrid Autonomous Underwater Vehicle with Elevators 一种新型升降式混合自主水下航行器的仿真研究
Pub Date : 2023-08-31 DOI: 10.46604/peti.2023.12343
Jiafeng Huang, Hyeung-Sik Choi, D. Jung, H. Cho, P. Huy, Nam Anh, Ruochen Zhang, Jung-Hyeun Park, Chi-Ung Yun
This study aims to design a new hybrid twin autonomous underwater vehicle (HTAUV) consisting of dual cylinder hulls and analyze its pitching motion. The kinematic model for the HTAUV is established, followed by the execution of hydrodynamic simulation CFD of the HTAUV using Ansys Fluent. These simulations are conducted to obtain the hydrodynamic force equation of the HTAUV, which relates to the deflection angle of the elevator. Through the motion simulation of the HTAUV, under the same net buoyancy condition, notable differences emerge when the elevator is deflected. Specifically, parameters such as gliding speed, gliding angle, and pitch angle of the HTAUV are larger when the elevator is deflected, as compared to cases where no deflection is applied.
摘要设计了一种新型双缸式自主水下航行器(HTAUV),并对其俯仰运动进行了分析。建立了HTAUV的运动学模型,利用Ansys Fluent软件对HTAUV进行了流体动力学仿真CFD。通过仿真得到了HTAUV的水动力方程,该方程与升降舵转角有关。通过对HTAUV的运动仿真,在相同的净浮力条件下,当升降舵发生偏转时,其净浮力有明显的差异。具体来说,当升降舵发生偏转时,HTAUV的滑行速度、滑行角度和俯仰角等参数都比没有发生偏转时要大。
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引用次数: 1
Integration of Membrane Bioreactor and Reverse Osmosis for Textile Wastewater Treatment and Reclamation: A Pilot-Scale Study 膜生物反应器与反渗透一体化处理纺织废水的中试研究
Pub Date : 2023-08-31 DOI: 10.46604/peti.2023.5273
Yen-Chun Hsieh, Po-Hsun Lin, Pin-Hui Lee, Emily K. Kin
Membrane bioreactor (MBR) technology, a combination of traditional activated sludge and membrane filtration, has been widely used for industrial wastewater treatment and reclamation. This paper highlights a pilot-scale MBR system treating textile wastewater from a textile factory in Taiwan. Over 7 months of continuous operation, the average MBR influent chemical oxygen demand (COD) is 332 mg/L, and the average effluent COD is 38 mg/L, which results in approximately 88% COD removal. A reverse osmosis (RO) module is installed after 2 months of MBR operation and uses the MBR permeate as its influent. The RO produces pure water with average COD, conductivity, and color of 7 mg/L, 16 μS/cm, and 7 Pt-Co, respectively. The RO permeate is suitable for reuse in manufacturing processes, and the RO membrane shows stable performance with TMP, which is less than or equal to 0.5 kg/cm2 during the test. The study demonstrates the great feasibility of MBR combined with RO for treating and reclaiming textile wastewater.
膜生物反应器(MBR)技术是传统活性污泥与膜过滤的结合,已广泛应用于工业废水的处理和回收。本文介绍了台湾某纺织厂的MBR系统处理纺织废水的中试情况。连续运行7个月,MBR进水平均化学需氧量(COD)为332 mg/L,出水平均COD为38 mg/L, COD去除率约为88%。在MBR运行2个月后安装反渗透(RO)模块,并使用MBR渗透液作为进水。RO制得的纯水平均COD、电导率和颜色分别为7mg /L、16 μS/cm和7pt - co。该反渗透膜适合在制造过程中重复使用,在TMP作用下,反渗透膜性能稳定,在试验中小于等于0.5 kg/cm2。研究表明MBR与反渗透相结合处理和回收纺织废水具有很大的可行性。
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引用次数: 0
Flexural Strength and Porosity of NaOH-Treated Maize Stalk Cellulose-Fibers-Reinforced Geopolymer Composites 氢氧化钠处理玉米秸秆纤维素-纤维增强地聚合物复合材料的抗弯强度和孔隙率
Pub Date : 2023-08-31 DOI: 10.46604/peti.2023.10285
Addisu Workiye, E. Woldesenbet
This study characterizes the flexural strength and porosity of NaOH-treated maize stalk cellulose-fibers-reinforced geopolymer composites. Flexural strength tests are conducted, and the fracture surfaces of the composite and geopolymer powder are observed using a scanning electron microscope (SEM). Moreover, porosity analysis is also performed using Image J software from SEM images. The formation of geopolymer is confirmed using X-ray diffraction (XRD) and Fourier transform infrared (FTIR) analysis. The addition of 1.5 wt% of NaOH-treated maize stalk cellulose fibers improves flexural strength by 2.4 times. The results show that the main failure mechanisms, namely fiber breakage, fiber pullout, and debonding of the fiber and matrix, can increase flexural strength and reduce failures during service life. During the analysis for fiber and particle pullout, SEM images under 25^2 pixels of pore areas are not considered, and an average porosity of 36.7% is achieved.
本研究表征了氢氧化钠处理的玉米秸秆纤维素纤维增强地聚合物复合材料的抗弯强度和孔隙率。进行了抗弯强度试验,并利用扫描电镜(SEM)观察了复合材料和地聚合物粉末的断口形貌。此外,利用Image J软件对SEM图像进行了孔隙度分析。利用x射线衍射(XRD)和傅里叶变换红外(FTIR)分析证实了地聚合物的形成。添加1.5% naoh处理过的玉米秸秆纤维素纤维,其抗弯强度提高2.4倍。结果表明,在使用寿命期间,纤维断裂、纤维拔出、纤维与基体脱粘等主要破坏机制可以提高抗弯强度,减少破坏。在分析纤维和颗粒拉出时,不考虑孔隙面积为25^2像素的SEM图像,平均孔隙率为36.7%。
{"title":"Flexural Strength and Porosity of NaOH-Treated Maize Stalk Cellulose-Fibers-Reinforced Geopolymer Composites","authors":"Addisu Workiye, E. Woldesenbet","doi":"10.46604/peti.2023.10285","DOIUrl":"https://doi.org/10.46604/peti.2023.10285","url":null,"abstract":"This study characterizes the flexural strength and porosity of NaOH-treated maize stalk cellulose-fibers-reinforced geopolymer composites. Flexural strength tests are conducted, and the fracture surfaces of the composite and geopolymer powder are observed using a scanning electron microscope (SEM). Moreover, porosity analysis is also performed using Image J software from SEM images. The formation of geopolymer is confirmed using X-ray diffraction (XRD) and Fourier transform infrared (FTIR) analysis. The addition of 1.5 wt% of NaOH-treated maize stalk cellulose fibers improves flexural strength by 2.4 times. The results show that the main failure mechanisms, namely fiber breakage, fiber pullout, and debonding of the fiber and matrix, can increase flexural strength and reduce failures during service life. During the analysis for fiber and particle pullout, SEM images under 25^2 pixels of pore areas are not considered, and an average porosity of 36.7% is achieved.","PeriodicalId":33402,"journal":{"name":"Proceedings of Engineering and Technology Innovation","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48811217","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
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Proceedings of Engineering and Technology Innovation
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