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Development of Non-Intrusive Load Monitoring of Electricity Load Classification with Low-Frequency Sampling Based on Support Vector Machine 基于支持向量机低频采样电力负荷分类的非侵入式负荷监测研究
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-05-12 DOI: 10.5614/j.eng.technol.sci.2023.55.2.1
E. Leksono, Auditio Mandhany, Irsyad Nashirul Haq, J. Pradipta, Putu Handre Kertha Utama, Reza Fauzi Iskandar, Rezky Mahesa Nanda
Non-intrusive load monitoring (NILM) is a promising approach to provide energy consumption monitoring of electrical appliances and analysis of current and voltage data with less instrumentation. This paper proposes an electrical load classification model using support vector machine (SVM). SVM was chosen to keep the computational cost low and be able to implement an embedded system. The SVM model was utilized to classify the on/off state of air conditioners, light bulbs, other uncategorized electronics, and their combinations. It utilizes low-frequency sampling data captured every minute, or at a 0.0167 Hz rate. Utilization change in active and reactive power was used as a feature in the model training. The optimal kernel for the model was the radial basis function (RBF) kernel with C and gamma values of 88.587 and 2.336 as hyperparameters, producing a highly accurate model. In testing with real-time conditions, the model classified the on/off state of the electrical loads with 0.93 precision, 0.91 recall, and 0.91 f-score. The results of testing proved that the model can be applied in real time with high accuracy and with an acceptable performance in field implementation using an embedded system.
非侵入式负载监测(NILM)是一种很有前途的方法,可以用较少的仪器提供电器的能耗监测和电流和电压数据分析。提出了一种基于支持向量机的电力负荷分类模型。选择支持向量机是为了保持较低的计算成本,并且能够实现嵌入式系统。利用SVM模型对空调、灯泡和其他未分类的电子产品及其组合的开/关状态进行分类。它利用每分钟捕获的低频采样数据,或以0.0167 Hz的速率。利用有功和无功功率的变化作为模型训练的特征。模型的最优核为径向基函数(RBF)核,C和gamma值分别为88.587和2.336作为超参数,模型精度较高。在实时条件下的测试中,该模型对电气负载的开/关状态进行分类,准确率为0.93,召回率为0.91,f值为0.91。测试结果表明,该模型可以实时应用,精度高,并在嵌入式系统的现场实现中具有良好的性能。
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引用次数: 0
Progress and Challenges of Biological Leaching of Heavy Metal in Coal Ash from a Power Plant 电厂煤灰重金属生物浸出研究进展与挑战
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-31 DOI: 10.5614/j.eng.technol.sci.2023.55.1.8
Y. Lisafitri, E. Kardena
Bioleaching is a technique for reducing the heavy metal content of coal ash by using bacteria, fungi, or yeast. Previous studies in heavy metal bioleaching of coal ash discussed the factors affecting the process, but as yet there is little information on the challenges of using microorganisms. Therefore, this study aimed to obtain comprehensive information regarding the use of microorganisms in heavy metal bioleaching. Heavy metal concentrations in coal ash are low, and the metals are diverse. The components of coal ash are complexes that cannot leach certain heavy metals according to previous studies. These low concentrations and complex components make it difficult to investigate the bioleaching mechanism. The combination of biological and chemical interactions involves various components in this system. The high concentration of iron and heavy metal leached could be toxic for microorganisms. The process is influenced by several factors, such as particle size, pH, and pulp density. Most heavy metal bioleaching studies on coal ash have been conducted on a small scale to control conditions affecting the process. Bioleaching kinetics in coal is a liquid-solid reaction that can be represented by the shrinking core model, which was mainly used in this study.
生物浸出是一种利用细菌、真菌或酵母来降低煤灰重金属含量的技术。以前对煤灰重金属生物浸出的研究讨论了影响这一过程的因素,但到目前为止,关于使用微生物的挑战的信息很少。因此,本研究旨在全面了解微生物在重金属生物浸出中的应用。煤灰中重金属含量低,且种类多样。根据以往的研究,煤灰的成分是复合物,不能浸出某些重金属。这些低浓度和复杂的组分给研究生物浸出机制带来了困难。生物和化学相互作用的结合涉及这个系统中的各种组成部分。浸出的高浓度铁和重金属可能对微生物有毒。该过程受几个因素的影响,如粒度、pH值和纸浆密度。大多数煤灰重金属生物浸出研究都是在小范围内进行的,以控制影响过程的条件。煤中的生物浸出动力学是一个液固反应,可以用收缩核模型来表示,本研究主要采用收缩核模型。
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引用次数: 0
Design of a Novel Efficient High-Gain Ultra-Wide-Band Slotted H-Shaped Printed 2×1 Array Antenna for Millimeter-Wave Applications with Improvement of Bandwidth and Gain via the Feed Line and Elliptical Edges 一种用于毫米波应用的新型高效高增益超宽带开槽H形印刷2×1阵列天线的设计,通过馈线和椭圆边缘提高带宽和增益
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-31 DOI: 10.5614/j.eng.technol.sci.2023.55.1.7
Tibermacine Badreddine, H. Zahra, Guesbaya Tahar
This paper describes design procedure of a high-performance miniaturized antenna with an array configuration, which contributes to enhancing the communication system’s performance. The basic antenna features a compact size (6 x 6) mm2, and its single element is an H-shaped slotted patch printed on the top side of a Rogers RT5880 substrate, with a relative permittivity and thickness of 2.2 and 0.3 mm, respectively. The edge-to-edge distance of the 2 × 1 array antenna is 9 x 14 mm2, and the isolation between its radiation elements is 4.5 mm. To increase the capabilities of the antenna in terms of gain and bandwidth, we proceeded to use the 2 × 1 array configuration and then optimized the model via either the width of the feed line or the elliptical edges of the patch. The miniaturized array antenna achieved a peak gain of 12.56 dB, a directivity of 13.11 dBi, and a return loss of -47.52 dB at a resonance frequency of 91.5 GHz, with a radiation efficiency of more than 91% over an operating bandwidth of 15.83 GHz, ranging from 79.7 GHz to 95.6 GHz. The design and simulation results of the proposed antenna were obtained using the CST Studio software.
本文介绍了一种具有阵列结构的高性能小型化天线的设计过程,它有助于提高通信系统的性能。基本天线具有紧凑的尺寸(6 x 6) mm2,其单个元件是印刷在Rogers RT5880衬底顶部的h形槽贴片,相对介电常数和厚度分别为2.2和0.3 mm。2 × 1阵列天线的边到边距离为9 × 14mm2,其辐射元件之间的隔离度为4.5 mm。为了提高天线在增益和带宽方面的能力,我们继续使用2 × 1阵列配置,然后通过馈线的宽度或贴片的椭圆边缘来优化模型。小型化阵列天线在91.5 GHz谐振频率下的峰值增益为12.56 dB,指向性为13.11 dBi,回波损耗为-47.52 dB,在79.7 GHz ~ 95.6 GHz 15.83 GHz工作带宽范围内的辐射效率超过91%。利用CST Studio软件对天线进行了设计和仿真。
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引用次数: 1
Pixel Value Graphical Password Scheme: Analysis on Time Complexity performance of Clustering Algorithm for Passpix Segmentation 像素值图形密码方案:密码分割聚类算法的时间复杂度性能分析
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-31 DOI: 10.5614/j.eng.technol.sci.2023.55.1.6
M. Yunus, M. Isa, M. Shukran, Norshahriah Wahab, Syarifah Bahiyah Rahayu, A. F. A. Fadzlah
Passpix is a key element in pixel value access control, containing a pixel value extracted from a digital image that users input to authenticate their username. However, it is unclear whether cloud storage settings apply compression to prevent deficiencies that would alter the file's 8-bit attribution and pixel value, causing user authentication failure. This study aims to determine the fastest clustering algorithm for faulty Passpix similarity classification, using a dataset of 1,000 objects. The source code for the K-Means, ISODATA, and K-Harmonic Mean scripts was loaded into a clustering experiment prototype compiled as Clustering.exe. The results demonstrate that the number of clusters affects the time taken to complete the clustering process, with the 20-cluster setting taking longer than the 10-cluster setting. The K-Harmonic Mean algorithm was the fastest, while K-Means performed moderately and ISODATA was the slowest of the three clustering algorithms. The results also indicate that the number of iterations did not affect the time taken to complete the clustering process. These findings provide a basis for future studies to increase the number of clusters for better accuracy.
Passpix是像素值访问控制中的一个关键元素,它包含从数字图像中提取的像素值,用户输入该值以验证其用户名。然而,目前尚不清楚云存储设置是否应用压缩来防止会更改文件的8位属性和像素值的缺陷,从而导致用户身份验证失败。本研究旨在使用1000个对象的数据集,确定用于错误Passpix相似性分类的最快聚类算法。K-Means、ISODATA和K-Harmonic Mean脚本的源代码被加载到一个编译为clustering.exe的聚类实验原型中。结果表明,聚类数量会影响完成聚类过程所需的时间,20个聚类设置比10个聚类设置需要更长的时间。K-Harmonic Mean算法是最快的,而K-Means表现适中,ISODATA是三种聚类算法中最慢的。结果还表明,迭代次数不会影响完成聚类过程所需的时间。这些发现为未来的研究提供了基础,以增加聚类的数量,从而获得更好的准确性。
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引用次数: 0
An Enhanced Dynamic Spectrum Allocation Method on Throughput Maximization in Urban 5G FBMC Heterogeneous Network 城市5G FBMC异构网络吞吐量最大化的增强动态频谱分配方法
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-31 DOI: 10.5614/j.eng.technol.sci.2023.55.1.5
Nurzati Iwani Othman, Ahmad Fadzil Ismail, K. Badron, W. Hashim, M. Hasan, Sofia Pinardi
Reports have shown that the demand for data managed by wireless systems is expected to grow by more than 500 exabytes by 2025 and beyond. 5G networks are predicted to meet these demands, provided that the spectrum resources are well managed. In this paper, an enhanced dynamic spectrum allocation (E-DSA) method is proposed, which incorporates a cooperative type of game theory called the Nash bargaining solution (NBS). It was assumed that there is one primary user (PU) and two secondary users (SU) in the network and their spectrum allocation was analyzed by testing the validity of the algorithm itself by using price weight factors to control the costs of the spectrum sharing. The solution was established by combining a proposed multiplexing method called the Filter Bank Multicarrier (FBMC) for 5G configuration, with the E-DSA algorithm to maximize the throughput of a heterogeneous 5G network. It was shown that the throughputs for 5G with E-DSA implementation were always higher than those of the ones without E-DSA. The simulation was done using the LabVIEW communication software and was analyzed based on a 5G urban macro and micro network configuration to validate the heterogeneity of the network.
报告显示,到2025年及以后,对无线系统管理的数据的需求预计将增长500 EB以上。5G网络预计将满足这些需求,前提是频谱资源得到良好管理。在本文中,提出了一种增强的动态频谱分配(E-DSA)方法,该方法结合了一种称为纳什讨价还价解(NBS)的合作型博弈论。假设网络中有一个主要用户(PU)和两个次要用户(SU),并通过使用价格权重因子来控制频谱共享成本来测试算法本身的有效性来分析他们的频谱分配。该解决方案是通过将所提出的用于5G配置的称为滤波器组多载波(FBMC)的复用方法与E-DSA算法相结合来建立的,以最大限度地提高异构5G网络的吞吐量。结果表明,实施E-DSA的5G吞吐量始终高于未实施E-DSA。使用LabVIEW通信软件进行仿真,并基于5G城市宏微观网络配置进行分析,以验证网络的异构性。
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引用次数: 0
Applying Eco Enzyme to Reduce Chemical Oxygen Demand (COD) Content of Artificial River Water 应用生态酶降低人工河水的化学需氧量(COD)含量
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-31 DOI: 10.5614/j.eng.technol.sci.2023.55.1.9
Y. M. Yustiani, F. L. Nugroho, Fauzi Murtadho, Achmad Teguh Djayadisastra
Eco enzyme is claimed to improve the quality of polluted water. However, the low pH of eco enzyme solutions can acidify water. The objective of this study was to investigate the effectiveness of eco enzyme in reducing the COD of river water and its effect on the pH of sterilized synthetic river water. The effect of 0.01%, 0.5%, and 1% enzyme concentrations on the COD and pH of synthetic river water with an initial COD of 240 mg/l was investigated. The results showed that eco enzyme itself has high concentration of COD and low pH. The undiluted eco enzyme increased the COD and decreased the pH of both neutralized and non-neutralized synthetic river water. At a 1% eco enzyme concentration and neutral pH, the COD increased in the beginning of experiment and had decreased only by 31.7% after 6-8 days. The COD concentration in this steady state condition had a higher value than that of the initial COD concentration in the river water. This study showed that adding only eco enzyme to synthetic river water is not effective in reducing its COD content.
生态酶被认为可以改善污水的质量。然而,生态酶溶液的低pH值会使水酸化。本研究的目的是研究生态酶降低河水COD的有效性及其对消毒合成河水pH值的影响。研究了0.01%、0.5%和1%的酶浓度对初始COD为240mg/l的合成河水的COD和pH的影响。结果表明,生态酶本身具有较高的COD浓度和较低的pH值。未稀释的生态酶提高了中和和未中和的合成河水的COD,降低了pH值。在1%的生态酶浓度和中性pH下,COD在实验开始时增加,6-8天后仅下降31.7%。该稳定状态下的COD浓度比河水中的初始COD浓度具有更高的值。研究表明,在合成河水中仅添加生态酶并不能有效降低COD含量。
{"title":"Applying Eco Enzyme to Reduce Chemical Oxygen Demand (COD) Content of Artificial River Water","authors":"Y. M. Yustiani, F. L. Nugroho, Fauzi Murtadho, Achmad Teguh Djayadisastra","doi":"10.5614/j.eng.technol.sci.2023.55.1.9","DOIUrl":"https://doi.org/10.5614/j.eng.technol.sci.2023.55.1.9","url":null,"abstract":"Eco enzyme is claimed to improve the quality of polluted water. However, the low pH of eco enzyme solutions can acidify water. The objective of this study was to investigate the effectiveness of eco enzyme in reducing the COD of river water and its effect on the pH of sterilized synthetic river water. The effect of 0.01%, 0.5%, and 1% enzyme concentrations on the COD and pH of synthetic river water with an initial COD of 240 mg/l was investigated. The results showed that eco enzyme itself has high concentration of COD and low pH. The undiluted eco enzyme increased the COD and decreased the pH of both neutralized and non-neutralized synthetic river water. At a 1% eco enzyme concentration and neutral pH, the COD increased in the beginning of experiment and had decreased only by 31.7% after 6-8 days. The COD concentration in this steady state condition had a higher value than that of the initial COD concentration in the river water. This study showed that adding only eco enzyme to synthetic river water is not effective in reducing its COD content.","PeriodicalId":15689,"journal":{"name":"Journal of Engineering and Technological Sciences","volume":" ","pages":""},"PeriodicalIF":0.9,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45286069","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
Rapid Flood Mapping Using Statistical Sampling Threshold Based on Sentinel-1 Imagery in the Barito Watershed, South Kalimantan Province, Indonesia 基于Sentinel-1图像的印尼南加里曼丹省Barito流域统计采样阈值快速洪水制图
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-31 DOI: 10.5614/j.eng.technol.sci.2023.55.1.10
M. Priyatna, M. Khomarudin, S. Wijaya, F. Yulianto, Gatot Nugroho, P. M. Afgatiani, Anisa Rarasati, Muhammad Arfin Hussein
Flood disasters occur frequently in Indonesia and can cause property damage and even death. This research aimed to provide rapid flood mapping based on remote sensing data by using a cloud platform. In this study, the Google Earth Engine cloud platform was used to quickly detect major floods in the Barito watershed in South Kalimantan province, Indonesia. The data used in this study were Sentinel-1 images before and after the flood event, and surface reflectance of Sentinel-2 images available on the Google Earth Engine platform. Flooding is detected using the threshold method. In this study, we determined the threshold using the Otsu method and statistical sampling thresholds (SST). Four SST scenarios were used in this study, combining the mean and standard deviation of the difference backscatter of Sentinel-1 images. The results of this study showed that the second SST scenario could classify floods with the highest accuracy of 73.2%. The inundation area determined by this method was 4,504.33 km2. The first, third and fourth SST scenarios and the Otsu method could reduce the flood load with an overall accuracy of 48.37%, 43.79%, 55.5% and 68.63%, respectively. The SST scenario is considered to be a reasonably good method for rapid flood detection using Sentinel-1 satellite imagery. This rapid detection method can be applied to other areas to detect flooding. This information can be quickly produced to help stakeholders determine appropriate flood management strategies.
印尼洪水灾害频繁发生,可能造成财产损失甚至死亡。本研究旨在利用云平台提供基于遥感数据的快速洪水测绘。在这项研究中,谷歌地球引擎云平台被用于快速检测印度尼西亚南加里曼丹省巴里托流域的重大洪水。本研究中使用的数据是洪水事件前后的Sentinel-1图像,以及谷歌地球引擎平台上可用的Sentinel-2图像的表面反射率。使用阈值方法检测洪水。在本研究中,我们使用Otsu方法和统计抽样阈值(SST)来确定阈值。本研究中使用了四种SST场景,结合了Sentinel-1图像的差分后向散射的平均值和标准差。研究结果表明,第二种SST情景可以对洪水进行分类,最高准确率为73.2%。该方法确定的淹没面积为4504.33km2。第一、第三和第四SST情景和Otsu方法可以降低洪水负荷,总体准确率分别为48.37%、43.79%、55.5%和68.63%。SST场景被认为是使用Sentinel-1卫星图像进行快速洪水探测的一种相当好的方法。这种快速检测方法可以应用于其他地区的洪水检测。这些信息可以快速生成,以帮助利益相关者确定适当的洪水管理策略。
{"title":"Rapid Flood Mapping Using Statistical Sampling Threshold Based on Sentinel-1 Imagery in the Barito Watershed, South Kalimantan Province, Indonesia","authors":"M. Priyatna, M. Khomarudin, S. Wijaya, F. Yulianto, Gatot Nugroho, P. M. Afgatiani, Anisa Rarasati, Muhammad Arfin Hussein","doi":"10.5614/j.eng.technol.sci.2023.55.1.10","DOIUrl":"https://doi.org/10.5614/j.eng.technol.sci.2023.55.1.10","url":null,"abstract":"Flood disasters occur frequently in Indonesia and can cause property damage and even death. This research aimed to provide rapid flood mapping based on remote sensing data by using a cloud platform. In this study, the Google Earth Engine cloud platform was used to quickly detect major floods in the Barito watershed in South Kalimantan province, Indonesia. The data used in this study were Sentinel-1 images before and after the flood event, and surface reflectance of Sentinel-2 images available on the Google Earth Engine platform. Flooding is detected using the threshold method. In this study, we determined the threshold using the Otsu method and statistical sampling thresholds (SST). Four SST scenarios were used in this study, combining the mean and standard deviation of the difference backscatter of Sentinel-1 images. The results of this study showed that the second SST scenario could classify floods with the highest accuracy of 73.2%. The inundation area determined by this method was 4,504.33 km2. The first, third and fourth SST scenarios and the Otsu method could reduce the flood load with an overall accuracy of 48.37%, 43.79%, 55.5% and 68.63%, respectively. The SST scenario is considered to be a reasonably good method for rapid flood detection using Sentinel-1 satellite imagery. This rapid detection method can be applied to other areas to detect flooding. This information can be quickly produced to help stakeholders determine appropriate flood management strategies.","PeriodicalId":15689,"journal":{"name":"Journal of Engineering and Technological Sciences","volume":" ","pages":""},"PeriodicalIF":0.9,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45486214","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
Physicothermal and Topography Analysis of Polyurethane Modified Bitumen with Rediset for WMA Application 用于WMA应用的Rediset聚氨酯改性沥青的物热和形貌分析
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-17 DOI: 10.5614/j.eng.technol.sci.2023.55.1.4
F. H. Khairuddin, Siti Zubaidah Mohd Asri, N. Misnon, N. Yusoff, Auni Diyana Fadzil, K. Z. Ku Ahmad
The effects of modifying a 60/70 penetration grade bitumen with 3 wt% polyurethane (PU) and a Warm Mix Asphalt (WMA) additive, namely Rediset, were explored in this research. Penetration, softening point, viscosity, and ductility tests were employed for consistency testing, while the differential scanning calorimetry was used for thermal characterization. The topography and surface roughness of the modified bitumen were evaluated using atomic force microscopy. Adding PU and Rediset to the base bitumen (BB) stiffens the BB slightly, giving it a lower penetration and higher viscosity values, which improves the rutting resistance. The thermal transition of the glass temperature and melting temperature are similar to the BB. Furthermore, the addition of PU and Rediset to BB shows a clear bee structure topography in dry condition, indicating better dispersion, while in wet condition, the bee structure is mostly affected in the catana and para phase that reveals a reduced in the the wax content of the BB. The bitumen modified with PU and Rediset has a lower surface roughness than BB, making it less susceptible to moisture damage.
本研究探讨了用3 wt%聚氨酯(PU)和温拌沥青(WMA)添加剂Rediset对60/70渗透级沥青进行改性的效果。渗透性、软化点、粘度和延展性测试用于稠度测试,而差示扫描量热法用于热表征。使用原子力显微镜对改性沥青的形貌和表面粗糙度进行了评估。在基础沥青(BB)中添加PU和Rediset使BB稍微变硬,使其具有较低的渗透性和较高的粘度值,从而提高了抗车辙性。玻璃温度和熔融温度的热转变与BB相似。此外,在干燥条件下,向BB中添加PU和Rediset显示出清晰的蜂状结构形貌,表明分散性更好。而在潮湿条件下,蜂状结构主要受卡塔纳相和对位相的影响,表明BB的蜡含量降低。用PU和Rediset改性的沥青的表面粗糙度低于BB,因此不易受到水分损伤。
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引用次数: 0
Structure Simulation on Portable Commuter Bike Considering Frame Design and Materials Alternatives 考虑车架设计和材料选择的便携式通勤自行车结构仿真
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-06 DOI: 10.5614/j.eng.technol.sci.2023.55.1.2
B. Iskandriawan
Portable commuter bikes (PCBs) are needed by commuters, people who live in the suburbs of a city and whose activities are in the middle of the city or vice versa, even for longer distances. For user safety, it is mandatory to check the strength aspect of the bicycle frame structure. PCBs are not only ridden by the commuter but can also be folded to bring them along on public transportation. The PCB design also included a stool to be used by the commuter while waiting for the bus or train. The strength of the PCB structure was investigated using numerical simulations based on static load. The displacements and stresses were controlled using a variety of PCB frame designs and materials. The results of this bicycle structural inspection can guide the improvement of PCB designs in the future.
便携式通勤自行车(PCBs)是通勤者、居住在城市郊区、活动在城市中心或城市中心的人所需要的,即使是长途的人。为了用户安全,必须检查自行车车架结构的强度。多氯联苯不仅被通勤者骑着,还可以折叠起来带到公共交通工具上。PCB设计还包括一个凳子,供通勤者在等待公共汽车或火车时使用。采用基于静载荷的数值模拟方法对PCB结构的强度进行了研究。使用各种PCB框架设计和材料来控制位移和应力。该自行车结构检测的结果可以指导未来PCB设计的改进。
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引用次数: 0
Physical and Chemical Properties of Indonesian Coffee Beans for Different Postharvest Processing Methods 不同采收后加工方法对印尼咖啡豆理化特性的影响
IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-03-06 DOI: 10.5614/j.eng.technol.sci.2023.55.1.1
E. Yusibani, P. Woodfield, A. Rahwanto, M. S. Surbakti, Rajibussalim Rajibussalim, R. Rahmi
The purpose of this study was to identify the physical and chemical properties of Indonesian coffee beans for different postharvesting methods after being roasted. Several types of Indonesian export coffee, i.e., Gayo Luwak coffee, Wamena coffee, Toraja coffee, Gayo coffee, Flores coffee and Kintamani coffee, were used in the present study. Each coffee has its own aroma and taste according to the location, soil type, and land elevation. The roasting process started with preheating the roasting machine, after which the samples were roasted for about 15 minutes at 215℃ to obtain the medium-to-dark (MTD) roasting level. The physical properties measured included density, mass loss, porosity, water content, and morphology using a scanning electron microscope. The transmittance spectrum was observed by Fourier transform infrared spectroscopy (FTIR). The physical properties of the coffee were successfully measured. The bulk density varied from 0.6 to 0.7 g/cm3, and particle density was about 0.9 g/cm3 for green beans. The roasting process reduced the bulk and particle density to 0.3 g/cm3 on average and 0.8 g/cm3, respectively. The fully-washed condition gave an overlapping spectrum for green and roasted beans, which shows that the roasting process did not affect the spectrum. The results can be used to study the coffee quality resulting from different postharvest processing methods.
本研究的目的是鉴定印度尼西亚咖啡豆在烘焙后不同采后方法的物理和化学性质。本研究使用了几种类型的印尼出口咖啡,即Gayo Luwak咖啡、Wamena咖啡、Toraja咖啡、Gayo咖啡、Flores咖啡和Kintamani咖啡。根据位置、土壤类型和海拔高度,每种咖啡都有自己的香气和味道。焙烧过程从预热焙烧机开始,然后将样品在215℃下焙烧约15分钟,以获得中等至深色(MTD)的焙烧水平。使用扫描电子显微镜测量的物理性质包括密度、质量损失、孔隙率、含水量和形态。通过傅立叶变换红外光谱(FTIR)观察透射光谱。成功地测定了咖啡的物理性质。体积密度在0.6至0.7g/cm3之间变化,并且绿豆的颗粒密度为约0.9g/cm3。焙烧过程将体积密度和颗粒密度分别降低到平均0.3g/cm3和0.8g/cm3。完全洗涤的条件给出了生豆和烤豆的重叠光谱,这表明烘焙过程没有影响光谱。研究结果可用于研究不同采后加工方法对咖啡品质的影响。
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引用次数: 3
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Journal of Engineering and Technological Sciences
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