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Mean-shift Object Tracking Algorithm with Systematic Sampling Technique 基于系统采样技术的均值偏移目标跟踪算法
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2021-04-30 DOI: 10.7454/MST.V25I1.3789
Y. Bandung, Aris Ardiansyah
Mean shift is a fast object tracking algorithm that only considers pixels in an object area, hence its relatively small computational load. This algorithm is suitable for use in real-time conditions in terms of execution time. The use of histograms causes this algorithm to be relatively resistant to rotation and changes in object size. However, its resistance to lighting changes is not optimal. This study aims to improve the performance of the algorithm under lighting changes and reduce its processing time. The proposed technique involves the use of sampling techniques to reduce the number of iterations, optimization of candidate search object locations using simulated annealing, and addition of tolerance parameter to optimize object location search and area-based weighting instead of the Epanechnikov kernel. The results of the one-tail t-test with two independent sample groups reveal that the average performance of the proposed algorithm is significantly better than that of the traditional mean-shift algorithm in terms of resistance to lighting changes and processing time per video frame. In the test involving 999 frames of video images, the average processing time of the proposed algorithm is 83.66 ms, whereas that of the traditional mean-shift algorithm is 116.86 ms.
Mean shift是一种快速的目标跟踪算法,它只考虑目标区域内的像素,因此计算量相对较小。从执行时间上看,该算法适合在实时条件下使用。直方图的使用使得该算法相对抵抗旋转和对象大小的变化。然而,它对光线变化的抵抗力并不是最佳的。本研究旨在提高算法在光照变化下的性能,缩短算法的处理时间。所提出的技术包括使用采样技术来减少迭代次数,使用模拟退火来优化候选搜索对象的位置,以及添加公差参数来优化目标位置搜索和基于区域的加权来代替Epanechnikov核。两个独立样本组的单尾t检验结果表明,该算法在抵抗光照变化和每视频帧处理时间方面的平均性能明显优于传统的mean-shift算法。在涉及999帧视频图像的测试中,本文算法的平均处理时间为83.66 ms,而传统mean-shift算法的平均处理时间为116.86 ms。
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引用次数: 0
Improving the Intellectual and Social Development of Children with Autism: Design of a Training Center for Autism 促进自闭症儿童的智力和社会发展——自闭症培训中心的设计
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2021-04-30 DOI: 10.7454/MST.V25I1.3920
H. Jalalian
Research on the relationship between the role of architecture and the psychology of children with autism, which indicates that appropriate environments for these children can have a significant effect on their healthcare process, has been recently conducted. However, statistics show that autism spectrum disorders are pervasive, and its extent in Iran has been increasing. Moreover, centers that are specifically designed for children with autism are limited, and paradigms are made without considering the mood of these children. Given the role of architecture in designing a suitable space for these children, an investigation that can identify the specific requirements of these children from the architectural perspective is necessary. This research aims to design spaces that, in addition to providing relief to children, can provide a proper platform for intellectual development, social development, and promotion of social interactions. The purpose of this study is to design a training center for children with autism under 5 years old. Most of the spaces considered in the physical program have been designed to be flexible and capable of converting into spaces for children aged 5 to 14 years. The design of the center needs to take into account the qualitative criteria to build a sense of security and attachment so that it can be a place for the development and evolution of education for children with autism and the improvement of the social relationships of these children.
最近对自闭症儿童的建筑作用和心理之间的关系进行了研究,这表明为这些儿童提供合适的环境会对他们的医疗保健过程产生重大影响。然而,统计数据显示,自闭症谱系障碍普遍存在,其在伊朗的程度一直在增加。此外,专门为自闭症儿童设计的中心是有限的,并且在制定模式时没有考虑这些儿童的情绪。鉴于建筑在为这些儿童设计合适空间方面的作用,有必要进行一项调查,从建筑的角度确定这些儿童的具体要求。这项研究旨在设计空间,除了为儿童提供救济外,还可以为智力发展、社会发展和促进社会互动提供适当的平台。本研究的目的是为5岁以下的自闭症儿童设计一个培训中心。物理项目中考虑的大多数空间都设计得很灵活,能够转换为5至14岁儿童的空间。该中心的设计需要考虑建立安全感和依恋感的定性标准,以便成为自闭症儿童教育的发展和演变以及改善这些儿童社会关系的场所。
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引用次数: 0
Numerical Study of a Buckling Restrained Brace (BRB) in Steel Structures and Comparison with a Convergent Ordinary Brace (OCB) Under Static and Dynamic Loading 钢结构屈曲约束支撑(BRB)的数值研究及与普通收敛支撑(OCB)在静、动荷载作用下的比较
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2021-04-30 DOI: 10.7454/MST.V25I1.3908
Fatemeh Habibpour
Bulk metallic glass (BMG) has good mechanical strength, high hardness, wear resistance, and corrosion resistance with promising application in various industries. However, for the industrial production of BMG, the main issue is how to overcome limitations of joining with other materials. The present study focuses on solder processing at low operating temperature to avoid exceeding the recrystallization temperature. A feasible joining process for BMG was developed using lead-free solders. The BMG surface is pre-plated with copper, nickel, or titanium as a wetting layer. The reaction temperature is set between the glass transition temperature of BMG and the melting point of the solder. After a reflowing and aging process, the joint sample was examined using SEM, EDS, EPMA, and XRD. The Cu–Zr based BMG can be successfully joined with Sn-58Bi solder after plating Cu on the BMG surface. A diffusion layer was observed and the thickness increased with longer aging time. The main components of the diffusion layer are ZrO2 and Cu10Zr7.
大块金属玻璃(BMG)具有良好的机械强度、高硬度、耐磨性和耐腐蚀性,在各个行业都有很好的应用前景。然而,对于BMG的工业生产来说,主要问题是如何克服与其他材料连接的局限性。本研究的重点是在低操作温度下对焊料进行处理,以避免超过再结晶温度。开发了一种可行的使用无铅焊料的BMG连接工艺。BMG表面预镀有铜、镍或钛作为润湿层。反应温度设定在BMG的玻璃化转变温度和焊料的熔点之间。在回流和老化过程之后,使用SEM、EDS、EPMA和XRD检查接头样品。在BMG表面镀Cu后,可以用Sn-58Bi焊料成功连接Cu–Zr基BMG。观察到扩散层,并且厚度随着老化时间的延长而增加。扩散层的主要成分是ZrO2和Cu10Zr7。
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引用次数: 0
ISO 9001:2015 Risk-based Thinking: A Framework using Fuzzy-Support Vector Machine ISO 9001:2015基于风险的思维:使用模糊支持向量机的框架
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.7454/mst.v24i3.3944
Ralph Sherwin A. Corpuz
Risk-based thinking (RBT) is one of the distinct new features of the International Organization for Standardization 9001:2015. Interestingly, the standard does not prescribe any tools. Hence, organizations are puzzled as to the extent of conformance. Some organizations have adopted formal tools. However, these tools seem insufficient in linking the standard into an evidence-based decision support system. To resolve gaps in RBT implementation, this paper proposes a framework based on fuzzy inference system (FIS) and support vector machine (SVM) to automate risk analysis and evaluation, proposal and verification of action plans, and prediction of the feasibility of risks and opportunities according to text patterns. Modeling results indicate that the framework has no significant difference in terms of accuracy compared with the conventional method. Both FIS-1 and FIS-2 models, however, are statistically significantly faster at 3.26 and 1.15 s, respectively. Meanwhile, the SVM model, whose text classification features are not evident in the conventional method, has a 97.16% classification accuracy and 2.6% confusion error during training, and 95% classification accuracy during testing. Results affirm that FIS and SVM are efficient tools in feasibly conforming with the RBT requirements of the ISO 9001:2015 international standard.
基于风险的思维(RBT)是国际标准化组织9001:2015的一个明显的新特征。有趣的是,该标准没有规定任何工具。因此,组织对一致性的程度感到困惑。一些组织已经采用了正式的工具。然而,这些工具似乎不足以将标准与基于证据的决策支持系统联系起来。为了解决RBT实施中的不足,本文提出了一种基于模糊推理系统(FIS)和支持向量机(SVM)的框架,根据文本模式自动进行风险分析和评估、行动计划的提出和验证、风险和机会的可行性预测。建模结果表明,该框架与传统方法在精度上没有显著差异。然而,fis1和fis2模型的速度分别为3.26秒和1.15秒,具有统计学意义上的显著提高。同时,SVM模型的文本分类特征在传统方法中不明显,训练时的分类准确率为97.16%,混淆误差为2.6%,测试时的分类准确率为95%。结果表明,FIS和SVM是符合ISO 9001:2015国际标准RBT要求的有效工具。
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引用次数: 3
A Density Functional Theory Study on using Montmorillonite to Reduce Air Pollution 蒙脱石减少大气污染的密度泛函理论研究
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.7454/mst.v24i3.3592
T. Wungu, M. Yusfi, S. Suprijadi
In this study, density functional theory (DFT) method is used to investigate the possibility of using a smectite clay mineral called montmorillonite (MMT) in reducing heavy metals, such as Cd, through Cd adsorption. The mechanism of Cd adsorption in MMT is observed theoretically, and the tetrahedrally isomorphic substitution on the upper layer of MMT is considered to observe the role of Al and Fe in strengthening Cd adsorption. Two types of MMT are modeled in this study: Al-MMT and Fe-MMT. The Al-MMT means that Al substitutes one atom in the upper tetrahedral layer of MMT, while Fe-MMT means that Fe substitutes one atom in the upper tetrahedral layer of MMT. According to the DFT calculation, Cd is adsorbed relatively strongly to Al-MMT compared with Fe-MMT, with Cd adsorption energy of –4.55 eV and –2.43 eV for Al-MMT and Fe-MMT, respectively. The density-of-state analysis shows that Cd helps reduce the gap between the highest valence-band energy and lowest conduction-band energy of Al-MMT and Fe-MMT. Thus, Cd/Al-MMT and Cd/Fe-MMT behave in a manner similar to a semiconductor.
在这项研究中,密度泛函理论(DFT)方法被用于研究使用蒙脱石粘土矿物蒙脱土(MMT)在减少重金属,如Cd,通过Cd吸附的可能性。从理论上观察了MMT对Cd的吸附机理,并考虑了MMT上层的四面体同构取代,观察了Al和Fe对Cd的强化吸附作用。本研究建立了两种类型的MMT模型:Al-MMT和Fe-MMT。Al-MMT表示Al取代了MMT上部四面体层中的一个原子,Fe-MMT表示Fe取代了MMT上部四面体层中的一个原子。根据DFT计算,与Fe-MMT相比,Al-MMT对Cd的吸附较强,Al-MMT和Fe-MMT对Cd的吸附能分别为-4.55 eV和-2.43 eV。态密度分析表明,Cd有助于减小Al-MMT和Fe-MMT的最高价带能和最低导带能之间的差距。因此,Cd/Al-MMT和Cd/Fe-MMT的行为方式类似于半导体。
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引用次数: 1
Mechanical Alloying-assisted Coating of Fe–Al Powders on Steel Substrate 机械合金化辅助铁基铝基粉末涂层
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.7454/mst.v24i3.3690
A. Noviyanto, S. Harjanto, W. Widayatno, A. Wismogroho, M. I. Amal, N. Rochman
The coating layer of Fe–Al powders on the steel substrate was prepared by mechanical alloying at room temperature. Fe, Al, and the steel substrates were milled with high-energy ball milling for 32 h with a ball-to-powder ratio of 8 in an argon atmosphere to prevent oxidation during milling. Although mechanical alloying was performed for 32 h, no new phases were observed after mechanical alloying, as analyzed by X-ray diffraction. However, the crystallite size of the milled powders for 32 h decreased by factor two compared with the initial powders. Scanning electron micrographs showed that the coating layers formed >8 h after mechanical alloying. The intermetallic Fe3Al formed after the substrate was annealed at 500 °C.
在室温下通过机械合金化在钢基体上制备了Fe–Al粉末涂层。Fe、Al和钢基材在氩气气氛中以球粉比为8的高能球磨方式研磨32小时,以防止研磨过程中的氧化。尽管机械合金化进行了32小时,但通过X射线衍射分析,在机械合金化后没有观察到新相。然而,与初始粉末相比,研磨32小时的粉末的晶粒尺寸减小了2倍。扫描电子显微照片显示,涂层在机械合金化后>8h形成。基底在500°C下退火后形成的金属间Fe3Al。
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引用次数: 1
Ionic Conductiviy of Alginate-NH4Cl Polymer Electrolyte 海藻酸盐- nh4cl聚合物电解质的离子电导率
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.7454/mst.v24i3.3841
Nurhasniza Mamajan Khan, Noor Saadiah Mohd Ali, Ahmad Faizrin Ahmad Fuzlin, A. S. Samsudin
This study aims to produce a solid biopolymer electrolyte (SBE) by doping ammonium chloride (NH4Cl) into alginate. Solution casting was used to prepare the alginate–NH4Cl SBE system. Electrical impedance spectroscopy was performed to analyze the electrical properties of the SBE under the applied frequency range of 50 Hz–1 MHz. The incorporation of 8 wt.% NH4Cl enhances the ionic conductivity of the SBE up to 3.18 × 10 -7 S/cm at ambient room temperature. Fourier transform infrared spectroscopy shows that complexation occurs between the hydroxyl (-OH), carboxylate (COO ) and ether linkage (C-O-C) functional groups due to the formation of interand intra-molecular hydrogen bonds between the biopolymer and the ionic dopant. The dielectric constant and dielectric loss increase with increasing dopant composition, thereby increasing the number of charge carriers and ionic mobility.
本研究旨在通过在海藻酸盐中掺杂氯化铵(NH4Cl)制备固体生物聚合物电解质(SBE)。采用溶液铸造法制备了海藻酸盐- nh4cl SBE体系。采用电阻抗谱法分析了SBE在50hz - 1mhz应用频率范围内的电学特性。8 wt.% NH4Cl的加入使SBE在室温下的离子电导率达到3.18 × 10 -7 S/cm。傅里叶红外光谱分析表明,由于生物聚合物与离子掺杂剂之间形成分子间和分子内氢键,羟基(-OH)、羧酸(COO)和醚键(C-O-C)官能团之间发生络合作用。随着掺杂成分的增加,介电常数和介电损耗增加,从而增加载流子数量和离子迁移率。
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引用次数: 5
Use of Viscoplastic Damper for Improving the Resistance of Steel Frames to Blast Loading 粘塑性阻尼器在提高钢架抗爆破荷载中的应用
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.7454/mst.v24i3.3907
G. Abdollahzadeh, Hadi Faghihmaleki, H. H. Jamnani, Atefeh Ebrahimi Bardar
In this paper, we evaluated the effect of viscoplastic dampers on the response of steel frames under blast loading. We used SAP2000 software and link elements to investigate the responses of nine-story steel frames with and without dampers. The proposed viscoplastic damper is a new type of viscous damper. The application of this damper is based on the availability of its constituent materials. The damper acts as a viscoelastic damper at low levels of vibration, but it acts as a combination of viscoelastic operator and metal-yielding device at extreme levels of vibration. With respect to the height of the structure, the need for the correct distribution is underlined, which is addressed by developing a non-uniform loading at the height of the structure. We used A.T.-Blast software program to measure the required parameters to calculate the pressure coming from the blast. The comparison of the simulation results with and without dampers demonstrated about 33% reduction in responses with respect to the top floor displacements and about 59% reduction in modeling the nine-story steel frame with brass and bending moments at column bases, which represents the optimal operation of viscoplastic damper in steel frame under blast loading. It is demonstrated that using viscoplastic damper with brace improves the blast resistance of structures.
在本文中,我们评估了粘塑性阻尼器对钢框架在爆炸荷载下的响应的影响。我们使用SAP2000软件和链接单元来研究有阻尼器和没有阻尼器的九层钢框架的响应。所提出的粘塑性阻尼器是一种新型的粘性阻尼器。这种阻尼器的应用是基于其组成材料的可用性。该阻尼器在低振动水平下充当粘弹性阻尼器,在极端振动水平下充当粘弹性操作器和金属屈服装置的组合。关于结构的高度,强调了正确分布的必要性,这是通过在结构的高度开发非均匀载荷来解决的。我们使用at - blast软件程序测量所需参数,以计算爆炸产生的压力。与不加阻尼器的模拟结果相比,对顶层位移的响应降低了33%左右,对带有黄铜的九层钢框架的响应降低了59%左右,这代表了钢框架中粘塑性阻尼器在爆炸荷载下的最佳运行状态。结果表明,采用带支撑的粘塑性阻尼器可以提高结构的抗震性。
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引用次数: 0
Influence of the Shaping Process on the Tensile Properties of Steel Reinforcement Bars Carbon Steel Grades BJTP24 and BJTS40 成型工艺对BJTP24和BJTS40级钢筋拉伸性能的影响
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.7454/mst.v24i3.3914
N. Handika, R. A. Idhar, J. Sjah, E. Arijoeni, E. Tjahjono
According to the current applicable national standard in Indonesia, i.e. SNI 07 2529 1991, in addition to the limitation on the loading rate, the steel bar must be reduced, formed, or lathed, as part of the shaping process of samples. This study determined and compared the effect of the shaping process on the yield strength, ultimate strength, and percent elongation by conducting tensile tests of steel bar grade BJTS40, i.e. deformed bar type of steel, and grade BJTP24, i.e., plain bar type of steel. Three diameters of the deformed bar (BJTS40) and one diameter of the plain bar (BJTP24) were used. Samples of the bars were taken randomly from a local distributor in the Greater Jakarta area. Each 1 m of the bar is divided into two, i.e. one end being the non-shaped sample and the other end being the shaped sample. Tensile tests of these two sides were conducted. This study determined that the shaping process influences the results of the tensile test, particularly the variation of percent elongation. Moreover, the effects of the shaping process can be inferred from the high coefficients of variation of yield strength (4.33%) and ultimate strength (2.40%) of the shaped sample. The results of this study, which elucidate the effects of the shaping process on tensile tests, can be used as an information resource in engineering practice.
根据印尼现行适用的国家标准SNI 07 2529 1991,在试样成形过程中,除了对加载速率有限制外,还必须对钢筋进行减小、成形或车床加工。本研究通过对变形棒型钢BJTS40和平棒型钢BJTP24进行拉伸试验,确定并比较了成形工艺对屈服强度、极限强度和伸长率的影响。采用三种直径的变形棒(BJTS40)和一种直径的普通棒(BJTP24)。从大雅加达地区的一个当地经销商那里随机抽取了这些巧克力棒的样本。每1m的棒材分成两部分,一端为非形样,另一端为形样。对这两边进行了拉伸试验。本研究确定了成形工艺对拉伸试验结果的影响,特别是伸长率的变化。此外,成形过程的影响可以从成形试样的屈服强度(4.33%)和极限强度(2.40%)的高变异系数中推断出来。研究结果阐明了成形过程对拉伸试验的影响,可作为工程实践中的信息资源。
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引用次数: 0
Performance of Free-space Optical Communication Systems using Optical Amplifiers under Amplify-forward and Amplify-received Configurations 使用光放大器的自由空间光通信系统在放大前向和放大接收配置下的性能
IF 0.2 Q4 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2020-12-20 DOI: 10.7454/mst.v24i3.3648
U. Darusalam, A. Raj, Fitri Yuli Zulkifli, P. Priambodo, E. Rahardjo
With the growth of digital technology in the stage of industrial revolution 4.0, the demand for broadcasting large amounts of information to last mile users has increased. Free-space optical (FSO) communication is one of the telecommunication platforms that has shown immense potential in meeting the demand for information broadcasting. In this work, the performance of FSO communication based on wavelength division multiplexing with a data rate of 80 Gbps is investigated through simulations. The configuration of optical amplifiers in the FSO system is set up on the basis of the amplifyforward and amplify-received configurations to expand the network. The investigation is aimed at identifying the best optical signal amplification between an erbium-doped fiber amplifier (EDFA) and a semiconductor optical amplifier (SOA) under an atmospheric channel. Simulation results show that the EDFA performs better than the SOA in terms of the optical signal amplification for eight channels of the C band. The maximum optical propagation path length under the atmospheric channel for the amplify-forward and -received schemes using the EDFA is 1.7 km, with the bit error rate achieved at 10 −6 .
随着数字技术在工业革命4.0阶段的发展,向最后一英里用户广播大量信息的需求也在增加。自由空间光通信是在满足信息广播需求方面显示出巨大潜力的电信平台之一。本文通过仿真研究了数据速率为80Gbps的基于波分复用的FSO通信的性能。FSO系统中光放大器的配置是在放大前向和放大接收配置的基础上设置的,以扩展网络。该研究旨在确定大气信道下掺铒光纤放大器(EDFA)和半导体光放大器(SOA)之间的最佳光信号放大。仿真结果表明,对于C波段的八个通道,EDFA在光信号放大方面优于SOA。使用EDFA的放大前向和接收方案在大气信道下的最大光传播路径长度为1.7km,误码率达到10−6。
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引用次数: 9
期刊
Makara Journal of Technology
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