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A Novel Technique to Classify the Network Data by Using OCC with SVM 一种基于OCC和SVM的网络数据分类新技术
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000201
N. Raghavendra Sai, N. Raghavendrasai, K. SatyaRajesh
-One class grouping perceives the target class from each and every unique class using simply getting ready data from the goal class. One class characterization is fitting for those conditions where oddities are not spoke to well in the preparation set. One-class learning, or unsupervised SVM, goes for confining data from the beginning stage in the high-dimensional, pointer space (not the main marker space), and is an estimation used for special case area. Bolster vector machine is a machine learning method that is for the most part used for data examining and design perceiving. Bolster vector machines are overseen learning models with related learning counts that separate data and perceive plans, used for grouping and relapse examination. In the present paper, we are going to introduce a mixture characterization strategy by coordinating the "neighborhood Support Vector Machine classifiers" with calculated relapse strategies; i.e. using a separation and vanquish technique. The estimation container starting of crossover technique presentednow is still in Support Vector Machine Watchwords: Logistic Regression, SVM, one class classifier.
-一个类分组从每个独特的类中感知目标类,只需从目标类中获取准备好的数据。一个类的特征是适合那些在准备集中没有很好地谈到奇怪的情况。单类学习,或无监督支持向量机,用于将数据从高维指针空间(而不是主要标记空间)的开始阶段限制在高维指针空间中,并且是用于特殊情况区域的估计。支持向量机是一种机器学习方法,主要用于数据检查和设计感知。支持向量机是有监督的学习模型,具有分离数据和感知计划的相关学习计数,用于分组和复发检查。在本文中,我们将引入一种混合表征策略,通过协调“邻域支持向量机分类器”和计算的复发策略;即使用分离和征服技术。目前提出的跨界估计容器启动技术仍停留在支持向量机的关键词:逻辑回归、支持向量机、一类分类器。
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引用次数: 4
New Analysis Methodology to Evaluate the Environmental Factors and the Deterioration of Metallic Surfaces in the Electronics Industry 电子工业中环境因素与金属表面劣化的新分析方法
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000214
F. R. Moreno, S. Cordova, Héctor Alej, R. Molina, Homero Jaime Rodríguez Centeno, G. Badilla
Based on the use of industrial and computing engineering tools, a new method was developed with a VEGAM matrix for the rapid and effective detection of the effects of the environment (climate and air pollution) on equipment and machines used in the electronics industry. This was done with a staff developed by experts from the National Technological Institute based in the Technological Institute of Mexicali, obtaining an efficiency of 95% in its application in the electronic industry of the city of Mexicali.
基于工业和计算工程工具的使用,开发了一种新的方法,使用VEGAM矩阵快速有效地检测环境(气候和空气污染)对电子工业中使用的设备和机器的影响。这是由设在墨西卡利技术研究所的国家技术研究所的专家开发的工作人员完成的,在墨西卡利市的电子工业中,其应用效率达到95%。
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引用次数: 0
Design of Multivariable Controller PI for Propulsion Control System of a Maglev Train EMS 磁悬浮列车推进控制系统多变量控制器PI的设计
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000209
Bahman Ghrbani Vagheie, Mansoure sheikhy
In this paper, based on PI design principles for multivariate systems, a control system is designed that can meet the control requirements such as tracking velocity and regulating stator current with considering effects of suspension system on propulsion system. The dynamical model of linear synchronous motor with DC excitation used in the EMS maglev trains for propulsion is presented. In this system, the magnetizing inductances in the direction of the d and q axes are dependent on suspension air gap. So, by changing the suspension air gap from its desired value due to disturbances, these parameters change and consequently affect the performance of the motor, and the motor will be deviated from work point and the train will not follow its desired speed. The control system designed can compensate effects suspension system on propulsion system. Finally, the simulations confirm the performance of this controller.
本文基于多变量系统的PI设计原理,在考虑悬架系统对推进系统影响的情况下,设计了一种能够满足速度跟踪、定子电流调节等控制要求的控制系统。建立了用于电磁磁悬浮列车推进的直流励磁直线同步电动机的动力学模型。在该系统中,d轴和q轴方向的磁化电感依赖于悬浮气隙。因此,由于干扰使悬架气隙偏离其期望值,这些参数发生变化,从而影响电机的性能,使电机偏离工作点,使列车不能按照期望速度运行。所设计的控制系统可以补偿悬架系统对推进系统的影响。最后通过仿真验证了该控制器的性能。
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引用次数: 0
Automatic Segmentation of Leukocytes for the Detection of Leukemia Using a New Computing Algorithm 一种用于白血病检测的白细胞自动分割新算法
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000204
A. Kanakaraj, Om Prakash
Hematological disorders refer to the diseases caused with the changes in blood cells or blood system such as Leukemia, Anemia, Malaria and Azotemia. Leukocytes are the cells of immune system derived in the bone marrow as hematopoietic stem cell. The presence of immature cells changes the granularity and geometry of leukocytes. Detection of white blood cells plays an important role in the diagnosis of diseases like leukemia. Features such as nucleus and cytoplasm area, average color co-ordinates and number of pixels in the nuclear perimeter are used. Accurate classification of human blood cells plays a decisive role in the diagnosis and treatment of diseases. Hematological disorders refer to the diseases caused with the changes in blood cells or blood system such as Leukemia, Anemia, Malaria and Azotemia. This paper explores the techniques used in the automatic segmentation of leukocytes using a new computing technique.
血液病是指由于血细胞或血液系统的改变而引起的疾病,如白血病、贫血、疟疾、氮血症等。白细胞是来源于骨髓的免疫系统细胞,是造血干细胞。未成熟细胞的存在改变了白细胞的粒度和形状。白细胞的检测在白血病等疾病的诊断中起着重要作用。使用核和细胞质面积、平均颜色坐标和核周长像素数等特征。人体血细胞的准确分类对疾病的诊断和治疗起着决定性的作用。血液病是指由于血细胞或血液系统的改变而引起的疾病,如白血病、贫血、疟疾、氮血症等。本文探讨了一种新的计算技术在白细胞自动分割中的应用。
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引用次数: 1
Enhancing Mechanical Property of Al7075 by Using Elliptical Cross- Sectioned Spiral Equal-Channel Extrusion: Experimental, Numerical and Optimization Approach 椭圆横截面螺旋等径挤压提高Al7075的力学性能:实验、数值和优化方法
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000205
M. G. Mouziraji, H. G. Menghari, M. Hosseinzade, J Shahbazi Karami, D. Wei, J. Maktoubian
More recently, several studies have been done to improve the mechanical properties of materials. During this period, various methods of SPD (severe plastic deformation (SPD)) have been used to produce Ultra-Fine-Grain (UFG) materials. One of the pioneers in replacing SPD is the elliptical cross-sectional flattened extrusion (ECSEE). In the present study, an optimal combination of the process parameters of the ECSEE method, such as the torsional angle, ellipticity and elliptical diameter ratio, to obtain the maximum effective pressure and minimum punch force, as well as the minimum subsequent error in the cross section of the ABAQUS Software for modeling Numeric done. Due to the design of the central composite test, models of punch force response levels, effective pressure and subsequent error are generated through FE simulation. The simulation results showed that the effective strain was significantly affected by the rotation angle, diameter ratio and channel length. After two ECSEE courses, power ranged from 384 MPa to 340 MPa and its life span was reduced from 15% to 8%. Also, the FEM results indicate that the amount of effective pressure on the surface is greater than the center of the ECSEE pen. The results showed that the torsional angle of 120°, the length of the diameter of 16 and the ratio of the axis to 1.45, the optimal solution give the desired quality characteristics.
最近,为了提高材料的机械性能,已经进行了几项研究。在此期间,各种SPD(剧烈塑性变形(SPD))方法被用于生产超细颗粒(UFG)材料。取代SPD的先驱之一是椭圆横截面扁平挤压(ECSEE)。在本研究中,ECSEE方法的最优组合工艺参数,如扭转角、椭圆度和椭圆直径比,以获得最大有效压力和最小冲孔力,以及最小的后续误差,在ABAQUS软件中进行建模数值模拟。由于中心复合试验的设计,通过有限元模拟生成冲孔力响应水平、有效压力及后续误差模型。仿真结果表明,旋转角度、直径比和通道长度对有效应变有显著影响。经过两次ECSEE课程后,功率范围从384 MPa到340 MPa,寿命从15%降低到8%。同时,有限元分析结果表明,ECSEE笔芯表面的有效压力大于笔芯中心。结果表明,当扭矩为120°,长度为直径16,轴线比为1.45时,最优解给出了所期望的质量特性。
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引用次数: 2
Experimental and Finite Element Investigation of Forward Slip in Rod Rolling and the Influences on Rolled Bars Process 棒材轧制前滑移及其对轧制过程影响的实验与有限元研究
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000212
Hassan Arroni, Menghari Gh, J. Khojasteh, M. G. Mouziraji, S. Mouloodi
Phenomenon of forward slip during the rod rolling occurs due to the fact that roller and rod are moved. Over forward slip causes elongation and often compaction in the rod and also failure in the end manufacture of the rod. In this investigation, by employing finite element method, a three-dimensional simulation is performed on the No-Twist mill process in the rod rolling. Some notable points such as the geometry extraction of rolling line of end product, rod velocity during rolling, neutral angle, height on neutral plane, and forward slip in No-twist mills are studied. Furthermore, an investigation of influential parameters such as coefficient friction between the roller and the rod, initial velocity, initial rod temperature, and the roller rotation velocity on the forward slip are carried out. Eventually, the contour of stress and temperature distribution during the rod as well as in rolling path is studied. Moreover, in order to obtain the mechanical properties of desired steel, the standard models of hot tensile experiment are performed. In addition, in order to attain the different strain rates, a simple tensile experiment are performed. It can be concluded that as the strain rate increases, the yield point and the ultimate tensile strength point increases and decreases, respectively. Moreover, the modulus of elasticity decreases by increasing the temperature. In addition, three-dimensional simulation of rod rolling in No-Twist mill process, a discussion on the simulation results, and computation of forward slip and other parameters were done by ABAQUS/Explicit v.6.14 software.
在轧制过程中,由于辊与杆的运动而产生正向滑移现象。过度向前滑移导致杆的伸长和经常压实,也导致杆的最终制造失败。本文采用有限元方法,对棒材轧制过程中的无捻轧机过程进行了三维模拟。研究了无捻轧机中成品轧制线几何形状提取、轧制过程中棒材速度、中性角、中性面高度、前滑移等问题。此外,还研究了滚轮与杆之间的摩擦系数、初始速度、杆初始温度和滚轮转速等参数对前滑移的影响。最后,对棒材和轧制过程中的应力和温度分布进行了研究。此外,为了获得所需钢的力学性能,进行了热拉伸试验的标准模型。此外,为了获得不同的应变速率,进行了简单的拉伸实验。可以得出,随着应变速率的增大,屈服点和极限抗拉强度点分别增大和减小。此外,弹性模量随温度的升高而降低。利用ABAQUS/Explicit v.6.14软件对无捻轧机棒材轧制过程进行了三维仿真,对仿真结果进行了讨论,并计算了前滑移等参数。
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引用次数: 1
Object Detection Algorithm in Underground Mine Based on Sparse Representation 基于稀疏表示的地下矿山目标检测算法
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000210
Yan Lu, Qin Huang
This paper puts forward an improved K-SVD object detection algorithm for the problem of multiple noise sources in underground mine video. Firstly, the background modeling is applied in the video; then, the improved non-local mean filtering algorithm is used to enhance the image quality; finally, the improved image is processed by the sparse representation algorithm to further detect the moving object. In order to verify the effectiveness of the proposed algorithm, the algorithm and other algorithms are applied to video object detection in two different scenarios. The experimental results show that, in the underground mine video, the proposed algorithm can increase the accuracy by more than 8% compared with the traditional K-SVD algorithm, and the proportion of error points decreases by about 25%. Better detection of the moving object is achieved by the proposed algorithm.
针对矿山井下视频中多噪声源的问题,提出了一种改进的K-SVD目标检测算法。首先,对视频进行背景建模;然后,采用改进的非局部均值滤波算法增强图像质量;最后,利用稀疏表示算法对改进后的图像进行处理,进一步检测运动目标。为了验证所提算法的有效性,将该算法与其他算法分别应用于两种不同场景下的视频目标检测。实验结果表明,在井下视频中,与传统的K-SVD算法相比,该算法的精度提高了8%以上,误差点的比例降低了25%左右。该算法对运动目标的检测效果较好。
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引用次数: 2
Improvement of Oxidation Resistance of Inconel 600 Alloy by Pack Cementation Process 用包埋法提高Inconel 600合金的抗氧化性能
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000208
I. A. Alkadir, M. Jawhar
The aim of this paper is to improve the oxidation resistance of Inconel 600 alloy by diffusion coating. In this study, (Si and Al) and (Al, Si and Y2 O3 ) were simultaneously deposited by cementation process into Inconel 600 alloy at 1120°C for the different times (2,4,6,8)hours. The pack powder mixture consists of 18Al-8Si-2NH4 Cl-72Al2 O3 (wt.%) for silicon modified aluminide diffusion coating and replaced 1% from Al2 O3 by Y2 O3 for yttria doped silicon modified aluminide diffusion coating. Cyclic oxidation was carried out at 50 hours at 900°C, 5 hours for each cycle. The results showed that the coatings microstructure consists of two layers: outer layer and inter-diffusion zone. The best oxidation resistance was found for the deposition by yttria-doped silicon modified aluminide diffusion coating from 6-8 hours of coating time. The phases formed after cyclic oxidation for both coated type and uncoated of Inconel 600 alloy are Ni, NiO, NiFe2 O4 , (Cr,Fe)2 O3 , AlNi, CrO3 , α-Al2 O3 , and Y4 Al2 O9
本文的目的是通过扩散涂层提高因科乃尔600合金的抗氧化性能。在本研究中,(Si和Al)和(Al, Si和y2o3)在1120°C的不同时间(2,4,6,8)h内同时通过胶结工艺沉积到Inconel 600合金中。包粉混合物由18Al-8Si-2NH4 cl - 72al2o3 (wt.%)组成,用于硅改性铝化物扩散涂层,用y2o3代替1%的al2o3用于钇掺杂硅改性铝化物扩散涂层。在900℃下循环氧化50小时,每次循环5小时。结果表明:涂层的显微组织由两层组成:外层和扩散间区。在6 ~ 8小时的涂层时间内,掺钇硅改性铝化物扩散涂层的抗氧化性能最好。包覆型和未包覆型Inconel 600合金循环氧化后形成的相分别为Ni、NiO、nife2o4、(Cr,Fe) 2o3、AlNi、CrO3、α- al2o3和Y4 al2o9
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引用次数: 3
SDE Model for Wave Propagation Prediction in Complex Environments 复杂环境中波传播预测的SDE模型
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000203
Lu Guizhen, Cao Zhi
The accurate prediction for wave propagation field is very important in wireless communication, which can improve the quality in the wireless communication. However, the field prediction in complex environments is a not easy problem. In order to improve the accuracy of field prediction, many methods are presented. The stochastic differential (SDE) method is presented to study the wave propagation in the complexed environment. First, the SDE model is constructed for the wave propagation. Then the simulation parameters in the SDE model are explained and determined to improve the loss prediction of wave propagation. The field experiment is performed in the Guomao and Xijiao area in Beijing. The SDE method is used to analyze the experiment data. The simulation is performed and the simulation results show the SDE model can give more reasonable prediction for the complexed propagation environment.
在无线通信中,波传播场的准确预测是提高无线通信质量的重要手段。然而,复杂环境下的现场预测并不是一件容易的事情。为了提高现场预测的精度,提出了多种方法。提出了用随机微分(SDE)方法研究复杂环境中波的传播问题。首先,建立了波传播的SDE模型。然后对SDE模型中的仿真参数进行了解释和确定,以提高对波传播损耗的预测。田间试验在北京国贸和西郊地区进行。采用SDE方法对实验数据进行分析。仿真结果表明,对于复杂的传播环境,SDE模型能给出更合理的预测。
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引用次数: 4
Directional Yagi Uda Antenna for VHF Applications VHF应用的定向八木田天线
Pub Date : 2018-01-01 DOI: 10.4172/0976-4860.1000211
M. P. Reddy
This paper describes the design of a 6 element Yagi Uda antenna for VHF band applications. It consists of a dipole, reflector and four directors. The design frequency (165 MHz) is chosen at the middle of the VHF band (30 to 300 MHz). Increasing the height of the reflector significant improvement in gain and directivity is achieved. The antenna is designed and simulated in CST microwave studio.
本文介绍了一种用于甚高频应用的六元八木田天线的设计。它由一个偶极子、反射器和四个导向器组成。设计频率(165 MHz)选择在VHF频段(30 ~ 300 MHz)的中间位置。增加反射器的高度,显著改善了增益和指向性。在CST微波工作室对天线进行了设计和仿真。
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引用次数: 6
期刊
International journal of advancements in computing technology
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