车辆路径优化问题论文（含论文源程序）

本资源为基于BP神经网络的PID连续控制系统Simulink仿真模型，BP神经网络学习算法通过S-function函数编写，各个参数已调好，可完美运行。如有怀疑，请浏览我的博客：基于BP神经网络PID控制+Simulink仿真 地址：https://blog.csdn.net/weixin_42650162/article/details/90678503

Attention-based LSTM for Aspect-level Sentiment Classification 论文代码作者： Yequan Wang Minlie Huang Li Zhao Xiaoyan ZHu

MATLAB下求两幅图像的峰值信噪比（PSNR）。讨厌在网上下到骗分的东西。小程序，保证能运行。

FPGA上运行人脸识别源代码，This project attempts to realize a face detector using Voila-Jones algorithm. The reference C model is borrowed from [5kk73 GPU Assignment 2012](https://sites.google.com/site/5kk73gpu2012/assignment/viola-jones-face-detection), with some modify to fit hardware implementation and fixed

multisim仿真模拟电路全集，内含许多种模拟电路仿真

本程序为应用Matlab编写，基于递推最小二乘法进行系统参数识别的仿真。

猪场供料自动控制系统，由根据猪舍内单元塞链的启动条数自动控制下料电机的频率控制下料多少。

采用COMSOL软件，对平面变压器的仿真过程进行叙述，让大家了解平面变压器的仿真流程，是个很好的指导教材Solved with COMSOL Multiphysics 5.0Results and discussionThe magnetostatic analysis yields an inductance of 0. 1l mH and a dc resistance of0. 29 mQ2. Figure 2 shows the magnetic flux density norm and the electric potentialdistributionvolume: Coil potentiaL()Volume: Magnetic flux density norm (t▲0.07▲2.88×10-42.51.50.03050.01V656×107v0igure 2: Magnetic flux density norm and electric potential distribution for themagnetostatic analysisIn the static (DC) limit, the potential drop along the winding is purely resistive andcould in principle be computed separately and before the magnetic flux density iscomputed. When increasing the frequency, inductive effects start to limit the currentand skin effect makes it increasingly difficult to resolve the current distribution in thewinding. At sufficiently high frequency, the current is mainly flowing in a thin layernear the conductor surface. When increasing the frequency further. capacitive effectscome into play and current is flowing across the winding as displacement currentdensity. When going through the resonance frequency, the device goes from behavingas an inductor to become predominantly capacitive. At the self resonance, the resistivelosses peak due to the large internal currents Figure 4 shows the surface current3 MODELING OF A 3D INDUCTORSolved with COMSOL Multiphysics 5.0distribution atl MHz. Typical for high frequency the currents are displaced towardsthe edges of the conductor.freq(1)=1.0000E6_Surfaee: Surface-current density norm (A/)▲18618Q16010￥1.02Figure 3: Surface current density at I MHz (below the resonance frequency)Figure 4 shows how the resistive part of the coil impedance peaks at the resonancefrequency near 6MHz whereas Figure 5 shows how the reactive part of the coiimpedance changes sign and goes from inductive to capacitive when passing throughthe resonance4 MODELING OFA3DINDUCTORSolved with COMSOL Multiphysics 5.0Global: Lumped port impedance(Q2)d port impedance7.5G6.583275655545352510.10.20.30.40.509igure 4: Real part of the electric potential distribution5 MODELING OF A INDUCTORSolved with COMSOL Multiphysics 5.0Global: Lumped port impedance(Q2)35000Lumped port impedance200001000050000500010000-1500020000250000.10.20.30.40.50.60.70.809Figure 5: The reactive part of the coil impedance changes sign hen passing through theresonance frequency, going from inductive to capacitiveModel library path: ACDC_Module/Inductive_ Devices_and_coils/inductor 3dFrom the file menu. choose newNEWI In the new window click model wizardMODEL WIZARDI In the model wizard window click 3D2 In the Select physics tree, select AC/DC> Magnetic Fields(mf)3 Click Add4 Click StudyMODELING OF A3D NDUCTORSolved with COMSOL Multiphysics 5.05 In the Select study tree, select Preset Studies>StationaryGEOMETRYThe main geometry is imported from file. Air domains are typically not part of a CaDgeometry so they usually have to be added later. For convenience three additionaldomains have been defined in the CAd file. These are used to define a narrow feed gapwhere an excitation can be appliedport l(impl)I On the model toolbar, click Import2 In the Settings window for Import, locate the Import section3 Click Browse4 Browse to the models model library folder and double-click the filenductor 3d. mphbinSphere /(sphl)I On the Geometry toolbar, click Sphere2 In the Settings window for Sphere, locate the Size section3 In the Radius text field, type 0.2ick to expand the Layers section. In the table, enter the following settingsLayer nameThickness(m)ayer0.055 Click the Build All Objects buttonForm Union(fin)i On the Geometry toolbar, click Build AllClick the Zoom Extents button on the Graphics toolbar7 MODELING OF A 3D INDUCTORSolved with COMSOL Multiphysics 5.03 Click the Wireframe Rendering button on the Graphics toolbarThe geometry should now look as in the figure below0.1-0.10.20.0.0.1y0.0.2Next, define selections to be used when setting up materials and physics Start bdefining the domain group for the inductor winding and continue by adding otheruseful selectionsDEFINITIONSExplicitI On the Definitions toolbar, click Explicit2 In the Settings window for Explicit, in the Label text field, type Winding3 Select Domains 7,8 and 14 onlyI On the Definitions toolbar, click Explicit2 In the Settings window for Explicit, in the Label text field, type Gap3 Select domain 9 onlI On the Definitions toolbar, click Explicit8 MODELING OF A3DINDUCTORSolved with COMSOL Multiphysics 5.02 In the Settings window for Explicit, in the Label text field, type core3 Select Domain 6 onlyExplicit 4I On the Definitions toolbar, click Explicit2 In the Settings window for Explicit, in the Label text field, type InfiniteElements3 Select Domains 1-4 and 10-13 onlyExplicit 5I On the Definitions toolbar, click Explicit2 In the Settings window for Explicit, in the Label text field, type Non-conducting3 Select Domains 1-6 and 9-13 onlyI On the Definitions toolbar, click Explicit2 In the Settings window for Explicit, in the Label text field, type Non-conductingwithout Ie3 Select Domains 5, 6, and 9 only.Infinite Element Domain /(iel)Use infinite elements to emulate an infinite open space surrounding the inductorI On the definitions toolbar click Infinite element domain2 In the Settings window for Infinite Element Domain, locate the Domain Selectionsection3 From the Selection list. choose Infinite Elements4 Locate the Geometry section From the Type list, choose SphericalNext define the material settingsADD MATERIALI On the Model toolbar, click Add Material to open the add Material window2 Go to the Add material window3 In the tree, select AC/DC>Copper.4 Click Add to Component in the window toolbar9 MODELING OF A 3D INDUCTORSolved with COMSOL Multiphysics 5.0MATERIALSCopper(mat/)I In the Model Builder window, under Component I(comp l)>Materials click Copper(matD)2 In the Settings window for Material, locate the Geometric Entity Selection section3 From the Selection list, choose windingADD MATERIALI Go to the Add Material window2 In the tree. select built-In>Air3 Click Add to Component in the window toolbarMATERIALSAir(mat2I In the Model Builder window, under Component I(comp l)>Materials click Air(mat2)2 In the Settings window for Material, locate the Geometric Entity Selection section3 From the Selection list, choose Non-conductingThe core material is not part of the material library so it is entered as a user-definedmateriaMaterial 3(mat3)I In the Model Builder window, right-click Materials and choose Blank Material2 In the Settings window for Material, in the Label text field, type Core3 Locate the geometric Entity Selection section4 From the selection list choose Core5 Locate the Material Contents section. In the table, enter the following settingsPropertName Value Unit Property groupElectrical conductivity sigma0S/IBasicRelative permittivity epsilonrBasicRelative permeability mur1e3Basic6 On the model toolbar. click Add Material to close the Add Material windowMAGNETIC FIELDS (MF)Select Domains 1-8 and 10-14 only0MODELING OF A 3D INDUCTOR

从事科研或者工程的人员在文档撰写过程中，常需要将文献中的曲线与自己的结果对比，为获取原始数据，一种常用的办法是手动描点，即将原始曲线放大然后打印出来，选取一定数量的点，读出其横纵坐标，然后重绘。对于较为平坦的曲线，这种方法当然可行，但当曲线数量增加，曲线变化复杂，这种方法工作量可想而知。前段时间由于原始数据丢失，仅剩几十幅图片，本人尝试过手动描点，经历几个小时奋战，实在无法继续，索性转向matlab，借助其强大的数据处理能力，编写了两个GUI的小软件image2data、data_poly提取数据，如今大功告成，遂于大家分享。坐标轴标定按下面板上的按钮进行图像放大,按钮恢复初始显示大小,钮采用鼠标拖动图像按钮退出放大或者拖动的鼠标操作模式,空格键表示取点操作,键表示删除上一次取点操作,状态栏的显示当前鼠标取点总数目(注意,初始点数为,然后存处个坐标轴标定坐标,剩余用来存储曲线坐标)。值得指山的是,每次放大或者拖动桨作完毕后,必须按下按钮,才能用空格键进行取点操作。匹回图00.400.351 MHz足0.300.2530 MHz0.20frequency>100 MHz型30681012141618REVERSE VOLTAGE (VFigure 1. RF Capacitance vs ReverseBias. HSMP-3810 Series图坐标轴定标曲线描点按照上述操作反复进行图像放大、拖动、取点,状态栏的和用于显示当前坐标(注紊,这个坐标图像坐标,轴方向向下,后面坐标变换需要考虑),下图给出了描点完毕后的曲线,可以看出取点基本代表了曲线的全部信息。0.45E0400351 MHz0.3002530 MHZ.frequency> 100 MHzpr/。no0.1568101214161820REVERSE VOLTAGE (V)Figure 1. RF Capacitance vs Reversem[1Bias. hsMP-3810 Series图曲线描点数据处理及存储。按下按钮,描点后的曲线会显示在图像当中,按下按钮,程序自动进行坐标转换,得到所有描点的真实坐标,按卜按钮,使会生成一个文木,数据记录其和按钮下都有文本输入框,本别代表输入文本和存储文本的名称,不带后缀)。045"z55sd0.351M3002530 MHafrequency>100 MHz0.1502468101214161820REVERSE VOLTAGE (VFigure l. RF Capacitance vs Reversese4Bias. HsMP-3810 Series图拟合曲线效果记事本巴回囟文件〕编辑巴)格式迫!查看y1帮助)6,6ag15-92h432562gP-6811.18153B60-91488g2c-8912.15288c-E914.81Q68c-691.93177一Bg1571882c-6E-8Ube-出14.168y!:e-Uk1面=363211g-9g1py9py6-6817.99日969e-B914。394g55e-919.6696599e-B913.941218e-0911.119913-Bg3.E786699g-6511.36361243.779192-6811,5邵3777e十3.71813e-6117699899e+053.6164171e-6911_97了5775巴十B035小B725-6612-3111uB!g318286-B12.了7阳7P??5"24"9236P-R13.12096E5e+gs2502的9e-6613.526859e-E日31756187e-651391427562B9.1158646e-6814_287193.806E87ge-651h。47785F7eB98,38E17e-61↓816F877e+2.9877229e-6615.342g3B6e-Eg2.92049e-6615,6428g1eB9g2.B86ge6168697eBgg28616e-816652032cE9g78786ggc-691图数据记录文本数据后处理由于以上数据是于动选取的,故分布不够均匀,下面我们通过数据拟合,然后重新采样得到等间距的数据(可能大家会问,为什么两个功能不做在起呢?数据拟合是个比较味烦的事情,本组曲线采用多项式拟合即可,可对于更多的曲线采用指数函数、正弦函数等才能得到比较好的结果中的工具箱就包含了很多的拟合函数,为避免重复工作,仅绵写了这个小软件用来数据拟合再采样,其他的拟合就靠了)。运行代表多项式拟合的阶数(一般就够用了),代表重新釆样的数据个数,其他几个就不用解释了,默认输入文本为输出文本为,数据拟合结果如下图所示Xmax 23 ymax045fing图数据拟合再采样结果至此,数据提取过程完毕,可能操作上有些不便(毕竞只是小T具而已),但比起于动描点的速度和精度,可谓小巫见大巫。软件编写要点这两个小软件从构思到完成大概用了两大,功能的完成绝大部分归功」丰富的函数库和方便的,其中用到的主要函数上要有列衣如下,更详的介绍请参阅文档。表主要函数列表除了上述函数的掌握之外,还需要对的数据结构和函数响应有一定的理解,在此就不多讲了(多看相关例程就明白了)。编写程序之前,首先心中要有一个框架,做些什么,怎么做,顺序如何等。本软件的结构如下图所示:导入图像创建数据结构坐枟轴定标曲线描点坐标变換数据后处彐:拟合、重新采样、存储图程序沇程示意导入图像程序段:创建数据结构程序段坐标轴定标及坐标变换:数据后处理代码段附录3.1描点数据列表数据拟合结果3.3、重新采样数据列表

ENVI5.0SP3是新版本的遥感影像处理软件，有新的软件界面，添加了许多新功能，还可以读取Landsat8数据