On the Efficiency of a CFD-Based Full Convolution Neural Network for the Post-Processing of Field Data

The present study aims to improve the efficiency of typical procedures used for post-processing flow field data by applying a neural-network technology.Assuming a problem of aircraft design as the workhorse,a regression calculation model for processing the flow data of a FCN-VGG19 aircraft is elaborated based on VGGNet(Visual Geometry Group Net)and FCN(Fully Convolutional Network)techniques.As shown by the results,the model displays a strong fitting ability,and there is almost no over-fitting in training.Moreover,the model has good accuracy and convergence.For different input data and different grids,the model basically achieves convergence,showing good performances.It is shown that the proposed simulation regression model based on FCN has great potential in typical problems of computational fluid dynamics(CFD)and related data processing.

Nonadiabatic Effect on the Rescattering Trajectories of Electrons in Strong Laser Field Ionization Process

The important features of the rescattering trajectories in strong field ionization process such as the cutoff of the return energy at 3.17Up and that of the final energy at 10Up are obtained, based on the adiabatic approximation in which the initial momentum of the electron is assumed to be zero. We theoretically study the nonadiabatic effect by assuming a nonzero initial momentum on the rescattering trajectories based on the semiclassical simpleman model. We show that the nonzero initial momentum will modify both the maximal return energy at collision and the final energy after backward scattering, but in different ways for odd and even number of return trajectories. The energies are increased for even number of returns but are decreased for odd number of returns when the nonzero （positive or negative） initial momentum is applied.

THE CALCULATION OF THE DENSITY FIELD FROM AXISYMMETRIC SCHLIEREN INTERFEROGRAMS BY THE IMAGE PROCESSING TECHNIQUES

The schlieren interferograms used to be analyzed in a qualitative way. In this paper, by means of the powerful computational ability and the large memory of computer; the image processing method is investigated for the digitalization of an axisymmetric schlieren interferogram and the determination of the density field. This method includes the 2-D low-pass filtering, the thinning of interferometric fringes, the extraction of physical information and the numerical integration of the density field. The image processing results show that the accuracy of the quantitative analysis of the schlieren interferogram can be improved and a lot of time can be saved in dealing with optical experimental results. Therefore, the algorithm used here is useful and efficient.

The training process： Planning for strength-power training in track and field. Part 1： Theoretical aspects

力量—爆发力训练的过程和随后的适应受多种因素影响。这其中包括运动员的基因、形态特征以及教练如何选择、安排及实施、训练和负荷模式。针对上述训练因素的适应能力很大程度上与传授模式,即项目策略有很大关系。有研究证明,运动员在训练中表现出的模式和阶段对表现结果有深远的影响。本文讨论了模块式周期性训练的概念以及田径运动中力量—爆发力训练过程的相关方法。

The training process： Planning for strength-power training in track and field. Part 2： Practical and applied aspects

在制定田径运动员力量—爆发力训练方案前,首先需要理解训练原则与训练理论。训练原则包括超负荷原则、多样性原则及专项性原则。其中每个原则都应纳入适当的训练体系中。从概念上讲,训练分期围绕训练原则,并为训练计划和方案提供有利条件,使之能够允许训练变量(如训练方法选择、训练强度和训练量)的逻辑整合和控制。运动员的适应和发展与教练员能否制定高效训练方案的能力密不可分。该能力包括:对运动如何影响生理适应和运动表现的理解(例如最大力量、力量发展和爆发力等);如何优化训练效果,确保训练能使运动潜能最大化地转变为运动表现;以及如何在适当水平(宏观、中观、微观)的变化下实施训练中的疲劳管理和运动表现的优化。

Effects of Process Parameters on the Temperature Field in Ti-6Al-4V Alloy Blade Precision Forging Process

Blade precision forging is a high temperature and large plastic deformation process. Process parameters have a great effect on temperature distribution in billet, so in this paper, by taking a Ti-6Al-4V alloy blade with a tenon as an object, the influence of process parameters on the temperature distribution in precision forging process was investigated using 3D coupled thermo-mechanical FEM （finite element method） code developed by the authors. The results obtained illustrate that： （1） the gradient of temperature distribution increases with increasing the deformation degree; （2） with increasing the initial temperature of the billet, the zones of high temperature become larger, and the gradient of temperature distribution hardly has any increase; （3） friction factors have little effect on the distribution of temperature field; （4） with increasing upper die velocity, temperature of the billet increases while the temperature gradient in billet decreases. The results are helpful to the design and optimization of the process parameters in precision forging process of Ti-alloy blade.

Source-Space Compressive Matched Field Processing for Source Localization

Source localization by matched-field processing （MFP） can be accelerated by building a database of Green＇s functions which however requires a bulk-storage memory. According to the sparsity of the source locations in the search grids of MFP, compressed sensing inspires an approach to reduce the database by introducing a sensing matrix to compress the database. Compressed sensing is further used to estimate the source locations with higher resolution by solving the β -norm optimization problem of the compressed Green＇s function and the data received by a vertieal/horizontal line array. The method is validated by simulation and is verified with the experimental data.

NUMERICAL SIMULATION OF TRANSIENT THERMAL FIELD IN LASER MELTING PROCESS

Numerical simulation of thermal field was studied in laser processing. The 3-D finite element model of transient thermal calculation is given by thermal conductive equation. The effects of phase transformation latent are considered. Numerical example is given to verify the model. Finally the real example of transient thermal field is given.

Microscopic phase-field simulation coupled with elastic strain energy for precipitation process of Ni-Cr-Al alloys with low Al content

The precipitation process of Ni-Cr-Al alloy with low Al content was studied at atomic scale based on the microscopicphase-field kinetic model coupled with elastic strain energy.The aim is to investigate the effect of elastic strain energy onprecipitation mechanism and morphological evolution of the alloy.The simulation results show that in the early stage of precipitation,D022 phase and L12 phase present irregular shape,and they randomly distribute in the matrix.With the progress of aging,L12 phaseand D022 phase change into the quadrate shape and their orientations become more obvious.In the later stage,L12 phase and D022phase present quadrate shape with round corner and align along the[100]and[010]directions,and highly preferential selectedmicrostructure is formed.The mechanism of early precipitation of L12 phase in Ni-17%Cr-7.5%Al(mole fraction)alloy is the mixedstyle of non-classical nucleation growth and spinodal decomposition and the D022 phase is the spinodal decomposition.Themechanisms of early precipitation of L12 phase and D022 phase in Ni-12.5%Cr-7.5%Al alloy are both the non-classical nucleationand growth.The coarsening process follows the rule of preferential selected coarsening.

Role of XUV Photons in Atomic High-Order Above-Threshold Ionization Processes in IR+XUV Two-Color Laser Fields

We investigate the above-threshold ionization of an atom in a combined infrared （IR） and extreme ultraviolet （XUV） two-color laser field and focus on the role of XUV field in the high-order above-threshold ionization （HATI） process. It is demonstrated that, in stark contrast to previous studies, the XUV laser may play a significant role in atomic HATI process, and in particular, the XUV laser can accelerate the ionized electron in a quantized way during the collision between the electron and its parent ion. This process cannot be explained by the elassical three-step model Our results indicate that the previously well-established concept that HATI is an elastic recollision process is broken down.

The entanglement of two dipole-dipole coupled atoms interacting with a thermal field via a two-photon process

This paper studies entanglement between two dipole-dipole coupled atoms interacting with a thermal field via a two-photon process. It shows that the entanglement is dependent on the mean photon number of the thermal field and the dipole-dipole interaction. The results also show that the atom-atom entanglement through the two-photon process is larger than that through the one-photon process and a remarkable amount of entanglement between the atoms still remains at certain times even for a very highly noisy thermal field.

New approach for obtaining the time-evolution law of a chaotic light field in a damping gaining-process

A new approach for studying the time-evolution law of a chaotic light field in a damping-gaining coexisting process is presented. The new differential equation for determining the parameter of the density operator p（t） is derived and the solution of f for the damping and gaining processes are studied separately. Our approach is direct and the result is concise since it is not necessary for us to know the Kraus operators in advance.

CO_(2)快速吞吐提高页岩油采收率现场试验

页岩油注CO_(2)吞吐提高采收率技术处于探索阶段,目前面临着CO_(2)与页岩储层及流体相互作用机制不明确、数值模拟技术不成熟、缺乏规模注采及低成本回收工艺等技术难题。为探索页岩油注CO_(2)提高采收率主控机理,以苏北盆地溱潼凹陷古近系阜宁组二段页岩油为对象开展了超临界CO_(2)水岩反应实验,分析了高温高压条件下页岩矿物溶蚀作用及其对孔隙度和渗透率的影响,并通过注CO_(2)恒质膨胀实验、最小混相压力测试评价了地层超压条件下注CO_(2)后原油高压物性变化特征,并在此基础上开展考虑多因素数值模拟研究优化了设计注入参数,最终通过矿场试验验证了技术可行性。研究结果表明:(1) CO_(2)水岩反应以碳酸质矿物溶蚀占主导,长英质矿物部分溶解,生成中大孔隙;(2)在地层原油中注入适量的CO_(2),显著萃取了原油中间烃组分,原油黏度从5.151 mPa·s下降到1.250 mPa·s,且CO_(2)首先萃取轻烃组分,随生产时间增加萃取组分逐渐变为重烃;(3)基于人工压裂与天然缝网混合介质组分数模模型,优化设计单井吞吐注气量1.7×10~4 t,注气速度500~600 t/d,焖井时间50 d;(4)低压侧加热的页岩油CO_(2)吞吐地面工艺,可依据CO_(2)注入地面工艺多参数数据模型,实现精准控温,避免注入管线冻堵及井下油管和套管材料低温脆断问题;(5)产出气CO_(2)浓度高于80%时,采用气相回收直注工艺,实现产出气回收成本降至104元/t。结论认为,CO_(2)快速吞吐有效提高了页岩油采收率,形成的机理认识和技术系列可为页岩油注CO_(2)吞吐开发提供参考和借鉴。

Multivariate stationary non-Gaussian process simulation for wind pressure fields

Stochastic simulation is an important means of acquiring fluctuating wind pressures for wind induced response analyses in structural engineering. The wind pressure acting on a large-span space structure can be characterized as a stationary non-Gaussian field. This paper reviews several simulation algorithms related to the Spectral Representation Method （SRM） and the Static Transformation Method （STM）. Polynomial and Exponential transformation functions （PSTM and ESTM） are discussed. Deficiencies in current algorithms, with respect to accuracy, stability and efficiency, are analyzed, and the algorithms are improved for better practical application. In order to verify the improved algorithm, wind pressure fields on a large-span roof are simulated and compared with wind tunnel data. The simulation results fit well with the wind tunnel data, and the algorithm accuracy, stability and efficiency are shown to be better than those of current algorithms.

基于现场可编程门阵列的水果识别系统设计

针对目前大多数水果识别系统实时性差和成本较高的问题,本文提出一种基于现场可编程门阵列(FPGA)的水果识别系统。整体硬件设计包含图像采集、检测识别和显示模块。软件部分通过图像采集平台将水果图像存储至双倍数据率同步动态随机存储器(DDR3)控制模块,进行图像灰度化处理,并创造性地提出背景帧差法对水果图像进行分割。通过融合水果颜色和几何特征,实现对水果数量、颜色和种类的识别。整个水果识别系统在不同光照下对常见水果进行了测试。实验结果表明,水果平均识别准确率达到93.25%,识别速度约为16.67 ms,FPGA硬件资源消耗率仅占28.02%,可以满足实时性需求。

方坯直轧工艺下连铸坯温度场均匀性及切坯工艺优化

对方坯直轧工艺下连铸坯温度场和初生晶粒演化进行数值模拟,并根据计算结果对连铸坯切坯顺序进行优化。结果表明:随着连铸拉速的提高,连铸方坯表面温度和心表温差逐渐增大,心部等轴晶区也逐渐扩大;拉速对连铸坯初生晶粒取向的影响较小;连铸坯定尺对铸坯头尾温差的影响较大,在拉速不变的情况下,连铸坯定尺每增加1 m,头尾温差增大约10.5℃。方坯直轧工艺生产采用非定尺切坯策略,可以有效减小连铸拉速波动对出坯生产节奏的影响。

一种从新闻报道中构建突发事件应急处置过程的方法

为了让民众更加清楚地了解突发事件的应急处置过程,提高政府公信力,提出并实现了一种从新闻报道中构建突发事件应急处置过程的方法.将应急措施看作三元组,构建训练语料,采用条件随机场(CRF)模型抽取三元组的元素,然后将应急措施按时间排序得到应急处置过程.所设计的基于CRF的三元组抽取模型的准确率为99.6%、精确率为93.8%、召回率为76.2%、F1值为84.1%.同时,通过对比抽取的应急处置过程和人工构建的应急处置过程可知抽取效果完全达到了实用水平.所提出的方法能自动准确地生成突发事件应急处置过程,为突发事件应急处置科学决策提供技术支持.

基于数值模拟和双响应面的FSD-AM预热工艺参数优化

为了实现摩擦表面沉积增材制造(FSD-AM)工艺预热阶段耗棒金属材料充分软化,形成均匀的温度场,以AA6061为耗棒、AA2024为基板,基于ABAQUS/Explicit建立了FSD-AM三维完全热力耦合模型,采用双响应面方法对FSD-AM预热阶段的工艺参数进行了优化。通过单因素试验确定旋转速度、下压速度及预热时间的工艺窗口,利用Box-Behnken响应面法,以耗棒底端中心温度与其熔点的比值及耗棒底端中心温度与基板温度差的绝对值为双响应值进行工艺参数优化,采用优化的工艺参数,使耗棒在预热阶段得到充分软化,而且耗棒与基板的温度差较小,为稳定沉积阶段提供了良好的预热效果。

现场工艺工程师专业课程项目式教学体系研究与构建

分析了数控技术专业课程教学体系设置及实施中存在的“专业人才培养标准与产业人才需求标准匹配度不够”、“教学内容设计与现场工程师生产技术升级不匹配”等问题,提出构建现场工艺工程师专业课程项目式教学体系应当依据的原则与思路。以本校现场工艺工程师项目为例,创设“双轨制”专业课程项目式教学体系,为现场工程师能力素养的提升,培养目标的达成,提供了精准支撑,对提高高职教育教学质量、加快高职工科类专业专业课程建设,具有较强的指导意义。