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Research and implementation of non-linear management and monitoring system for classified information network 分类信息网络非线性管理与监控系统的研究与实现
IF 8.3 Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0254
Jun He
Abstract In order to better realize the secret-related information monitoring system, an algorithm based on a nonlinear network is proposed and is combined with the traditional algorithm. This article mainly analyzes the theory of nonlinear networks, designs and trains new network parameters according to their own needs, and combines the nonlinear network as a feature extractor with the existing intrusion detection and wandering detection algorithms, which greatly improves the recognition ability of traditional algorithms. The main feature of a nonlinear network is that it can extract the positional features of objects from the network while also extracting object features, that is, positioning and classification are realized in the same network. As a feature extractor, this network can not only have a higher recognition rate than background difference, hog, and other algorithms but also have a greater ability to extract position information than other convolutional neural networks. The successful application of nonlinear production network systems in TV stations at all levels has greatly improved the editing and production capability and efficiency of TV programs. How to ensure the safe, reliable, stable, orderly, and efficient operation of nonlinear production network systems requires vendors and TVS Taiwan technical staff to jointly conduct in-depth research and summarize their findings. In this article, from the perspective of TV users, information components in nonlinear production network systems are analyzed, including class, title management mode, storage space management, material management, security management, and workflow management in nonlinear systems. Make some analysis, discussion, and summaries of network system and operation management problems. The experimental results show that the nonlinear algorithm in this article has a significant advantage over the original tracking algorithm; that is, most tracking algorithms do not have the ability of category recognition during the initial tracking process, which means that these tracking algorithms cannot accurately know what they are tracking. Because the nonlinear network has the ability to output categories, whether it is initial tracking or tracking loss recovery, nonlinearity has fundamentally better advantages than other tracking algorithms. Therefore, it can be predicted that there is a strong recognition ability in the later monitoring and wandering detection. It has been proved that the nonlinear algorithm can be effectively applied to the secret information monitoring system.
摘要为了更好地实现涉密信息监控系统,提出了一种基于非线性网络的算法,并将其与传统算法相结合。本文主要分析了非线性网络的理论,根据自己的需要设计和训练新的网络参数,并将非线性网络作为特征提取器与现有的入侵检测和漫游检测算法相结合,大大提高了传统算法的识别能力。非线性网络的主要特点是可以在提取目标特征的同时,从网络中提取目标的位置特征,即在同一网络中实现定位和分类。作为特征提取器,该网络不仅具有比背景差分、hog等算法更高的识别率,而且具有比其他卷积神经网络更强的位置信息提取能力。非线性制作网络系统在各级电视台的成功应用,极大地提高了电视节目的编辑制作能力和效率。如何保证非线性生产网络系统安全、可靠、稳定、有序、高效地运行,需要厂商与TVS台湾技术人员共同进行深入研究,总结研究成果。本文从电视用户的角度,分析了非线性制作网络系统中的信息构成,包括非线性系统中的类别、标题管理模式、存储空间管理、素材管理、安全管理和工作流管理。对网络系统和运营管理问题进行分析、讨论和总结。实验结果表明,本文提出的非线性跟踪算法相对于原有的跟踪算法具有明显的优势;也就是说,大多数跟踪算法在最初的跟踪过程中不具备类别识别的能力,这意味着这些跟踪算法不能准确地知道自己在跟踪什么。由于非线性网络具有输出类别的能力,无论是初始跟踪还是跟踪损失恢复,非线性从根本上比其他跟踪算法具有更好的优势。因此,可以预见在后期的监测和流浪检测中有较强的识别能力。实验证明,该非线性算法可以有效地应用于保密信息监控系统。
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引用次数: 0
An iterative approach using Sawi transform for fractional telegraph equation in diversified dimensions 多维分数阶电报方程的Sawi变换迭代求解方法
IF 8.3 Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0285
Mamta Kapoor, Samanyu Khosla
Abstract In the present study, 1D, 2D, and 3D fractional hyperbolic telegraph equations in Caputo sense have been solved using an iterative method using Sawi transform. These equations serve as a model for signal analysis of electrical impulse transmission and propagation. Along with a table of Sawi transform of some popular functions, some helpful results on Sawi transform are provided. To demonstrate the effectiveness of the suggested method, five examples in 1D, one example in 2D, and one example in 3D are solved using the proposed scheme. Error analysis comparing approximate and exact solutions using graphs and tables has been provided. The proposed scheme is robust, effective, and easy to implement and can be implemented on variety of fractional partial differential equations to obtain precise series approximations.
摘要本文利用Sawi变换的迭代方法求解了Caputo意义下的一维、二维和三维分数双曲型电报方程。这些方程可作为电脉冲传输和传播的信号分析模型。并给出了一些常用函数的Sawi变换表,给出了一些关于Sawi变换的有用结果。为了验证该方法的有效性,使用该方案求解了5个一维算例、1个二维算例和1个三维算例。给出了用图形和表格比较近似解和精确解的误差分析。该方法鲁棒、有效、易于实现,可对多种分数阶偏微分方程实现精确的级数逼近。
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引用次数: 0
Research on the artificial control method of the gas nuclei spectrum in the small-scale experimental pool under atmospheric pressure 大气压下小型实验池气体核谱的人工控制方法研究
Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0296
Meicheng Yang, Lijia Yang, Daojiang Li, Zhiyong Jiang, Shuo Hou, Haichao Li
Abstract With the improvement of the accuracy of experimental devices and measuring instruments, cavitation experiments such as cross-media vehicles and propellers have been carried out in small pools. However, the water quality in the laboratory and the engineering application waters differs, especially the concentration of the gas nuclei that cause cavitation, resulting in experimental results that differ from prototype experimental results, and the scale effect occurs. In order to reduce the influence of the scale effect, according to the conditions of cavitation, gas nuclei can be mixed with water before the experiment is formally implemented. Aeration behavior will affect the size and concentration of gas nuclei (gas nuclei spectrum) in water. In order to obtain better experimental results, it is necessary to clarify the variation of the gas nuclei spectrum in small-scale experimental pools before and after aeration, so as to master aeration technology. Through research, it is found that the artificial aeration method can effectively change the gas nuclei spectrum in water and increase the concentration of gas nuclei. By using the underwater acoustic measurement method, the change in the gas nuclei spectrum can be captured sensitively. The gas nuclei spectrum in water after aeration is in good agreement with the mathematical model of gas nuclei spectrum under non-artificial intervention, which shows that the distribution of gas nuclei in water under artificial aeration is similar to that under non-artificial intervention, which is conducive to the occurrence of cavitation. At the same time, it shows that the combination of experiment and numerical method can reduce the measuring state and the measurement cost and improve the measurement efficiency.
随着实验装置和测量仪器精度的提高,跨介质车辆和螺旋桨等空化实验已经在小水池中进行。但由于实验室水质与工程应用水体不同,尤其是引起空化的气核浓度不同,导致实验结果与原型实验结果不同,出现尺度效应。为了减少尺度效应的影响,在实验正式实施之前,可以根据空化条件将气核与水混合。曝气行为会影响水中气核的大小和浓度(气核谱)。为了获得更好的实验结果,有必要弄清小规模实验池在曝气前后的气核谱变化,从而掌握曝气技术。通过研究发现,人工曝气方法可以有效地改变水中气核谱,提高气核浓度。利用水声测量方法,可以灵敏地捕捉到气体核谱的变化。曝气后水中气核谱与非人工干预下气核谱的数学模型吻合较好,说明人工曝气下水中气核分布与非人工干预下相似,有利于空化的发生。同时,实验与数值方法相结合可以降低测量状态,降低测量成本,提高测量效率。
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引用次数: 0
Dynamical structures of wave front to the fractional generalized equal width-Burgers model via two analytic schemes: Effects of parameters and fractionality 分数阶广义等宽- burgers模型的波前动力结构的两种解析格式:参数和分数阶的影响
Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0328
Mst. Razia Pervin, Harun-Or- Roshid, Alrazi Abdeljabbar, Pinakee Dey, Shewli Shamim Shanta
Abstract This work focuses on the fractional general equal width-Burger model, which describes one-dimensional wave transmission in nonlinear Kerr media with combined dispersive and dissipative effects. The unified and a novel form of the modified Kudryashov approaches are employed in this study to investigate various analytical wave solutions of the model, considering different powers of nonlinearity in the Kerr media. As a result, a wide range of structural solutions, including trigonometric, hyperbolic, rational, and logarithmic functions, are formulated. The achieved solutions present a kink wave, a collision of kink and periodic peaked soliton, exponentially increasing wave profiles, and shock with a dark peaked wave. The obtained solutions are numerically demonstrated for specific parameter values and general parametric powers of nonlinearity. We analyzed the effect of existing parameters on the obtained wave solutions with numerical graphics. Moreover, the stability of the model is analyzed with a perturbed system. Furthermore, a comparison with published results in the literature is provided, highlighting the differences and similarities. The achieved results showcase the diversity of structural solutions obtained through the proposed approaches.
本文研究了分数阶一般等宽- burger模型,该模型描述了非线性Kerr介质中具有色散和耗散复合效应的一维波传输。本研究采用统一的和一种新颖形式的修正Kudryashov方法来研究模型的各种解析波解,考虑Kerr介质中非线性的不同幂次。因此,广泛的结构解决方案,包括三角,双曲,有理,和对数函数,被公式化。所得到的解表现为扭结波、扭结波与周期峰孤子的碰撞、呈指数增长的波廓以及暗峰波激波。对非线性的特定参数值和一般参数幂进行了数值验证。用数值图形分析了现有参数对得到的波浪解的影响。此外,还对模型的稳定性进行了摄动分析。此外,与已发表的文献结果进行了比较,突出了差异和相似之处。所取得的结果展示了通过所提出的方法获得的结构解决方案的多样性。
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引用次数: 2
An effective framework to improve the managerial activities in global software development 一个有效的框架,以提高管理活动在全球软件开发
Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0312
Saba Siddique, Muhammad Naveed, Atif Ali, Ismail Keshta, Muhammad Islam Satti, Azeem Irshad, Zakaria Alomari, Onome Christopher Edo, Oladapo Ayodeji Diekola
Abstract Global Software Development (GSD) is a contemporary approach to software development that offers numerous advantages, including enhanced cost-effectiveness and timely delivery. It enables access to a vast pool of skilled developers and facilitates the exchange of best practices and innovative ideas within the software industry. However, effective project management plays a vital role in ensuring successful product development. Organizations that achieve project success consistently adhere to well-defined project management methodologies, resulting in desired outcomes within predefined time frames and allocated resources. The success rate of software projects significantly increases with diligent software management efforts. Nevertheless, the distributed nature of GSD presents significant challenges related to collaboration, information dissemination, and process control, which ultimately impede effective development and compromise software quality. In this study, we identify various challenges associated with the GSD process and propose strategies to overcome obstacles to effective project management. Additionally, we introduce a comprehensive framework designed to enhance managerial activities in GSD.
全球软件开发(GSD)是一种现代的软件开发方法,它提供了许多优点,包括增强的成本效益和及时的交付。它使我们能够接触到大量熟练的开发人员,并促进了软件行业内最佳实践和创新思想的交流。然而,有效的项目管理在确保成功的产品开发中起着至关重要的作用。获得项目成功的组织始终坚持定义良好的项目管理方法,在预定义的时间框架和分配的资源内产生期望的结果。随着勤奋的软件管理工作,软件项目的成功率显著提高。然而,GSD的分布式特性提出了与协作、信息传播和过程控制相关的重大挑战,这些挑战最终阻碍了有效的开发并损害了软件质量。在本研究中,我们确定了与GSD过程相关的各种挑战,并提出了克服有效项目管理障碍的策略。此外,我们引入了一个全面的框架,旨在加强GSD的管理活动。
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引用次数: 1
Overlapping grid SQLM for third-grade modified nanofluid flow deformed by porous stretchable/shrinkable Riga plate 多孔可拉伸/可收缩Riga板变形的三级改性纳米流体流动的重叠网格SQLM
IF 8.3 Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0276
M. Mkhatshwa, M. Khumalo
Abstract The improvement in thermal performance of fluid and the control of energy loss are equitably significant. Therefore, the purpose of this study is to analyze entropy generation, stagnation point flow, and thermal characteristics of non-Newtonian third-grade modified hybrid nanofluid generated by a stretchable/shrinkable Riga plate in a porous medium with varying flow viscosity. In this analysis, a modification of hybrid nanofluid is considered by using pure water as a base fluid and three various nanomaterials (aluminium oxide, copper, and nickel) as nanoparticles in the characterization of heat transfer. Furthermore, the contribution of heat source/sink and viscous dissipation are accounted for in the model. The suited transformations are enforced to remodel the governing mathematical equations to produce ordinary differential equations that are conveniently tackled via spectral quasilinearization method (SQLM) along with the overlapping grid idea to yield numerical solutions. The preference of this approach over others has been justified through discussion of error bound theorems, residual and solution errors, computational time, and conditioning of matrices. The physical significance of disparate governing parameters on flow variables, velocity gradient, thermal rate, and entropy generation are scrutinized through graphs and tables. Crucial findings of the study include that temperature of the modified hybrid nanofluid enhances quickly (better thermal conductor) than temperature of single nanofluid, hybrid nanofluid, and conventional third-grade fluid for higher Biot number, variable viscosity, and heat source parameters. Mass suction enhances fluid flow and physical quantities of interest, but suppresses the fluid temperature. An increase in variable fluid viscosity, modified Hartmann number, and third-grade parameters enhances the wall drag coefficient while lowering the rate of heat transfer, and the opposite is true for porous media. More entropy is generated in the system by high variable fluid viscosity, suction, viscous dissipation, modified Hartman number, and non-Newtonian parameters. Owing to high velocity and temperature associated with modified hybrid nanoparticles, modified hybrid technology is recommended in enhancing the physical attributes of the fluid with minimal cost effects. In engineering and industrial point of view, this study can contribute significantly in thermal improvement of the working fluid.
摘要流体热性能的改善和能量损失的控制具有同等重要的意义。因此,本研究的目的是分析由可拉伸/可收缩Riga板在不同流动粘度的多孔介质中生成的非牛顿级三级改性混合纳米流体的熵产、滞止点流动和热特性。在本分析中,考虑了一种混合纳米流体的改性,即在传热表征中使用纯净水作为基础流体,并使用三种不同的纳米材料(氧化铝、铜和镍)作为纳米颗粒。此外,模型还考虑了热源/汇和粘性耗散的贡献。通过适当的变换对控制数学方程进行重新建模,得到常微分方程,这些常微分方程可以通过谱拟线性化方法(SQLM)和重叠网格思想方便地求解,从而得到数值解。通过对误差界定理、残差和解误差、计算时间和矩阵条件的讨论,证明了这种方法优于其他方法。不同的控制参数对流动变量的物理意义,速度梯度,热速率,和熵的产生是通过图表和表格仔细审查。该研究的重要发现包括改性的混合纳米流体的温度比单一纳米流体、混合纳米流体和常规三级流体的温度提高更快(更好的热导体),具有更高的Biot数、可变的粘度和热源参数。质量吸力增强流体流动和感兴趣的物理量,但抑制流体温度。可变流体粘度、修正哈特曼数和三级参数的增加可以提高壁面阻力系数,同时降低换热速率,而多孔介质则相反。高可变流体粘度、吸力、粘性耗散、修正哈特曼数和非牛顿参数使系统产生更多的熵。由于改性混合纳米颗粒具有较高的速度和温度,因此建议采用改性混合纳米颗粒技术,以最小的成本影响提高流体的物理特性。从工程和工业的角度来看,该研究对工质的热性能改善具有重要意义。
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引用次数: 1
Exhaustive study on post effect processing of 3D image based on nonlinear digital watermarking algorithm 详细研究了基于非线性数字水印算法的三维图像后期效果处理
IF 8.3 Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0288
Chunhua Wang
Abstract In this work, an exhaustive study on post effect processing of three-dimensional (3D) image is carried to solve the problem of nonlinear digital watermarking algorithm. First, through the feature space decomposition method of the host image, the embedded watermark is constructed with the full row or column rank of the matrix, and then the public key is constructed by using the existence of the unitary matrix of the full row rank and column rank matrix, so that the algorithm can embed and extract the watermark in an asymmetric way. Watermark extraction correlation coefficient (ρ) value is 1. When the deformation amplitude of the model is slight and the noise intensity is σ = 0.0001, the watermark can be extracted successfully, and the watermark extraction correlation coefficient (ρ) is 0.92. In addition, the security of the algorithm is analyzed from many angles, the theoretical analysis is given, and verified by the experimental results. The proposed 3D watermarking methods are used to examine the information capacity of various 3D meshes. The 3D watermarking methods’ resistance to noise perturbation and object cropping is also investigated.
为了解决非线性数字水印算法的问题,本文对三维图像的后期效果处理进行了详尽的研究。首先,通过对宿主图像的特征空间分解方法,利用矩阵的满行秩或满列秩构造嵌入水印,然后利用满行秩和列秩矩阵的酉矩阵的存在性构造公钥,使算法能够以非对称方式嵌入和提取水印。水印提取相关系数(ρ)值为1。当模型变形幅度较小,噪声强度σ = 0.0001时,水印提取成功,水印提取相关系数(ρ)为0.92。此外,从多个角度对算法的安全性进行了分析,给出了理论分析,并通过实验结果进行了验证。提出的三维水印方法用于检测各种三维网格的信息容量。研究了三维水印方法对噪声扰动和目标裁剪的抵抗能力。
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引用次数: 2
Novel soliton structures of truncated M-fractional (4+1)-dim Fokas wave model 截断m -分数(4+1)-暗Fokas波模型的新孤子结构
IF 8.3 Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0292
T. Rasool, R. Hussain, H. Rezazadeh, Asghar Ali, Ulviye Demirbilek
Abstract In this research article, a nonlinear time–space fractional order (4+1)-dim Fokas wave equation that is crucial for examining the corporal marvels of waves on and inside the surface of water is examined. For this purpose, a well-known analytical method is utilized, namely, the Sardar sub-equation (SSE) method along with a truncated M-fractional derivative. As a result, many new families of solitary wave solutions, such as kink-type solitons, singular and periodic solitons, dark and bright solitons, are established. By using the SSE method, the outcomes are portrayed in 3-dim, 2-dim, and contour plots for distinct parametric values. The attained hyperbolic and trigonometric function-type results demonstrate the capability of recognizing the exact solutions of the other nonlinear evolution equations through the executed technique.
本文研究了一个非线性时-空分数阶(4+1)-dim Fokas波动方程,该方程对于研究水面上和水面内波浪的物理特性至关重要。为此,使用了一种众所周知的分析方法,即Sardar子方程(SSE)方法以及截断的m分数阶导数。因此,建立了许多新的孤立波解族,如扭结型孤子、奇异孤子和周期孤子、暗孤子和亮孤子。通过使用SSE方法,结果在3-dim, 2-dim和轮廓图中描绘不同的参数值。所获得的双曲函数和三角函数型结果表明,通过执行的技术可以识别其他非线性发展方程的精确解。
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引用次数: 1
Deformable Laplace transform and its applications 可变形拉普拉斯变换及其应用
IF 8.3 Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0278
Priyanka Ahuja, A. Ujlayan, Dinkar Sharma, Hari Pratap
Abstract Recently, the deformable derivative and its properties have been introduced. In this work, we have investigated the concept of deformable Laplace transform (DLT) in more detail. Furthermore, some classical properties of the DLT are also included. The Heaviside expansion formula and convolution theorem for deformable inverse Laplace transform are also discussed. Furthermore, some illustrative numerical examples are also discussed to validate the applicability of the proposed DLT and finally conclude the theory.
摘要近年来,对可变形导数及其性质进行了介绍。在这项工作中,我们更详细地研究了可变形拉普拉斯变换(DLT)的概念。此外,还包括了DLT的一些经典特性。讨论了可变形拉普拉斯逆变换的Heaviside展开公式和卷积定理。此外,还讨论了一些说明性的数值例子来验证所提出的DLT的适用性,并最终总结了该理论。
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引用次数: 0
Numerical analysis of vibration response of elastic tube bundle of heat exchanger based on fluid structure coupling analysis 基于流固耦合分析的换热器弹性管束振动响应数值分析
IF 8.3 Q1 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/nleng-2022-0270
W. Su, Kerui Tao, Fansheng Liu
Abstract A tube bundle heat exchanger is a typical heat exchange equipment that exchanges heat between two fluids with different temperatures. Through this equipment, one fluid can be cooled down and another fluid can be heated up to meet their respective needs. The equipment is widely used in chemical, petroleum, pharmaceutical, energy, and other industrial sectors, and is one of the indispensable and important equipments in chemical production. To improve the heat transfer performance and service life of the heat exchanger, a numerical analysis of the vibration response of the elastic tube bundle in the heat exchanger based on fluid–structure coupling analysis is proposed. Using the weak coupling method of fluid–structure coupling, the vibration response of multiple rows of elastic tube bundles induced by shell side fluid in a heat exchanger with different tube row spacing and different tube row numbers is studied numerically, and the effects of shell side fluid and tube side fluid on the vibration response of elastic tube bundles are compared and analyzed. The results show that the maximum relative error of monitoring point amplitude is 43.36% when H = 40 mm and 10.17% when H = 70 mm. For connection IV, the maximum relative error of monitoring point amplitude is 31.71% when H = 40 mm and 24.08% when H = 70 mm. This is because when H is small, the interaction between rows of tube bundles is strong, so the amplitude changes violently with the number of the tube bundle. The step-by-step calculation strategy of rough calculation and actuarial calculation proposed in this article can greatly reduce the calculation time and improve the calculation efficiency.
摘要管束式换热器是在两种温度不同的流体之间进行热量交换的典型换热设备。通过该设备,一种流体可以冷却,另一种流体可以加热,以满足各自的需求。该设备广泛应用于化工、石油、制药、能源等工业部门,是化工生产中不可缺少的重要设备之一。为了提高换热器的传热性能和使用寿命,提出了一种基于流固耦合分析的换热器弹性管束振动响应数值分析方法。采用流固耦合的弱耦合方法,数值研究了不同管排间距和不同管排数换热器中壳侧流体对多排弹性管束的振动响应,比较分析了壳侧流体和管侧流体对弹性管束振动响应的影响。结果表明:当H = 40 mm时,测点振幅的最大相对误差为43.36%,当H = 70 mm时,测点振幅的最大相对误差为10.17%;对于接头IV, H = 40 mm时监测点振幅的最大相对误差为31.71%,H = 70 mm时为24.08%。这是因为当H较小时,管束排之间的相互作用较强,因此振幅随管束数的增加而剧烈变化。本文提出的粗算和精算分步计算策略,可以大大减少计算时间,提高计算效率。
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引用次数: 0
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Nonlinear Engineering - Modeling and Application
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