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Modeling and Predicting Passenger Load Factor in Air Transportation: A Deep Assessment Methodology with Fractional Calculus Approach Utilizing Reservation Data 航空运输客座率建模与预测:利用预订数据的分数微积分深度评估方法
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-04-07 DOI: 10.3390/fractalfract8040214
Kevser Şimşek, Nisa Özge Önal Tuğrul, K. Karaçuha, Vasil Tabatadze, E. Karaçuha
This study addresses the challenge of predicting the passenger load factor (PLF) in air transportation to optimize capacity management and revenue maximization. Leveraging historical reservation data from 19 Turkish Airlines market routes and sample flights, we propose a novel approach combining deep assessment methodology (DAM) with fractional calculus theory. By modeling the relationship between PLF and the number of days remaining until a flight, our method yields minimal errors compared to traditional techniques. Through a continuous curve constructed using the least-squares approach, we enable the anticipation of future flight values. Our analysis demonstrates that the DAM model with a first-order derivative outperforms linear techniques and the Fractional Model-3 in both modeling capabilities and prediction accuracy. The proposed approach offers a data-driven solution for efficiently managing air transport capacity, with implications for revenue optimization. Specifically, our modeling findings indicate that the DAM wd model improves prediction accuracy by approximately 0.67 times compared to the DAM model, surpassing the fractional model and regression analysis. For the DAM wd modeling method, the lowest average mean absolute percentage error (AMAPE) value achieved is 0.571, showcasing its effectiveness in forecasting flight outcomes.
本研究探讨了如何预测航空运输中的客座率(PLF),以优化运力管理并实现收益最大化。利用土耳其航空公司 19 条市场航线和样本航班的历史预订数据,我们提出了一种将深度评估方法 (DAM) 与分数微积分理论相结合的新方法。通过模拟 PLF 与航班剩余天数之间的关系,我们的方法与传统技术相比误差最小。通过使用最小二乘法构建的连续曲线,我们可以预测未来的航班值。我们的分析表明,带有一阶导数的 DAM 模型在建模能力和预测精度方面均优于线性技术和分数模型-3。所提出的方法为有效管理航空运输能力提供了以数据为导向的解决方案,并对收入优化产生了影响。具体而言,我们的建模结果表明,与 DAM 模型相比,DAM wd 模型的预测精度提高了约 0.67 倍,超过了分数模型和回归分析。DAM wd 建模方法的平均绝对百分比误差(AMAPE)最低值为 0.571,显示了其在预测航班结果方面的有效性。
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引用次数: 0
Detection of Pipeline Leaks Using Fractal Analysis of Acoustic Signals 利用声学信号的分形分析检测管道泄漏
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-04-05 DOI: 10.3390/fractalfract8040213
Ayrat Zagretdinov, Shamil Ziganshin, Eugenia Izmailova, Yuri Vankov, Ilya Klyukin, Roman Alexandrov
In this paper, the possibility of using monofractal and multifractal analysis of acoustic signals of pipelines to detect leaks is considered. An experimental stand has been created to study the fractal characteristics of acoustic signals of pipelines with “slit” type defects. During the experiments, defects of the “slit” type pipeline with dimensions of 2 mm, 8 mm, and 20 mm were modeled. Detrended fluctuation analysis (DFA) and the multifractal detrended fluctuation analysis (MF-DFA) were used. As a result of the experimental studies, it was found that the occurrence of leakage leads to the occurrence of anticorrelated vibrations in a pipeline with multifractal properties. The analyses of acoustic signals by DFA and MF-DFA methods make it possible to reliably determine the leakage. The Hurst exponent and the width of the multifractal spectrum can serve as indicators of the occurrence of leaks in pipelines.
本文考虑了利用管道声学信号的单分形和多分形分析来检测泄漏的可能性。为了研究带有 "狭缝 "型缺陷的管道声信号的分形特征,我们搭建了一个实验台。在实验过程中,对尺寸为 2 毫米、8 毫米和 20 毫米的 "狭缝 "型管道缺陷进行了建模。实验中使用了去趋势波动分析(DFA)和多分形去趋势波动分析(MF-DFA)。实验研究发现,在具有多分形特性的管道中,泄漏的发生会导致反相关振动的发生。通过 DFA 和 MF-DFA 方法对声学信号进行分析,可以可靠地确定泄漏情况。赫斯特指数和多分形频谱的宽度可以作为管道发生泄漏的指标。
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引用次数: 0
Fractional Calculus to Analyze Efficiency Behavior in a Balancing Loop in a System Dynamics Environment 用分数微积分分析系统动力学环境中平衡环路的效率行为
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-04-04 DOI: 10.3390/fractalfract8040212
Jorge Manuel Barrios-Sánchez, Roberto Baeza-Serrato, L. Martínez-Jiménez
This research project focuses on developing a mathematical model that allows us to understand the behavior of the balancing loops in system dynamics in greater detail and precision. Currently, simulations give us an understanding of the behavior of these loops, but under the premise of an ideal scenario. In practice, however, accurate models often operate with varying efficiencies due to various irregularities and particularities. This discrepancy is the primary motivation behind our research proposal, which seeks to provide a more realistic understanding of the behavior of the loops, including their different levels of efficiency. To achieve this goal, we propose the introduction of fractional calculus in system dynamics models, focusing specifically on the balancing loops. This innovative approach offers a new perspective on the state of the art, offering new possibilities for understanding and optimizing complex systems.
本研究项目的重点是建立一个数学模型,使我们能够更详细、更精确地了解系统动力学中平衡环路的行为。目前,我们可以通过模拟来了解这些环路的行为,但前提是在理想情况下。但实际上,由于各种不规则性和特殊性,精确模型的运行效率往往各不相同。这种差异正是我们提出研究建议的主要动机,我们希望能更真实地了解环路的行为,包括其不同的效率水平。为实现这一目标,我们建议在系统动力学模型中引入分数微积分,并特别关注平衡环路。这种创新方法为研究现状提供了新的视角,为理解和优化复杂系统提供了新的可能性。
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引用次数: 0
Study on a Nonlocal Fractional Coupled System Involving (k,ψ)-Hilfer Derivatives and (k,ψ)-Riemann–Liouville Integral Operators 涉及 (k,ψ)-Hilfer 衍生器和 (k,ψ)-Riemann-Liouville 积分算子的非局部分数耦合系统研究
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-04-04 DOI: 10.3390/fractalfract8040211
A. Samadi, Sotiris K. Ntouyas, J. Tariboon
This paper deals with a nonlocal fractional coupled system of (k,ψ)-Hilfer fractional differential equations, which involve, in boundary conditions, (k,ψ)-Hilfer fractional derivatives and (k,ψ)-Riemann–Liouville fractional integrals. The existence and uniqueness of solutions are established for the considered coupled system by using standard tools from fixed point theory. More precisely, Banach and Krasnosel’skiĭ’s fixed-point theorems are used, along with Leray–Schauder alternative. The obtained results are illustrated by constructed numerical examples.
本文论述了一个非局部(k,ψ)-Hilfer分数微分方程耦合系统,在边界条件中涉及(k,ψ)-Hilfer分数导数和(k,ψ)-Riemann-Liouville分数积分。利用定点理论的标准工具,确定了所考虑的耦合系统解的存在性和唯一性。更确切地说,使用了 Banach 和 Krasnosel'skiĭ 的定点定理,以及 Leray-Schauder 替代定理。所获得的结果通过构建的数值示例进行了说明。
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引用次数: 0
Extracting the Ultimate New Soliton Solutions of Some Nonlinear Time Fractional PDEs via the Conformable Fractional Derivative 通过可变分式衍生物提取某些非线性时间分式多线性方程的终极新孤子解
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-04-03 DOI: 10.3390/fractalfract8040210
Md Ashik Iqbal, A. Ganie, M. M. Miah, M. S. Osman
Nonlinear fractional-order differential equations have an important role in various branches of applied science and fractional engineering. This research paper shows the practical application of three such fractional mathematical models, which are the time-fractional Klein–Gordon equation (KGE), the time-fractional Sharma–Tasso–Olever equation (STOE), and the time-fractional Clannish Random Walker’s Parabolic equation (CRWPE). These models were investigated by using an expansion method for extracting new soliton solutions. Two types of results were found: one was trigonometric and the other one was an exponential form. For a profound explanation of the physical phenomena of the studied fractional models, some results were graphed in 2D, 3D, and contour plots by imposing the distinctive results for some parameters under the oblige conditions. From the numerical investigation, it was noticed that the obtained results referred smooth kink-shaped soliton, ant-kink-shaped soliton, bright kink-shaped soliton, singular periodic solution, and multiple singular periodic solutions. The results also showed that the amplitude of the wave augmented with the pulsation in time, which derived the order of time fractional coefficient, remarkably enhanced the wave propagation, and influenced the nonlinearity impacts.
非线性分数阶微分方程在应用科学和分数工程的各个分支中发挥着重要作用。本研究论文展示了三个此类分数数学模型的实际应用,它们是时间分数克莱因-戈登方程(KGE)、时间分数夏尔马-塔索-奥勒弗方程(STOE)和时间分数克兰尼什随机沃克抛物线方程(CRWPE)。研究人员使用扩展方法对这些模型进行了研究,以提取新的孤子解。研究发现了两种结果:一种是三角函数形式,另一种是指数形式。为了深入解释所研究的分数模型的物理现象,通过在强制条件下对某些参数施加不同的结果,在二维、三维和等值线图中绘制了一些结果。从数值研究中可以发现,所得到的结果涉及光滑 "疙瘩 "形孤子、蚂蚁 "疙瘩 "形孤子、明亮 "疙瘩 "形孤子、奇异周期解和多奇异周期解。结果还表明,波的振幅随时间脉动而增大,从而衍生出时间分数系数阶次,显著增强了波的传播,并影响了非线性影响。
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引用次数: 0
Fractal Characteristics of Natural Fiber-Reinforced Soil in Arid Climate Due to Cracking 干旱气候下天然纤维加固土壤因开裂而产生的分形特征
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-04-03 DOI: 10.3390/fractalfract8040209
Binbin Yang, Lichuang Jin
Fractal geometry is a geometry that focuses on irregular geometric forms and can quantitatively describe rough and uneven surfaces and interfaces. As the main material for making natural fiber geotextile, rice straw fiber can reduce the direct impact of rainfall on soil and reduce the intensity of hydraulic erosion. This study investigates whether the use of rice straw fiber as an additive to reinforce arid soil can inhibit moisture evaporation and prevent cracking. Samples with different fiber contents added (0%, 1%, 2%, and 4%) are placed in an environmental chamber to simulate the effects of an arid climatic condition and control the temperature and humidity levels. The cracking process of the samples is recorded by using a digital camera, and the parameters of the evaporation and cracking processes are quantitatively examined through digital image processing. The results show that all of the samples with fiber have a higher residual water content and can retain 31.4%, 58.5%, and 101.9% more water than without the fibers, respectively. Furthermore, both the primary and secondary cracks as well as crack networks are inhibited in samples with a higher fiber content, that is, 2% or 4% fiber contents. The samples reinforced with fiber also have a smaller crack ratio. Compared with the samples without straw fiber, the final crack ratio of the samples with 1%, 2%, and 4% fiber is reduced by 8.05%, 24.09%, and 35.01% respectively. Finally, the final fractal dimensions of the cracks in samples with fiber contents are also reduced by 0.54%, 5.50%, and 6.40% for the samples with 1%, 2%, and 4% fiber, respectively. The addition of natural fiber as an additive to reduce evaporative cracking in soil can: (1) reduce the soil porosity; (2) enhance the binding force between the soil particles; and (3) block the hydrophobic channels. Therefore, the addition of rice straw fiber to soil can effectively reduce soil evaporation and inhibit soil cracking.
分形几何学是一种以不规则几何形态为研究对象的几何学,可以定量描述粗糙不平的表面和界面。稻草纤维作为制作天然纤维土工布的主要材料,可以减少降雨对土壤的直接影响,降低水力侵蚀强度。本研究探讨了使用稻草纤维作为添加剂加固干旱土壤是否能抑制水分蒸发并防止开裂。将添加了不同纤维含量(0%、1%、2% 和 4%)的样品放置在环境室中,模拟干旱气候条件的影响,并控制温度和湿度水平。使用数码相机记录样品的开裂过程,并通过数字图像处理定量检测蒸发和开裂过程的参数。结果表明,所有含有纤维的样品都具有较高的残余含水量,与不含纤维的样品相比,残余含水量分别增加了 31.4%、58.5% 和 101.9%。此外,纤维含量较高的样品,即纤维含量为 2% 或 4% 的样品,其原生裂缝、次生裂缝以及裂缝网络均受到抑制。使用纤维增强的样品的裂缝率也更小。与不含秸秆纤维的样品相比,纤维含量为 1%、2% 和 4% 的样品的最终裂纹率分别降低了 8.05%、24.09% 和 35.01%。最后,纤维含量为 1%、2% 和 4% 的样品裂缝的最终分形尺寸也分别减少了 0.54%、5.50% 和 6.40%。添加天然纤维作为减少土壤蒸发性开裂的添加剂可以达到以下目的(1) 降低土壤孔隙度;(2) 增强土壤颗粒之间的结合力;(3) 堵塞疏水通道。因此,在土壤中添加稻草纤维可以有效减少土壤蒸发,抑制土壤开裂。
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引用次数: 0
Dengue Transmission Dynamics: A Fractional-Order Approach with Compartmental Modeling 登革热传播动力学:采用分区模型的分数阶方法
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-04-02 DOI: 10.3390/fractalfract8040207
Mutum Zico Meetei, Shahbaz Zafar, Abdullah A. Zaagan, Ali M. Mahnashi, Muhammad Idrees
This work presents a quantitative analysis of the transmission dynamics of dengue using the Caputo–Fabrizio fractional-order derivative. It presents an extensive framework for modeling a dengue epidemic, including the various stages of infection and encompassing a wide range of transmission pathways. The proposed model is subjected to a rigorous qualitative study, including the determination of a non-negative solution, the assessment of the basic reproduction number, and an evaluation of local stability. Numerical solutions are obtained using the Newton method. The fractional-order operator, developed using the Caputo–Fabrizio approach, provides a refined perspective on the transmission dynamics of dengue. This study contributes to a deeper understanding of the disease’s transmission mechanisms, considering both fractional-order dynamics and diverse transmission routes, thus offering insights for enhanced disease management and control.
这项研究利用卡普托-法布里齐奥分数阶导数对登革热的传播动态进行了定量分析。它为登革热疫情建模提供了一个广泛的框架,包括感染的各个阶段和各种传播途径。对提出的模型进行了严格的定性研究,包括确定非负解、评估基本繁殖数和评价局部稳定性。利用牛顿法获得了数值解。利用卡普托-法布里齐奥方法开发的分数阶算子为登革热的传播动态提供了一个精细的视角。考虑到分数阶动态和不同的传播途径,这项研究有助于加深对登革热传播机制的理解,从而为加强疾病管理和控制提供启示。
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引用次数: 0
Error Bounds for Fractional Integral Inequalities with Applications 分数积分不等式的误差边界及其应用
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-04-02 DOI: 10.3390/fractalfract8040208
Nouf Abdulrahman Alqahtani, S. Qaisar, Arslan Munir, Muhammad Naeem, Hüseyin Budak
Fractional calculus has been a concept used to obtain new variants of some well-known integral inequalities. In this study, our main goal is to establish the new fractional Hermite–Hadamard, and Simpson’s type estimates by employing a differentiable function. Furthermore, a novel class of fractional integral related to prominent fractional operator (Caputo–Fabrizio) for differentiable convex functions of first order is proven. Then, taking this equality into account as an auxiliary result, some new estimation of the Hermite–Hadamard and Simpson’s type inequalities as generalization is presented. Moreover, few inequalities for concave function are obtained as well. It is observed that newly established outcomes are the extension of comparable inequalities existing in the literature. Additionally, we discuss the applications to special means, matrix inequalities, and the q-digamma function.
分数微积分是一个用来获得一些著名积分不等式新变体的概念。在本研究中,我们的主要目标是通过使用可微分函数建立新的分式赫米特-哈达马德和辛普森类型估计。此外,我们还证明了一类新的分数积分,它与一阶可微凸函数的著名分数算子(Caputo-Fabrizio)有关。然后,考虑到这一等式的辅助结果,提出了对 Hermite-Hadamard 和 Simpson 型不等式的一些新估计,并将其作为一般化。此外,还得到了凹函数的一些不等式。我们注意到,新建立的结果是对文献中已有的类似不等式的扩展。此外,我们还讨论了特殊手段、矩阵不等式和 q-digamma 函数的应用。
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引用次数: 0
MO-CCCII-Based Single-Input Multi-Output (SIMO) Current-Mode Fractional-Order Universal and Shelving Filter 基于 MO-CCCII 的单输入多输出 (SIMO) 电流模式分数阶通用和陷波滤波器
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-03-22 DOI: 10.3390/fractalfract8040181
Fadile Sen, A. Kircay, Buket Sonbas Cobb, A. Akgul
This study introduces an innovative filter topology capable of providing simultaneous positive and negative gain outputs for one-fractional order LP, with high-pass, all-pass, and fractional-order shelving filter responses. The circuit, utilizing multi-output second-generation current-controlled conveyors, stands out as the first to deliver ten outputs, incorporating both integer and fractional-order filter responses, without requiring additional components. Its current-mode design simplifies the process, employing minimal active and grounded passive elements, making it appropriate for low-voltage/low-power applications. The filter utilizes fifth-order Oustaloup approximation and Foster type-I RC networks for fractional-order capacitors, providing enhanced control over the transition slope. PSpice simulations confirmed a 1 kHz cut-off, showcasing low power consumption, minimal noise, and a wide dynamic range, positioning the filter as suitable for sensors, control, and acoustic applications.
本研究介绍了一种创新的滤波器拓扑结构,能够同时为具有高通、全通和分数阶搁架滤波器响应的一分数阶 LP 提供正增益和负增益输出。该电路采用多输出第二代电流控制传送带,是首款无需额外元件就能提供十个输出的电路,同时具有整数阶和分数阶滤波器响应。其电流模式设计简化了工艺流程,采用了最少的有源元件和接地无源元件,因此适用于低电压/低功耗应用。该滤波器采用五阶奥斯塔鲁普近似和 Foster I 型 RC 网络作为分数阶电容器,从而增强了对过渡斜率的控制。PSpice 仿真确认了 1 kHz 的截止频率,展示了低功耗、最小噪声和宽动态范围,使该滤波器适用于传感器、控制和声学应用。
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引用次数: 0
A Two-Temperature Fractional DPL Thermoelasticity Model with an Exponential Rabotnov Kernel for a Flexible Cylinder with Changeable Properties 具有指数拉波特诺夫核的双温分数 DPL 热弹性模型适用于特性可变的柔性圆柱体
IF 5.4 2区 数学 Q1 Mathematics Pub Date : 2024-03-22 DOI: 10.3390/fractalfract8040182
A. Abouelregal, Yazeed Alhassan, Hashem Althagafi, Faisal Alsharif
This article presents a new thermoelastic model that incorporates fractional-order derivatives of two-phase heat transfer as well as a two-temperature concept. The objective of this model is to improve comprehension and forecasting of heat transport processes in two-phase-lag systems by employing fractional calculus. This model suggests a new generalized fractional derivative that can make different kinds of singular and non-singular fractional derivatives, depending on the kernels that are used. The non-singular kernels of the normalized sinc function and the Rabotnov fractional–exponential function are used to create the two new fractional derivatives. The thermoelastic responses of a solid cylinder with a restricted surface and exposed to a moving heat flux were examined in order to assess the correctness of the suggested model. It was considered that the cylinder’s thermal characteristics are dependent on the linear temperature change and that it is submerged in a continuous magnetic field. To solve the set of equations controlling the suggested issue, Laplace transforms were used. In addition to the reliance of thermal characteristics on temperature change, the influence of derivatives and fractional order was also studied by providing numerical values for the temperature, displacement, and stress components. This study found that the speed of the heat source and variable properties significantly impact the behavior of the variables under investigation. Meanwhile, the fractional parameter has a slight effect on non-dimensional temperature changes but plays a crucial role in altering the peak value of non-dimensional displacement and pressure.
本文提出了一种新的热弹性模型,其中包含两相传热的分数阶导数以及双温概念。该模型的目的是通过使用分数微积分来改进对两相滞后系统中热传递过程的理解和预测。该模型提出了一种新的广义分数导数,它可以根据所使用的核,产生不同类型的奇异和非奇异分数导数。归一化 sinc 函数和 Rabotnov 分数-指数函数的非奇异核被用来创建两种新的分数导数。为了评估所建议模型的正确性,对一个表面受限并暴露于移动热通量的实心圆柱体的热弹性响应进行了研究。研究认为,圆柱体的热特性取决于线性温度变化,而且圆柱体浸没在连续磁场中。为了求解控制建议问题的方程组,使用了拉普拉斯变换。除了热特性对温度变化的依赖外,还通过提供温度、位移和应力分量的数值研究了导数和分数阶的影响。研究发现,热源速度和变量特性对所研究变量的行为有显著影响。同时,分数参数对非维温度变化的影响较小,但对改变非维位移和压力的峰值起着至关重要的作用。
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引用次数: 0
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