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Proceedings of the Pakistan Academy of Sciences: Part A最新文献

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Unit Xgamma Distribution: Its Properties, Estimation and Application 单位Xgamma分布的性质、估计及应用
Q4 Physics and Astronomy Pub Date : 2022-06-27 DOI: 10.53560/ppasa(59-1)636
Sharqa Hashmi, Muhammad Ahsan-ul-Haq, Javeria Zafar, M. A. Khaleel
A new one-parameter model for unit-interval datasets is introduced. The proposed distribution is termed “Unit Xgamma distribution.” Some mathematical properties of the new distribution are derived. We also characterize it using truncated moments and a hazard function. Maximum likelihood, least-squares, weighted least-squares, Anderson- Darling, Cramer-von Mises, and maximum product spacing are among the five estimation methods used to estimate the parameter. A Monte Carlo simulation was used to test the efficacy of these developed estimators. The flexibility of the proposed distribution was assessed using water capacity data. The proposed unit Xgamma distribution can be used for bounded datasets as an alternative to the well-known competitive distributions available in the literature.
介绍了一种新的单位区间数据集的单参数模型。提出的分布被称为“单位Xgamma分布”。导出了新分布的一些数学性质。我们还使用截断矩和危险函数来刻画它。最大似然、最小二乘、加权最小二乘、Anderson-Darling、Cramer-von Mises和最大乘积间距是用于估计参数的五种估计方法。使用蒙特卡罗模拟来测试这些开发的估计量的有效性。利用水量数据评估了拟议分配的灵活性。所提出的单位Xgamma分布可以用于有界数据集,作为文献中已知的竞争分布的替代。
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引用次数: 0
Mathematical Analysis on Conducting Sphere Embedded in Non Integer Dimensional Space 嵌入非整数维空间的导电球体的数学分析
Q4 Physics and Astronomy Pub Date : 2022-06-21 DOI: 10.53560/ppasa(59-1)756
M. Shahzad, M. Akbar, Saeed Ahmed, I. Shahzad
We have derived an analytical solution in low frequency using the idea of a fractional Laplacian equation. Fractional dimensional (FD) space has importance in describing the complex physics phenomena. Here, the Laplacian equation in spherical coordinated (r,θ,0) is expressed in fractional dimensional space using Gegenbauer polynomials. The analytical solution is obtained by the separation variable method. The general solution is a product of angular and radial solutions and is independent of ϕ due to azimuthal symmetry. The classical solution is retained by setting fractional parameter α=3. Further, numerical results are discussed for different values of α and compared with available literature.
利用分数阶拉普拉斯方程的思想,导出了低频的解析解。分数维空间在描述复杂物理现象方面具有重要意义。在这里,用Gegenbauer多项式在分数维空间中表示球坐标(r,θ,0)下的拉普拉斯方程。采用分离变量法得到了解析解。通解是角解和径向解的乘积,并且由于方位对称而与φ无关。通过设置分数形参数α=3,保留了经典解。进一步讨论了不同α值下的数值结果,并与现有文献进行了比较。
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引用次数: 0
Advanced Multi-Modeling of PWR Dynamics and Deep Learning based Computational Tool in SIMULINK and LabVIEW 基于SIMULINK和LabVIEW的压水堆动力学高级多建模和深度学习计算工具
Q4 Physics and Astronomy Pub Date : 2022-06-21 DOI: 10.53560/ppasa(59-1)748
A. H. Malik, A. Memon, Feroza Arshad
The reactivity monitoring, prediction, and investigation is the most important parameter to ensure the safety and reliable operation of a nuclear power plant. This parameter is gained further importance in Pressurized Water Reactor (PWR) due to more sophisticated reactivity insertion mechanisms and innovative reactor core fuel loading scheme. Based on deterministic internal and external dynamics and neutronics analysis of Advanced PWR, all the reactivity feedback effects such as Doppler effect, moderator effect, control rod effect, liquid boron effect and reactor poisons effect are investigated, modeled and stochastically optimized using deep artificial intelligence. Advance Pressurized Water Reactor (APWR) of 600 MWe rating (AP-600) is used as a reference reactor model and based on the dynamics of AP-600, an Advanced Pressurized Water Reactor Dynamics and Intelligent Stochastic Optimization based Deterministic Neutronics Simulation (APD-ISO-DNS) Code is developed in the hybrid SIMULINK andLabVIEW environments. AP-600 reactor model is fine-tuned and adjusted for 300 MWe PWR (P-300) and 1070 MWe Advanced Chinese PWR (ACP-1000) using neutronics parameters and operational dynamic data of operating PWR nuclear power plants in Pakistan. Various load reduction transient experiments are conducted and dynamic transient simulations of P-300, AP-600 and ACP-1000 are evaluated in SIMULINK and in LabVIEW environments and found as per design basis.
反应性监测、预测和调查是确保核电站安全可靠运行的最重要参数。由于更复杂的反应性插入机制和创新的堆芯燃料装载方案,该参数在压水堆(PWR)中变得更加重要。基于先进压水堆确定性内外动力学和中子学分析,利用深度人工智能对多普勒效应、慢化剂效应、控制棒效应、液硼效应和反应堆毒物效应等反应性反馈效应进行了研究、建模和随机优化。以额定功率为600 MWe的先进压水堆(AP-600)为参考反应堆模型,在AP-600动力学的基础上,在SIMULINK和LabVIEW混合环境中开发了先进压水反应堆动力学和基于智能随机优化的确定性中子学模拟(APD-ISO-DNS)程序。AP-600反应堆模型是针对300 MWe压水堆(P-300)和1070 MWe中国先进压水反应堆(ACP-1000),利用巴基斯坦运行压水堆核电站的中子学参数和运行动态数据进行微调和调整的。在SIMULINK和LabVIEW环境中进行了各种减载瞬态实验,并对P-300、AP-600和ACP-1000的动态瞬态模拟进行了评估,得出了符合设计要求的结果。
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引用次数: 1
Higher Order Modeling of Reactor Regulating System and Nonlinear Neural Model Predictive Controller Design for a Nuclear Power Generating Station 某核电站反应堆调节系统的高阶建模及非线性神经模型预测控制器设计
Q4 Physics and Astronomy Pub Date : 2022-06-21 DOI: 10.53560/ppasa(59-1)747
A. H. Malik, A. Memon, Feroza Arshad
In the existing instrumentation and control system of an operating Pressurized Heavy Water Reactor (PHWR) based nuclear power plant, conventional controllers are used to control the reactor power. A new idea of Nonlinear Neural Model Predictive Controller (NNMPC) is introduced in this research work. The new 17th order nonlinear higher order model of Reactor Regulating System (RRS) is developed under different plant operating modes and various parametric conditions in Single Input Multi Output (SIMO) configuration with special emphasis on Helium Control Valve Dynamics (HCVD) and Coupled Nonlinear Iodine and Xenon Dynamics (CNIXD). The SIMO RRS model is developed based on first principle. The 17th order model is reduced to 9th order lower dynamic model using Balanced Truncation Method (BTM). The Reduced Order SIMO RRS (RO-SIMO-RRS) model is programmed, simulated and validated in SIMULINK environment. The plant Neural SIMO RRS (N-SIMO-RRS) model is developed using innovative data generated from RO-SIMO-RRS simulations. The plant neural N-SIMO-RRS model is optimized using Levenberg-Marquardt Algorithm (LMA). Using the identified N-SIMO-RRS model, the Nonlinear Neural Model Predictive Controller (NNMPC) is designed, trained, verified, validated, and finally optimized using the backtracking technique in the SIMULINK environment. The optimized results are obtained from designed closed loop RRS and found within the acceptable design limits. The performance of the proposed closed loop RRS is also tested in reference tracking mode with excellent fast tractability near the optimal target demanded power level.
在现有的压重水堆核电站运行仪表控制系统中,采用常规控制器对反应堆功率进行控制。本文提出了非线性神经模型预测控制器(NNMPC)的新思想。建立了反应器调节系统(RRS)在不同运行模式和单输入多输出(SIMO)配置下的17阶非线性高阶模型,重点研究了氦控制阀动力学(HCVD)和碘氙耦合非线性动力学(CNIXD)。SIMO RRS模型是基于第一性原理建立的。采用平衡截断法(BTM)将17阶模型降阶为9阶下动态模型。在SIMULINK环境下对降阶SIMO RRS (RO-SIMO-RRS)模型进行了编程、仿真和验证。植物神经SIMO RRS (N-SIMO-RRS)模型是利用从RO-SIMO-RRS模拟中产生的创新数据开发的。采用Levenberg-Marquardt算法对植物神经N-SIMO-RRS模型进行优化。利用所识别的N-SIMO-RRS模型,在SIMULINK环境下利用回溯技术对非线性神经模型预测控制器(NNMPC)进行设计、训练、验证、验证并最终优化。优化结果由设计的闭环RRS得到,并在可接受的设计范围内。在参考跟踪模式下测试了闭环RRS的性能,在最优目标所需功率水平附近具有良好的快速跟踪性。
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引用次数: 0
Assessment of drinking water quality of household bore well plants and WASA water supply system: A case study of Allama Iqbal Town Lahore 家庭钻井厂和WASA供水系统的饮用水质量评估——以拉合尔阿拉玛伊克巴尔镇为例
Q4 Physics and Astronomy Pub Date : 2022-03-28 DOI: 10.53560/ppasa(58-4)626
Mahmoona Ashraf, Ifthikhar Ahmed
The current study has been completed by collecting the 20 water samples from Allama Iqbal Town Lahore, including ten from WASA (Water And Sanitation Agency) filter plants in Iqbal Town other samples were collected from different depths from Allama Iqbal Town Lahore. After the collection of water samples, these were taken to the green lab for physiochemical analysis of samples. Water samples were subjected to Physicochemical analysis that includes temperature, pH, Total Dissolved Solids, Total Hardness, Chloride, Arsenic, Cadmium, Sodium, Nickle, Fluoride. APHA techniques were used to analysis of water samples. Comparison of samples results with values given by the World Health Organization, represented by graphs and location maps. The Filtration plant and tap water samples were odourless, tasteless, and colourless. The amount of Lead in all the parameters was below the detectable level. Correlation analysis was applied to all the parameters to check out the deep relationship among all the parameters.The correlation results showed that with the increase of pH value, all studied traits values were increased except turbidity Physiochemical parameters in all water samples of WASA (Water And Sanitation Agency) filtration plants were within the permissible limits. It revealed that water samples of filtration plants were fit for drinking purposes. Physiochemical parameters in all water samples collected from the different depths of Lahore were not within the permissible limits, and it revealed that the tap water had arsenic amount and water collected from shallow depth have not permissible limit of sulphate, Total Hardness and Total Dissolved Solids. This showed that Tap water samples were unfit for drinking.
目前的研究是通过从拉合尔的Allama Iqbal镇收集20个水样来完成的,其中10个来自Iqbal镇的WASA(供水和卫生局)过滤厂,其他样品是从拉合尔的Alaama Iqcbal镇不同深度收集的。采集完水样后,将其送往绿色实验室进行样品理化分析。对水样进行物理化学分析,包括温度、pH、总溶解固体、总硬度、氯化物、砷、镉、钠、镍、氟化物。APHA技术被用于分析水样。样本结果与世界卫生组织给出的值的比较,用图表和位置图表示。过滤厂和自来水样品无臭、无味、无色。所有参数中的铅含量均低于可检测水平。将相关分析应用于所有参数,以检验所有参数之间的深层关系。相关结果表明,随着pH值的增加,除浊度外,所有研究性状的值都有所增加。WASA(供水和卫生机构)过滤厂的所有水样的理化参数都在允许范围内。结果表明,过滤厂的水样适合饮用。拉合尔不同深度采集的所有水样的理化参数均不在允许范围内,表明自来水中砷含量较高,浅层采集的水硫酸盐、总硬度和总溶解固体含量不在允许限度内。这表明自来水样本不适合饮用。
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引用次数: 0
Design and Fabrication of a 2.4 GHz Right Hand Circular Polarized Micro-Strip Patch Antenna 2.4GHz右旋圆极化微带贴片天线的设计与制作
Q4 Physics and Astronomy Pub Date : 2022-03-28 DOI: 10.53560/ppasa(58-4)751
M. Ahmad, F. A. Khalil
In this paper, we present a single feed circularly polarized microstrip patch antenna operating at 2.4 GHz WLAN frequency. A typical microstrip patch antenna is fabricated on a metal coated dielectric substrate where the metallic antenna patch is defined on the top of the substrate, whereas the bottom of the substrate acts as a ground plate. These antennas are typically used for civil and military communication purposes. Before fabrication, the presented antenna was first designed, simulated and optimized in CST Microwave studio. The circular polarization was achieved by perturbation of the edges, making the design optimization a bit challenging. The simulated and measured return loss of the proposed antenna is -27 dB and -13.34dB, respectively. Whereas, the gain came out to be 6 dB. The obtained results show that the presented antenna has the quality of right hand circular polarized antenna. 
本文提出了一种工作在2.4GHz无线局域网频率下的单馈圆极化微带贴片天线。典型的微带贴片天线是在金属涂层的电介质基板上制造的,其中金属天线贴片被定义在基板的顶部,而基板的底部充当接地板。这些天线通常用于民用和军用通信目的。在制造之前,所提出的天线首先在CST微波工作室进行了设计、模拟和优化。圆偏振是通过边缘的扰动来实现的,这使得设计优化有点具有挑战性。模拟和测量的回波损耗分别为-27dB和-13.34dB。然而,增益为6dB。结果表明,该天线具有右旋圆极化天线的性能。
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引用次数: 0
A New Improved Classical Iterative Algorithm for Solving System of Linear Equations 求解线性方程组的一种改进经典迭代算法
Q4 Physics and Astronomy Pub Date : 2022-03-28 DOI: 10.53560/ppasa(58-4)638
Muhammad Shakeel Rind Baloch, Z. Kalhoro, M. Khalil, Prof. Abdul Wasim Shaikh
The fundamental problem of linear algebra is to solve the system of linear equations (SOLE’s). To solve SOLE’s, is one of the most crucial topics in iterative methods. The SOLE’s occurs throughout the natural sciences, social sciences, engineering, medicine and business. For the most part, iterative methods are used for solving sparse SOLE’s. In this research, an improved iterative scheme namely, ‘’a new improved classical iterative algorithm (NICA)’’ has been developed. The proposed iterative method is valid when the co-efficient matrix of SOLE’s is strictly diagonally dominant (SDD), irreducibly diagonally dominant (IDD), M-matrix, Symmetric positive definite with some conditions and H-matrix. Such types of SOLE’s does arise usually from ordinary differential equations (ODE’s) and partial differential equations (PDE’s). The proposed method reduces the number of iterations, decreases spectral radius and increases the rate of convergence. Some numerical examples are utilized to demonstrate the effectiveness of NICA over Jacobi (J), Gauss Siedel (GS), Successive Over Relaxation (SOR), Refinement of Jacobi (RJ), Second Refinement of Jacobi (SRJ), Generalized Jacobi (GJ) and Refinement of Generalized Jacobi (RGJ) methods. 
线性代数的基本问题是求解线性方程组。求解SOLE问题是迭代方法中最关键的问题之一。SOLE发生在自然科学、社会科学、工程、医学和商业领域。在大多数情况下,迭代方法用于求解稀疏SOLE。在本研究中,提出了一种改进的迭代方案,即“新的改进经典迭代算法(NICA)”。当SOLE的共有效矩阵是严格对角占优(SDD)、不可约对角占优(IDD)、M-矩阵、带某些条件的对称正定和H-矩阵时,所提出的迭代方法是有效的。这种类型的SOLE通常来自常微分方程(ODE)和偏微分方程(PDE)。该方法减少了迭代次数,减小了谱半径,提高了收敛速度。通过一些数值例子证明了NICA在Jacobi(J)、Gauss-Siedel(GS)、逐次过松弛(SOR)、Jacobi的精化(RJ)、雅可比的二次精化(SRJ)、广义雅可比(GJ)和广义雅可比的精化(RGJ)方法上的有效性。
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引用次数: 2
Improved PERC Solar Cell Design by TCAD Simulation 通过TCAD仿真改进PERC太阳能电池设计
Q4 Physics and Astronomy Pub Date : 2022-03-28 DOI: 10.53560/ppasa(58-4)637
A. Rehman, A. Siddiqui, M. Nadeem, M. Usman
In this work, we aim to identify the performance limiting factors and consequently improve the performance of PERC solar cells through extensive TCAD based device simulation and modelling. Initially, a simplified planar PERC solar cell structure is simulated in Silvaco (Athena/Atlas), where the device geometry is selected according to an experimentally fabricated cell with an efficiency of 17.86%. The J-V curves and solar cell parameters such as Jsc, FF, Voc and efficiency (η) of the simulated cell are then fitted to the experimental performance parameters by incorporating relevant models as suggested by the literature. These include: carriers’ generation-recombination, mobility, statistics and bandgap narrowing. A good agreement is obtained, where the average percentage difference between simulated and experimental performance parameters is 0.65%. The solar cell performance is then improved to 21.52% by optimising the anti-reflective coating stack composition and thickness, and adding surface texturing. This increase in efficiency is attributed to lower surface recombination and reduced reflection due to light trapping. In addition, a textured front surface enhances the path-length of light, causing it to undergo multiple internal reflections which further increases light trapping, thus increasing Jsc by 7.31 mA/cm2. 
在这项工作中,我们的目标是通过广泛的基于TCAD的设备仿真和建模来确定性能限制因素,从而提高PERC太阳能电池的性能。首先,在Silvaco (Athena/Atlas)中模拟了一个简化的平面PERC太阳能电池结构,其中根据实验制作的效率为17.86%的电池选择了器件几何形状。然后结合文献中提出的相关模型,将模拟电池的J-V曲线和太阳能电池参数如Jsc、FF、Voc和效率(η)拟合到实验性能参数中。其中包括:运营商的世代重组、移动性、统计和带隙缩小。仿真和实验性能参数之间的平均百分比差异为0.65%,得到了很好的一致性。通过优化抗反射涂层叠层组成和厚度,并增加表面纹理,使太阳能电池性能提高到21.52%。这种效率的提高是由于较低的表面复合和由于光捕获而减少的反射。此外,有纹理的前表面增加了光的路径长度,使其经历多次内部反射,从而进一步增加了光捕获,从而使Jsc增加了7.31 mA/cm2。
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引用次数: 0
Minimal Circular Nearly Strongly Balanced Repeated Measurements Designs in Unequal Period Sizes 周期大小不等的极小圆近似强平衡重复测量设计
Q4 Physics and Astronomy Pub Date : 2022-03-21 DOI: 10.53560/ppasa(58-4)633
H. M. K. Rasheed, Hafsa Khan, R. Ahmed, Farrukh Jamal
In this article, some series are developed to generate circular nearly strongly balanced repeated measurements designs in periods of three different sizes when p3 (smallest period size) = 2 through method of cyclic shifts (Rule II). These designs with varied period sizes have diversified applications, e.g. medicine, pharmacology, animal sciences and psychology. These designs are mainly used to balance the first order residual effect. Our proposed designs possessat least 98% efficiency of separability, therefore these designs are highly efficient to estimate the residual effects and direct effects independently.
在本文中,通过循环移位(规则II)的方法,开发了一些系列,在p3(最小周期尺寸)= 2时,在三个不同尺寸的周期中产生循环近强平衡重复测量设计。这些不同周期尺寸的设计具有多种应用,例如医学,药理学,动物科学和心理学。这些设计主要用于平衡一阶残余效应。我们提出的设计至少具有98%的可分离性效率,因此这些设计可以高效地独立估计剩余效应和直接效应。
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引用次数: 1
Response of Homogeneous Conducting Sphere in Non-Integer Dimensional Space 非整数维空间中均匀导电球的响应
Q4 Physics and Astronomy Pub Date : 2022-03-21 DOI: 10.53560/ppasa(58-4)755
Saeed Ahmed, M. Akbar, M. Shahzad
In this paper, we have investigated electric potential and field analytically for homogeneous conducting sphere by solving the Laplacian equation in fractional dimensional space. The laplacian equation in fractional space describes complex phenomena of physics. The separation variable method is used to solve the Laplace differential equation. The mathematical formulae governing the interaction of a low-frequency source of electric current with a spherical anomaly are derived in fractional dimensional space. These formulae are used to determine the apparent resistivity and induced-polarization response. The potential due to the current point source in fractional space is derived using Gegenbauer polynomials. The electric field inrensity of the homogeneous conducting sphere is calculated using the electric potential due to a current point source outside the sphere. The results are compared analytically with classical results by setting the fractional parameter α=3.
本文通过求解分数维空间中的拉普拉斯方程,对均匀导电球的电势和场进行了解析研究。分数空间中的拉普拉斯方程描述了复杂的物理现象。采用分离变量法求解拉普拉斯微分方程。在分数维空间中导出了低频电流源与球形异常相互作用的数学公式。这些公式用于确定视电阻率和感应极化响应。利用Gegenbauer多项式导出了分数空间中由电流点源引起的电势。利用球外电流点源产生的电势计算了均匀导电球的电场密度。通过设置分数参数α=3,将结果与经典结果进行了解析比较。
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引用次数: 0
期刊
Proceedings of the Pakistan Academy of Sciences: Part A
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