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Development and Application of a Power Law Constitutive Model for Eddy Current Dampers
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作者 Longteng Liang Zhouquan Feng +2 位作者 Hongyi Zhang Zhengqing Chen Changzhao Qian 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第3期2403-2419,共17页
Eddy current dampers (ECDs) have emerged as highly desirable solutions for vibration control due to theirexceptional damping performance and durability. However, the existing constitutive models present challenges tot... Eddy current dampers (ECDs) have emerged as highly desirable solutions for vibration control due to theirexceptional damping performance and durability. However, the existing constitutive models present challenges tothe widespread implementation of ECD technology, and there is limited availability of finite element analysis (FEA)software capable of accurately modeling the behavior of ECDs. This study addresses these issues by developing anewconstitutivemodel that is both easily understandable and user-friendly for FEAsoftware. By utilizing numericalresults obtained from electromagnetic FEA, a novel power law constitutive model is proposed to capture thenonlinear behavior of ECDs. The effectiveness of the power law constitutive model is validated throughmechanicalproperty tests and numerical seismic analysis. Furthermore, a detailed description of the application process ofthe power law constitutive model in ANSYS FEA software is provided. To facilitate the preliminary design ofECDs, an analytical derivation of energy dissipation and parameter optimization for ECDs under harmonicmotionis performed. The results demonstrate that the power law constitutive model serves as a viable alternative forconducting dynamic analysis using FEA and optimizing parameters for ECDs. 展开更多
关键词 Eddy current damper constitutive model finite element analysis vibration control power law constitutive model
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General laws of funding for scientific citations:how citations change in funded and unfunded research between basic and applied sciences 被引量:1
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作者 Mario Coccia Saeed Roshani 《Journal of Data and Information Science》 CSCD 2024年第4期71-89,共19页
Purpose:The goal of this study is to analyze the relationship between funded and unfunded papers and their citations in both basic and applied sciences.Design/methodology/approach:A power law model analyzes the relati... Purpose:The goal of this study is to analyze the relationship between funded and unfunded papers and their citations in both basic and applied sciences.Design/methodology/approach:A power law model analyzes the relationship between research funding and citations of papers using 831,337 documents recorded in the Web of Science database.Findings:The original results reveal general characteristics of the diffusion of science in research fields:a)Funded articles receive higher citations compared to unfunded papers in journals;b)Funded articles exhibit a super-linear growth in citations,surpassing the increase seen in unfunded articles.This finding reveals a higher diffusion of scientific knowledge in funded articles.Moreover,c)funded articles in both basic and applied sciences demonstrate a similar expected change in citations,equivalent to about 1.23%,when the number of funded papers increases by 1%in journals.This result suggests,for the first time,that funding effect of scientific research is an invariant driver,irrespective of the nature of the basic or applied sciences.Originality/value:This evidence suggests empirical laws of funding for scientific citations that explain the importance of robust funding mechanisms for achieving impactful research outcomes in science and society.These findings here also highlight that funding for scientific research is a critical driving force in supporting citations and the dissemination of scientific knowledge in recorded documents in both basic and applied sciences.Practical implications:This comprehensive result provides a holistic view of the relationship between funding and citation performance in science to guide policymakers and R&D managers with science policies by directing funding to research in promoting the scientific development and higher diffusion of results for the progress of human society. 展开更多
关键词 Research funding CITATIONS Scientific development Science diffusion Scientific laws power law model Matthew effect Science policy Research policy Science of science Dynamics of science Evolution of science
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面向幂律图的动态图存储结构Power-PCSR
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作者 毛志雄 刘志楠 +3 位作者 高叙宁 王蒙湘 巩树凤 张岩峰 《计算机科学》 CSCD 北大核心 2024年第8期56-62,共7页
图数据在现实生活中广泛存在,且不断发生变化。传统高效的静态图存储方式——压缩行/列(Compressed Sparse Row/Column,CSR/CSR)存储方式在更新图数据时需要大量的数据迁移,不适用于动态图数据。而能够高效更新图数据的邻接表(Adjacency... 图数据在现实生活中广泛存在,且不断发生变化。传统高效的静态图存储方式——压缩行/列(Compressed Sparse Row/Column,CSR/CSR)存储方式在更新图数据时需要大量的数据迁移,不适用于动态图数据。而能够高效更新图数据的邻接表(Adjacency List,AL)存储方式往往带有大量的指针,导致其图数据读取和分析效率低。Packed Compressed Sparse Row(PCSR)是一种基于CSR的动态图存储结构。该结构在存储边数据时并不是采用连续无空隙数组,而是采用留有空槽的压缩存储阵列(Packed Memory Arrays,PMA)结构,便于边数据的插入。因此,PCSR支持高效图更新和图分析。但是,PCSR在存储幂律图时,其性能容易受大度数顶点的影响。为此,基于PCSR提出一种支持可高效更新和分析动态幂律图的图存储结构Power-PCSR。该结构将幂律图中度数较大的顶点单独存储在一个独立的PMA中,其他所有小度数顶点与PCSR一样存储在原PMA中。小度顶点变化导致的数据迁移不会触及大度数顶点,从而大大减少了数据迁移数量;同样,大度数顶点更新导致的数据迁移只限制在每个大度数顶点的PMA内部,不会涉及小度数顶点和其他大度数顶点的数据迁移。实验显示,Power-PCSR在分析图数据时与PCSR具有相似的性能,而在更新图数据时比PCSR快2倍。 展开更多
关键词 动态图存储 动态图更新 数据迁移 power-PCSR 幂律图
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Microwave-Assisted Transition Metal Nanostructure Synthesis: Power-Law Signature Verification
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作者 Victor J. Law Denis P. Dowling 《American Journal of Analytical Chemistry》 2023年第8期326-349,共24页
A power-law (y = cx<sup>n</sup>) signature between process energy budget (kJ) and process energy density (kJ·ml<sup>-1</sup>) of microwave-assisted synthesis of silver and gold nanostructu... A power-law (y = cx<sup>n</sup>) signature between process energy budget (kJ) and process energy density (kJ·ml<sup>-1</sup>) of microwave-assisted synthesis of silver and gold nanostructures has been recently described [Law and Denis. AJAC, 14(4), 149-174, (2023)]. This study explores this relation further for palladium, platinum, and zinc oxide nanostructures. Parametric cluster analysis and statistical analysis is used to test the power-law signature of over four orders of magnitude as a function of six microwave applicator-types metal precursor, non-Green Chemistry synthesis and claimed Green Chemistry. It is found that for the claimed Green Chemistry, process energy budget ranges from 0.291 to 900 kJ, with a residual error ranging between −33 to +25.9 kJ·ml<sup>-1</sup>. The non-Green Chemistry synthesis has a higher process energy budget range from 3.2 kJ to 3.3 MJ, with a residual error of −33.3 to +245.3 kJ·ml<sup>-1</sup>. It is also found that the energy profile over time produced by software controlled digestion applicators is poorly reported which leads to residual error problematic outliers that produce possible phase-transition in the power-law signature. The original Au and Ag database and new Pd, Pt and ZnO database (with and without problematic outliers) yield a global microwave-assisted synthesis power-law signature constants of c = 0.7172 ± 0.3214 kJ·ml<sup>-1</sup> at x-axes = 0.001 kJ, and the exponent, n = 0.791 ± 0.055. The information in this study is aimed to understand variations in historical microwave-assisted synthesis processes, and develop new scale-out synthesis through process intensification. 展开更多
关键词 Microwave-Assisted Synthesis PD Ag Pt AU ZnO power-law Residual Error Statistical Analysis Parametric Cluster Analysis
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Power Law网络中一种资源定位机制的设计与仿真 被引量:2
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作者 李静 《系统仿真学报》 CAS CSCD 北大核心 2009年第3期735-738,共4页
如何有效地进行资源定位是影响广域网内分布式系统性能的重要因素,已有的一些资源查找算法引入了小世界原理来提高定位效率和降低网络负载,但没有较好解决小世界网络的构造问题。在Kleinberg小世界模型的基础上,利用幂率网络特性,提出... 如何有效地进行资源定位是影响广域网内分布式系统性能的重要因素,已有的一些资源查找算法引入了小世界原理来提高定位效率和降低网络负载,但没有较好解决小世界网络的构造问题。在Kleinberg小世界模型的基础上,利用幂率网络特性,提出了一个小世界网络的构造方法PLSWCP(Power Law oriented Small World Construction Protocol),并给出了该方法的数学分析和实现。该方法是分布式的,不必拥有全局知识,每个节点只需维护局部视图,即可使资源定位具有小世界特征所带来的优化的时间复杂度。分析和实验结果表明,该方法可以提高资源定位的效率,具有良好的扩展性,自适应性和负载均衡性。 展开更多
关键词 广域网 幂率 小世界 分布式
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高分子溶液sol—gel相转移Power—Law公式的修正
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作者 张庆芝 郑洪河 《周口师范学院学报》 CAS 1995年第4期1-6,共6页
本文在大量实验基础上对长期以来使用的高分子溶液sol—gel相转移的Power—law公式η_r∝(f_c—f)^(-k)作了进一步的探讨。在式中引入有关体系性质的参量和实验的边界条件后,可将公式变为η_r∝[1—(f/f_c)α]^(-k)。而修正后的公式更... 本文在大量实验基础上对长期以来使用的高分子溶液sol—gel相转移的Power—law公式η_r∝(f_c—f)^(-k)作了进一步的探讨。在式中引入有关体系性质的参量和实验的边界条件后,可将公式变为η_r∝[1—(f/f_c)α]^(-k)。而修正后的公式更加接近实验事实。参数α反映了溶液中溶质、溶剂以及添加的金属阳离子间的相互作用情况,从而得到的结果也更加可靠。 展开更多
关键词 海藻酸钠 相对粘度 sol—gel相转移 powerlaw公式 渗透理论
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瞬态信号的双树复小波Power-Law检测
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作者 董华玉 张晓兵 +1 位作者 文钢 玄兆林 《数据采集与处理》 CSCD 北大核心 2009年第1期23-27,共5页
为克服离散小波变换平移不变性差的不足,通过构造的Hilbert变换对滤波器组,实现了双树复小波变换。建立了基于复小波变换系数的Power-Law检测器。推导了检测统计量的渐近性能和偏移系数,由输入信噪比损失给出了检测器参数的选择方法。... 为克服离散小波变换平移不变性差的不足,通过构造的Hilbert变换对滤波器组,实现了双树复小波变换。建立了基于复小波变换系数的Power-Law检测器。推导了检测统计量的渐近性能和偏移系数,由输入信噪比损失给出了检测器参数的选择方法。利用仿真与实测数据进行了试验,并与基于离散小波变换的Power-Law检测器进行了比较。本文提出的小波方法能很好实现平移不变性,建立的检测器具有更大的偏移系数,在相同的信噪比和虚警概率下能够得到更高的检测概率。 展开更多
关键词 信号检测 瞬态信号 双树复小波 Hilbert变换对 power-law检测
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静态随机共振的非高斯噪声中瞬态信号小波域Power-Law检测
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作者 董华玉 玄兆林 邓大新 《噪声与振动控制》 CSCD 北大核心 2008年第2期126-129,共4页
研究非高斯噪声中微弱瞬态信号的检测。利用静态随机共振方法对微弱信号进行处理,使瞬态信号的信噪比得到增强。在小波域建立了新的Power-Law检测器。通过仿真实验对比发现,在相同的信噪比和虚警概率下,采用提出的方法可以得到更高的检... 研究非高斯噪声中微弱瞬态信号的检测。利用静态随机共振方法对微弱信号进行处理,使瞬态信号的信噪比得到增强。在小波域建立了新的Power-Law检测器。通过仿真实验对比发现,在相同的信噪比和虚警概率下,采用提出的方法可以得到更高的检测概率。 展开更多
关键词 振动与波 随机共振 瞬态信号 非高斯噪声 power-law检测
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Macro Impact of the Law on Prevention and Control of Atmospheric Pollution on Power Industry Development
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作者 王志轩 《Electricity》 2001年第2期38-41,共4页
The newly revised and enlarged main contents of the Law of Prevention and Control of Atmospheric Pollution are described, The macro impacts of the law on the power industry development are analyzed mainly in respects ... The newly revised and enlarged main contents of the Law of Prevention and Control of Atmospheric Pollution are described, The macro impacts of the law on the power industry development are analyzed mainly in respects to power demand and readjustment of power structure and layout. clean production and pollution control level, scientific management of environmental protection, in accordance with law as well as changes of construction and operation costs. And finally, several questions worthy to be noted in course of implementation of the new law are enumerated. 展开更多
关键词 law of environmental protection atmospheric pollution power industry
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一种改进的Power-Law检测器在突发信号检测中的应用 被引量:3
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作者 熊蜀君 张莉 吴瑛 《信息工程大学学报》 2006年第3期248-250,共3页
根据短时突发通信信号的特点,提出了一种改进的基于高阶谱的power-law检测器。该方法利用高斯噪声和通信信号的高阶统计量存在较大差异的特点,对传统power-law检测器进行了改进。仿真结果表明,基于高阶谱的power-law检测器对短时突发通... 根据短时突发通信信号的特点,提出了一种改进的基于高阶谱的power-law检测器。该方法利用高斯噪声和通信信号的高阶统计量存在较大差异的特点,对传统power-law检测器进行了改进。仿真结果表明,基于高阶谱的power-law检测器对短时突发通信信号的检测效果优于传统的基于DFT的power-law检测器。 展开更多
关键词 检测 突发信号 power-law 高阶谱
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基于Power-Law原则的P2P实现
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作者 于昊 余风 张忠能 《计算机应用与软件》 CSCD 北大核心 2006年第3期45-48,共4页
由于Napster,Gnutella和Freenet的巨大成功,端对端技术在搭建分布式应用上吸引了工业界和媒体的注意。基于P2P的项目大多要面对一些基本的问题,这包括了安全性、可靠性和路由。但是,由于网络规模的问题,传统的技术并不能直接应用于P2P... 由于Napster,Gnutella和Freenet的巨大成功,端对端技术在搭建分布式应用上吸引了工业界和媒体的注意。基于P2P的项目大多要面对一些基本的问题,这包括了安全性、可靠性和路由。但是,由于网络规模的问题,传统的技术并不能直接应用于P2P系统。本文将介绍一种基于Power-Law原则的P2P模型。 展开更多
关键词 P2P powerlaw TCP/TP
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Failure analysis on China power grid based on power law 被引量:1
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作者 Xiaofeng WENG Yiguang HONG +1 位作者 Ancheng XUE Shengwei MEI 《控制理论与应用(英文版)》 EI 2006年第3期235-238,共4页
This paper is concerned with the mechanism of blackouts in China power system from the viewpoint of self-organized criticality. By using two estimation algorithms of scaled window variance (SWV) and rescaled rangest... This paper is concerned with the mechanism of blackouts in China power system from the viewpoint of self-organized criticality. By using two estimation algorithms of scaled window variance (SWV) and rescaled rangestatistics (R/S), this paper studies the blackout data in China power system during 1988-1997. The result of analysis shows that the blackout data of 1994-1997 coincides well with the autocorrelation. Furthermore, it is found that the function of blackout probability vs. blackout size exhibits power law distribution. 展开更多
关键词 power system BLACKOUT power law Estimation algorithm
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Empirical Scaling Laws of Neutral Beam Injection Power in HL-2A Tokamak 被引量:3
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作者 曹建勇 魏会领 +11 位作者 刘鹤 杨宪福 邹桂清 于利明 李青 罗翠文 潘宇东 姜韶风 雷光玖 李波 饶军 段旭如 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第5期43-46,共4页
We present an experimental method to obtain neutral beam injection (NBI) power scaling laws with operating parameters of the NBI system on HL-2A, including the beam divergence angle, the beam power transmission effi... We present an experimental method to obtain neutral beam injection (NBI) power scaling laws with operating parameters of the NBI system on HL-2A, including the beam divergence angle, the beam power transmission efficiency, the neutralization efficiency and so on. With the empirical scaling laws, the estimating power can be obtained in every shot of experiment on time, therefore the important parameters such as the energy confinement time can be obtained precisely. The simulation results by the tokamak simulation code (TSC) show that the evolution of the plasma parameters is in good agreement with the experimental results by using the NBI power from the empirical scaling law. 展开更多
关键词 In Empirical Scaling laws of Neutral Beam Injection power in HL-2A Tokamak HL
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Bayesian estimation of a power law process with incomplete data 被引量:2
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作者 HU Junming HUANG Hongzhong LI Yanfeng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第1期243-251,共9页
Due to the simplicity and flexibility of the power law process,it is widely used to model the failures of repairable systems.Although statistical inference on the parameters of the power law process has been well deve... Due to the simplicity and flexibility of the power law process,it is widely used to model the failures of repairable systems.Although statistical inference on the parameters of the power law process has been well developed,numerous studies largely depend on complete failure data.A few methods on incomplete data are reported to process such data,but they are limited to their specific cases,especially to that where missing data occur at the early stage of the failures.No framework to handle generic scenarios is available.To overcome this problem,from the point of view of order statistics,the statistical inference of the power law process with incomplete data is established in this paper.The theoretical derivation is carried out and the case studies demonstrate and verify the proposed method.Order statistics offer an alternative to the statistical inference of the power law process with incomplete data as they can reformulate current studies on the left censored failure data and interval censored data in a unified framework.The results show that the proposed method has more flexibility and more applicability. 展开更多
关键词 incomplete data power law process Bayesian inference order statistics repairable system
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Drag characteristics of power law fluids on an upstream moving surface 被引量:1
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作者 Liancun Zheng Xinxin Zhang Jicheng He 《Journal of University of Science and Technology Beijing》 CSCD 2005年第6期504-506,共3页
The specific problem to be considered here concerns the boundary layer problem of a non-Newtonian fluid on a flat plate in length, whose surface has a constant velocity opposite in the direction to that of the mainstr... The specific problem to be considered here concerns the boundary layer problem of a non-Newtonian fluid on a flat plate in length, whose surface has a constant velocity opposite in the direction to that of the mainstream with Uw 〉〉 U∞, or alternatively when the plate surface velocity is kept fixed but the stream speed is reduced to zero. A theoretical analysis for a boundary layer flow is made and the self-similar equation is determined. Solutions are presented numerically for special power index and the associated transfer behavior is discussed. 展开更多
关键词 boundary layer theory power law fluid similarity solutions
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A New Idea of Fractal-Fractional Derivative with Power Law Kernel for Free Convection Heat Transfer in a Channel Flow between Two Static Upright Parallel Plates 被引量:1
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作者 Dolat Khan Gohar Ali +3 位作者 Arshad Khan Ilyas Khan Yu-Ming Chu Kottakkaran Sooppy Nisar 《Computers, Materials & Continua》 SCIE EI 2020年第11期1237-1251,共15页
Nowadays some new ideas of fractional derivatives have been used successfully in the present research community to study different types of mathematical models.Amongst them,the significant models of fluids and heat or... Nowadays some new ideas of fractional derivatives have been used successfully in the present research community to study different types of mathematical models.Amongst them,the significant models of fluids and heat or mass transfer are on priority.Most recently a new idea of fractal-fractional derivative is introduced;however,it is not used for heat transfer in channel flow.In this article,we have studied this new idea of fractal fractional operators with power-law kernel for heat transfer in a fluid flow problem.More exactly,we have considered the free convection heat transfer for a Newtonian fluid.The flow is bounded between two parallel static plates.One of the plates is heated constantly.The proposed problem is modeled with a fractal fractional derivative operator with a power-law kernel and solved via the Laplace transform method to find out the exact solution.The results are graphically analyzed via MathCad-15 software to study the behavior of fractal parameters and fractional parameter.For the influence of temperature and velocity profile,it is observed that the fractional parameter raised the velocity and temperature as compared to the fractal operator.Therefore,a combined approach of fractal fractional explains the memory of the function better than fractional only. 展开更多
关键词 Fractal-fractional derivative power law kernel convection heat transfer upright parallel plates
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The Fractional Power Law of Wind Wave Growth in Deep Water for Short Fetch 被引量:1
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作者 GUANChanglong SUNQun PhilippeFraunie 《Journal of Ocean University of Qingdao》 2002年第2期105-108,共4页
Combining the 3/2 power law proposed by Toba with the significant wave energy balance equation for wind waves, wave growth in deep water for short fetch is investigated. It is found that the variations of wave height ... Combining the 3/2 power law proposed by Toba with the significant wave energy balance equation for wind waves, wave growth in deep water for short fetch is investigated. It is found that the variations of wave height and period with fetch have the form of power function with fractional exponents 3/8 and 1/4 respectively. Using these exponents in the power functions and through data fitting, the concise wind wave growth relations for short fetch are obtained. 展开更多
关键词 wind wave growth short fetch fractional power law
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Characteristics of Convection Heat Transfer in Power⁃Law Fluid Saturated Porous Media Channel 被引量:1
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作者 Xingwang Tian Kun Zhang +2 位作者 Feng Liu Ping Wang Shiming Xu 《Journal of Harbin Institute of Technology(New Series)》 CAS 2022年第2期52-61,共10页
Considering Brinkman⁃Forchheimer extended Darcy flow and local thermal non⁃equilibrium effect,a general model of forced convection with viscous dissipation in power⁃law fluid saturated porous media channel was establi... Considering Brinkman⁃Forchheimer extended Darcy flow and local thermal non⁃equilibrium effect,a general model of forced convection with viscous dissipation in power⁃law fluid saturated porous media channel was established.The dimensionless temperature profiles and Nusselt number were numerically solved using the classical fourth⁃order Runge Kutta method under a constant heat flux boundary condition.The conclusion showed that the fluid⁃solid temperature distributions were significantly affected by dimensionless Bi,k,Da,Br,and F,and the effects of power⁃law indexes on convection heat transfer characteristics were also non⁃negligible. 展开更多
关键词 viscous dissipation powerlaw fluid porous medium thermal non⁃equilibrium numerical simulation
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Laminar natural convection characteristics in an enclosure with heated hexagonal block for non-Newtonian power law fluids 被引量:2
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作者 Krunal M.Gangawane B.Manikandan 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2017年第5期555-571,共17页
This work illustrates the steady state, two dimensional natural convective flow and heat transfer features in square enclosure containing heated hexagonal block maintained either at constant wall temperature(CWT) or u... This work illustrates the steady state, two dimensional natural convective flow and heat transfer features in square enclosure containing heated hexagonal block maintained either at constant wall temperature(CWT) or uniform heat flux(UHF) thermal conditions. Governing equations(mass, momentum and energy) are solved by using finite volume method(FVM) with 3rd order accurate QUICK discretization scheme and SIMPLE algorithm for range of field pertinent parameters such as, Grashof number(10~3≤ Gr ≤ 10~6), Prandtl number(1 ≤ Pr ≤ 100) and power law index(0.5 ≤ n ≤ 1.5). The analysis of momentum and heat transfer characteristics are delineated by evolution of streamlines, isotherms, variation of average Nusselt number value and Colburn factor for natural convection(j_(nH)). A remarkable change is observed on fluid flow and thermal distribution pattern in cavity for both thermal conditions. Nusselt number shows linear variation with Grashof and Prandtl numbers; while rate of heat transfer by convection decreases for power law index value. Higher heat transfer rate can be achieved by using uniform heat flux condition. A Nusselt number correlation is developed for possible utilization in engineering/scientific design purpose. 展开更多
关键词 Square cavity Heated block Grashof number Natural convection power law index
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Analysis of precipitation characteristics of South and North China based on the power-law tail exponents 被引量:4
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作者 封国林 龚志强 +1 位作者 支蓉 章大全 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第7期2745-2752,共8页
Precipitation sequence is a typical nonlinear and chaotic observational series, and studies on precipitation forecasts are restricted to the use of traditional linear statistical methods, especially when analysing the... Precipitation sequence is a typical nonlinear and chaotic observational series, and studies on precipitation forecasts are restricted to the use of traditional linear statistical methods, especially when analysing the regional characteristics of precipitation. In the context of 20 stations' daily precipitation series (from 1956 to 2000) in South China (SC) and North China (NC), we divide each precipitation series into many self-stationary segments by using the heuristic segmentation algorithm (briefly BG algorithm). For each station's precipitation series, we calculate the exponent of power-law tall (EPT) of the cumulative probability distribution of segments with a length larger than l for precipitation and temperature series. Our results show that the power-law decay of the cumulative probability distribution of stationary segments might be a common attribution for precipitation and other nonstationary time series; the EPT somewhat indicates the precipitation duration and its spatial distribution that might be different from area to area. The EPT in NC is larger than in SC; Meanwhile, EPT might be another effective way to study the abrupt changes in nonlinear and nonstationary time series. 展开更多
关键词 the power-law exponents precipitation durative abrupt precipitation change
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