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Stability analysis for a second-order continuous finite-time control system subject to a disturbance 被引量:26
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作者 Shihong DING Shihua LI Qi LI 《控制理论与应用(英文版)》 EI 2009年第3期271-276,共6页
In this paper, using finite-time control method, we consider the disturbance analysis of a second-order system with unknown but bounded disturbance. We show that the states of the second-order system will be stabilize... In this paper, using finite-time control method, we consider the disturbance analysis of a second-order system with unknown but bounded disturbance. We show that the states of the second-order system will be stabilized to a region containing the origin. The radius of this region is determined by the control parameters and can be rendered as small as desired. The rigorous stability analysis is also given. Compared with the conventional PD control law, the finite-time control law yields a better disturbance rejection performance. Numerical simulation results show the effectiveness of the method. 展开更多
关键词 Finite-time control second-order system Disturbance analysis Bounded disturbance
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Second-Order Adjoint Sensitivity Analysis Methodology for Computing Exactly Response Sensitivities to Uncertain Parameters and Boundaries of Linear Systems: Mathematical Framework 被引量:3
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作者 Dan Gabriel Cacuci 《American Journal of Computational Mathematics》 2020年第3期329-354,共26页
This work presents the “Second-Order Comprehensive Adjoint Sensitivity Analysis Methodology (2<sup>nd</sup>-CASAM)” for the efficient and exact computation of 1<sup>st</sup>- and 2<sup>... This work presents the “Second-Order Comprehensive Adjoint Sensitivity Analysis Methodology (2<sup>nd</sup>-CASAM)” for the efficient and exact computation of 1<sup>st</sup>- and 2<sup>nd</sup>-order response sensitivities to uncertain parameters and domain boundaries of linear systems. The model’s response (<em>i.e.</em>, model result of interest) is a generic nonlinear function of the model’s forward and adjoint state functions, and also depends on the imprecisely known boundaries and model parameters. In the practically important particular case when the response is a scalar-valued functional of the forward and adjoint state functions characterizing a model comprising N parameters, the 2<sup>nd</sup>-CASAM requires a single large-scale computation using the First-Level Adjoint Sensitivity System (1<sup>st</sup>-LASS) for obtaining all of the first-order response sensitivities, and at most N large-scale computations using the Second-Level Adjoint Sensitivity System (2<sup>nd</sup>-LASS) for obtaining exactly all of the second-order response sensitivities. In contradistinction, forward other methods would require (<em>N</em>2/2 + 3 <em>N</em>/2) large-scale computations for obtaining all of the first- and second-order sensitivities. This work also shows that constructing and solving the 2<sup>nd</sup>-LASS requires very little additional effort beyond the construction of the 1<sup>st</sup>-LASS needed for computing the first-order sensitivities. Solving the equations underlying the 1<sup>st</sup>-LASS and 2<sup>nd</sup>-LASS requires the same computational solvers as needed for solving (<em>i.e.</em>, “inverting”) either the forward or the adjoint linear operators underlying the initial model. Therefore, the same computer software and “solvers” used for solving the original system of equations can also be used for solving the 1<sup>st</sup>-LASS and the 2<sup>nd</sup>-LASS. Since neither the 1<sup>st</sup>-LASS nor the 2<sup>nd</sup>-LASS involves any differentials of the operators underlying the original system, the 1<sup>st</sup>-LASS is designated as a “<u>first-level</u>” (as opposed to a “first-order”) adjoint sensitivity system, while the 2<sup>nd</sup>-LASS is designated as a “<u>second-level</u>” (rather than a “second-order”) adjoint sensitivity system. Mixed second-order response sensitivities involving boundary parameters may arise from all source terms of the 2<sup>nd</sup>-LASS that involve the imprecisely known boundary parameters. Notably, the 2<sup>nd</sup>-LASS encompasses an automatic, inherent, and independent “solution verification” mechanism of the correctness and accuracy of the 2nd-level adjoint functions needed for the efficient and exact computation of the second-order sensitivities. 展开更多
关键词 second-order Comprehensive Adjoint Sensitivity analysis Methodology (2nd-CASAM) First-Level Adjoint Sensitivity System (1st-LASS) second-Level Adjoint Sensitivity System (2nd-LASS) Operator-Type Response second-order Sensitivities to Uncertain Model Boundaries second-order Sensitivities to Uncertain Model Parameters
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Illustrative Application of the 2<sup>nd</sup>-Order Adjoint Sensitivity Analysis Methodology to a Paradigm Linear Evolution/Transmission Model: Point-Detector Response 被引量:2
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作者 Dan Gabriel Cacuci 《American Journal of Computational Mathematics》 2020年第3期355-381,共27页
This work illustrates the application of the “Second Order Comprehensive Adjoint Sensitivity Analysis Methodology” (2<sup>nd</sup>-CASAM) to a mathematical model that can simulate the evolution and/or tr... This work illustrates the application of the “Second Order Comprehensive Adjoint Sensitivity Analysis Methodology” (2<sup>nd</sup>-CASAM) to a mathematical model that can simulate the evolution and/or transmission of particles in a heterogeneous medium. The model response is the value of the model’s state function (particle concentration or particle flux) at a point in phase-space, which would simulate a pointwise measurement of the respective state function. This paradigm model admits exact closed-form expressions for all of the 1<sup>st</sup>- and 2<sup>nd</sup>-order response sensitivities to the model’s uncertain parameters and domain boundaries. These closed-form expressions can be used to verify the numerical results of production and/or commercial software, e.g., particle transport codes. Furthermore, this paradigm model comprises many uncertain parameters which have relative sensitivities of identical magnitudes. Therefore, this paradigm model could serve as a stringent benchmark for inter-comparing the performances of all deterministic and statistical sensitivity analysis methods, including the 2<sup>nd</sup>-CASAM. 展开更多
关键词 second-order Adjoint Comprehensive Sensitivity analysis Methodology (2nd-CASAM) Evolution Benchmark Model Exact and Efficient Computation of First- and second-order Response Sensitivities
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Illustrative Application of the 2<sup>nd</sup>-Order Adjoint Sensitivity Analysis Methodology to a Paradigm Linear Evolution/Transmission Model: Reaction-Rate Detector Response 被引量:2
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作者 Dan Gabriel Cacuci 《American Journal of Computational Mathematics》 2020年第3期382-397,共16页
This work continues the illustrative application of the “Second Order Comprehensive Adjoint Sensitivity Analysis Methodology” (2<sup>nd</sup>-CASAM) to a benchmark mathematical model that can simulate th... This work continues the illustrative application of the “Second Order Comprehensive Adjoint Sensitivity Analysis Methodology” (2<sup>nd</sup>-CASAM) to a benchmark mathematical model that can simulate the evolution and/or transmission of particles in a heterogeneous medium. The model response considered in this work is a reaction-rate detector response, which provides the average interactions of particles with the respective detector or, alternatively, the time-average of the concentration of a mixture of substances in a medium. The definition of this model response includes both uncertain boundary points of the benchmark, thereby providing both direct and indirect contributions to the response sensitivities stemming from the boundaries. The exact expressions for the 1<sup>st</sup>- and 2<sup>nd</sup>-order response sensitivities to the boundary and model parameters obtained in this work can serve as stringent benchmarks for inter-comparing the performances of all (deterministic and statistical) sensitivity analysis methods. 展开更多
关键词 second-order Adjoint Comprehensive Sensitivity analysis Methodology (2nd-CASAM) Evolution Benchmark Model Exact and Efficient Computation of First- and second-order Response Sensitivities
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Modelling of Energy Storage Photonic Medium by Wavelength-Based Multivariable Second-Order Differential Equation 被引量:1
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作者 T.Binesh 《Computer Modeling in Engineering & Sciences》 SCIE EI 2020年第4期333-351,共19页
Wavelength-dependent mathematical modelling of the differential energy change of a photon has been performed inside a proposed hypothetical optical medium.The existence of this medium demands certain mathematical cons... Wavelength-dependent mathematical modelling of the differential energy change of a photon has been performed inside a proposed hypothetical optical medium.The existence of this medium demands certain mathematical constraints,which have been derived in detail.Using reverse modelling,a medium satisfying the derived conditions is proven to store energy as the photon propagates from the entry to exit point.A single photon with a given intensity is considered in the analysis and hypothesized to possess a definite non-zero probability of maintaining its energy and velocity functions analytic inside the proposed optical medium,despite scattering,absorption,fluorescence,heat generation,and other nonlinear mechanisms.The energy and velocity functions are thus singly and doubly differentiable with respect to wavelength.The solution of the resulting second-order differential equation in two variables proves that energy storage or energy flotation occurs inside a medium with a refractive index satisfying the described mathematical constraints.The minimum-value-normalized refractive index profiles of the modelled optical medium for transformed wavelengths both inside the medium and for vacuum have been derived.Mathematical proofs,design equations,and detailed numerical analyses are presented in the paper. 展开更多
关键词 Optical medium modelling energy storage multivariable second order differential equation numerical analysis minimum value-normalized refractive index profile
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Heat transfer of nanofluids considering nanoparticle migration and second-order slip velocity 被引量:2
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作者 Jing ZHU Shengnan WANG +1 位作者 Liancun ZHENG Xinxin ZHANG 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2017年第1期125-136,共12页
The heat transfer of a magnetohydrodynamics nanofluid inside an annulus considering the second-order slip condition and nanoparticle migration is theoret-ically investigated. A second-order slip condition, which appro... The heat transfer of a magnetohydrodynamics nanofluid inside an annulus considering the second-order slip condition and nanoparticle migration is theoret-ically investigated. A second-order slip condition, which appropriately represents the non-equilibrium region near the interface, is prescribed rather than the no-slip condition and the linear Navier slip condition. To impose different temperature gradients, the outer wall is subjected to q2, the inner wall is subjected to q1, and q1 〉 q2. A modified two-component four-equation non-homogeneous equilibrium model is employed for the nanofiuid, which have been reduced to two-point ordinary boundary value differential equations in the consideration of the thermally and hydrodynamically fully developed flow. The homotopy analysis method (HAM) is employed to solve the equations, and the h-curves are plotted to verify the accuracy and efficiency of the solutions. Moreover, the effects of the physical factors on the flow and heat transfer are discussed in detail, and the semi-analytical relation between NUB and NBT is obtained. 展开更多
关键词 nanofiuid second-order slip nanoparticle migration homotopy analysis method (HAM) semi-analytical relation
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Effects of Second-Order Difference-Frequency Wave Forces on Floating Wind Turbine Under Survival Condition 被引量:1
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作者 Jiawen Li Yichen Jiang +2 位作者 Yougang Tang Xiaoqi Qu Jiawei Zhai 《Transactions of Tianjin University》 EI CAS 2017年第2期130-137,共8页
In this paper, the effects of second-order difference-frequency wave forces on the global motion of an offshore wind turbine system with a large displacement under the survival condition are studied. In this case, the... In this paper, the effects of second-order difference-frequency wave forces on the global motion of an offshore wind turbine system with a large displacement under the survival condition are studied. In this case, the hydrodynamic force is the main force because the blades are feathered to reduce the lifting force. The first-order hydrodynamic forces are calculated by WADAM, while the second-order wave forces are calculated by a customized MATLAB module. Then the hydrodynamic coefficients are transferred to the wind turbine analytical code FAST. Through the comparisons of dynamic responses between the first- and second-order numerical models, it is found that the second-order wave forces significantly influence the motion of floating wind turbine under the survival condition. Moreover, neglecting the second-order force significantly underestimates the tension forces in the mooring lines. © 2017, Tianjin University and Springer-Verlag Berlin Heidelberg. 展开更多
关键词 Fluid dynamics HYDRODYNAMICS Mooring cables Sailing vessels Wind turbines
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Two new predictor-corrector algorithms for second-order cone programming 被引量:1
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作者 曾友芳 白延琴 +1 位作者 简金宝 唐春明 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2011年第4期521-532,共12页
Based on the ideas of infeasible interior-point methods and predictor-corrector algorithms, two interior-point predictor-corrector algorithms for the second-order cone programming (SOCP) are presented. The two algor... Based on the ideas of infeasible interior-point methods and predictor-corrector algorithms, two interior-point predictor-corrector algorithms for the second-order cone programming (SOCP) are presented. The two algorithms use the Newton direction and the Euler direction as the predictor directions, respectively. The corrector directions belong to the category of the Alizadeh-Haeberly-Overton (AHO) directions. These algorithms are suitable to the cases of feasible and infeasible interior iterative points. A simpler neighborhood of the central path for the SOCP is proposed, which is the pivotal difference from other interior-point predictor-corrector algorithms. Under some assumptions, the algorithms possess the global, linear, and quadratic convergence. The complexity bound O(rln(εo/ε)) is obtained, where r denotes the number of the second-order cones in the SOCP problem. The numerical results show that the proposed algorithms are effective. 展开更多
关键词 second-order cone programming infeasible interior-point algorithm predictor-corrector algorithm global convergence complexity analysis
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Dynamic Analysis of a Turret-Moored Tanker
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作者 范菊 陈小红 季春群 《China Ocean Engineering》 SCIE EI 2000年第1期103-112,共10页
In this paper, the second-order perturbation method in frequency domain is used to calculate RAO and spectra of motion and mooring line tension of a turret-moored tanker in ballast condition. The calculated results ar... In this paper, the second-order perturbation method in frequency domain is used to calculate RAO and spectra of motion and mooring line tension of a turret-moored tanker in ballast condition. The calculated results are compared with corresponding experiment results. In the experiment the wave heading is 180 degrees, and the wave spectra is the P-M spectrum and white noise spectrum. In the theoretical calculations, the damping coefficient of slow oscillation of the tanker is determined on the basis of the damping obtained from a test of irregular waves where the mooring system is replaced by a nonlinear spring with nonlinear stiffness similar to that of the mooring system. From the comparison between theoretical calculations and experiment al results, it can be found that the theoretical results obtained by the second-order perturbation method in frequency domain are in good agreement with the experimental results, indicating that the damping coefficient of slow oscillation of the tanker required in frequency domain calculation can be determined by reference to the damping coefficient of the tanker moored by a spring system in irregular waves, and the second-order perturbation method can be used to analyze the dynamic response of a turret-moored tanker. 展开更多
关键词 turret-moored tanker dynamic analysis second-order perturbation
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Second-Order Consensus in Networks of Agents with Delayed Dynamics
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作者 YANG Bo FANG Huajing 《Wuhan University Journal of Natural Sciences》 CAS 2009年第2期158-162,共5页
This paper proposes second-order consensus protocols and gives a measure of the robustness of the protocols to the time-delays existing in the dynamics of agents with second-order dynamics. By employing a frequency do... This paper proposes second-order consensus protocols and gives a measure of the robustness of the protocols to the time-delays existing in the dynamics of agents with second-order dynamics. By employing a frequency domain method, it is proven that the information states achieve second-order consensus asymptotically for appropriate time-delay if the topology of the network is connected. Particularly, a nonconservative upper bound on the fixed time-delay that can be tolerated is found. The consensus protocols are distributed in the sense that each agent only needs information from its neighboring agents, which makes the proposed protocols scalable. It reduces the complexity of connections among agents significantly. Simulation results are provided to verify the effectiveness of the theoretical results for second-order consensus in networks in the presence of time-delays existing in the dynamics of agents. 展开更多
关键词 second-order consensus protocols dynamic networks TIME-DELAYS frequency domain analysis
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Literature Review, Meta-Analysis, and Mega-Analysis in Ecological and Agricultural Sciences
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作者 Dafeng Hui Navneet Kaur +2 位作者 Avedananda Ray Lovish Kasrija Qingxia Li 《Agricultural Sciences》 CAS 2023年第4期474-484,共11页
Literature review is an important component in any scientific research. In ecological and agricultural sciences, many studies have been conducted over years. With accumulation of scientific studies and published paper... Literature review is an important component in any scientific research. In ecological and agricultural sciences, many studies have been conducted over years. With accumulation of scientific studies and published papers, it is critical to summarize and evaluate these previous research findings. Different literature review methods have been applied, including traditional qualitative literature review, quantitative meta-analysis, and more recently, mega-analysis, or meta-meta-analysis. Here we briefly describe these different approaches and draw attention to the recent development of data synthesis. Several case studies were used to illustrate the application of these methods in the ecological and agricultural sciences. 展开更多
关键词 Systematic Review Quantitative Synthesis Meta-Meta-analysis second order Meta-analysis
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“源-网-荷-储”协调控制低碳经济优化及降碳效果分析
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作者 耿光飞 宋方烁 +1 位作者 汪泽州 解芳 《电力系统保护与控制》 北大核心 2025年第9期130-140,共11页
在“双碳”目标背景下,针对实现配电网低碳经济运行问题,提出了一种“源-网-荷-储”协调控制的配电网低碳经济优化方法。首先,以考虑弃风弃光成本、柔性负荷与储能装置调度成本、碳排放成本等的配电网综合成本最小为目标函数进行建模。... 在“双碳”目标背景下,针对实现配电网低碳经济运行问题,提出了一种“源-网-荷-储”协调控制的配电网低碳经济优化方法。首先,以考虑弃风弃光成本、柔性负荷与储能装置调度成本、碳排放成本等的配电网综合成本最小为目标函数进行建模。其次,通过二阶锥松弛技术,将其转变为混合整数凸规划模型,进一步提高计算速率。然后通过修改的IEEE 33节点配电系统证明了该方法在降低配电网经济成本和碳排放方面的优越性。最后,对“源-网-荷-储”协调优化中不同降碳措施的效果进行了灵敏度分析,并以此为基础研究了协调低碳经济运行与传统经济运行之间矛盾与统一的博弈关系,得出了在不同环境条件下两种运行方式之间的相同点与差异点。 展开更多
关键词 配电网低碳经济运行 “源---储”协同优化 混合整数二阶锥规划 降碳效果分析
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A simplified fragility analysis of fan type cable stayed bridges 被引量:1
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作者 R. A. Khan T. K. Datta S. Ahmad 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2005年第1期83-94,共12页
A simplified fragility analysis of fan type cable stayed bridges usingProbabilistic Risk Analysis (PRA) procedure is presented for determining their failure probabilityunder random ground motion. Seismic input to the ... A simplified fragility analysis of fan type cable stayed bridges usingProbabilistic Risk Analysis (PRA) procedure is presented for determining their failure probabilityunder random ground motion. Seismic input to the bridge support is considered to be a riskconsistent response spectrum which is obtained from a separate analysis. For the response analysis,the bridge deck is modeled as a beam supported on springs at different points. The stiffnesses ofthe springs are determined by a separate 2D static analysis of cable-tower-deck system. The analysisprovides a coupled stiffness matrix for the spring system. A continuum method of analysis usingdynamic stiffness is Used to determine the dynamic properties of the bridges .The response of thebridge deck is obtained by the response spectrum method of analysis as applied to multi-degree offreedom system which duly takes into account the quasi - static component of bridge deck vibration.The fragility analysis includes uncertainties arising due to the variation in ground motion,material property, modeling, method of analysis, ductility factor and damage concentration effect.Probability of failure of the bridge deck is determined by the First Order Second Moment (FOSM)method of reliability. A three span double plane symmetrical fan type cable stayed bridge of totalspan 689 m, is used as an illustrative example. The fragility curves for the bridge deck failure areobtained under a number of parametric variations. Some of the important conclusions of the studyindicate that (ⅰ) not only vertical component but also the horizontal component of ground motionhas considerable effect on the probability of failure; (ⅱ) ground motion with no time lag betweensupport excitations provides a smaller probability of failure as compared to ground motion with verylarge time lag between support excitation; and (ⅲ) probability of failure may considerablyincrease for soft soil condition. 展开更多
关键词 probabilistic risk analysis fan type cable stayed bridge fragilityanalysis first order second moment
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Improvement of the Second Order Approximation of the Smoothed Particle Hydrodynamics
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作者 陈思 周岱 +2 位作者 董石麟 李华峰 阳光 《Journal of Shanghai Jiaotong university(Science)》 EI 2008年第4期404-407,共4页
The smoothed particle hydrodynamics (SPH), as a fully Lagrangian particle method, has been suc- cessfully applied to astrophysical problems and extended to elastic dynamics and computational fluid dynamics. High order... The smoothed particle hydrodynamics (SPH), as a fully Lagrangian particle method, has been suc- cessfully applied to astrophysical problems and extended to elastic dynamics and computational fluid dynamics. High order derivatives have to be approximated when elastic dynamics problems are modeled. However, the approximation errors in SPH could lead to computational failure in the case that the order of derivative is high. A novel method was proposed in order to improve the accuracy of SPH method, which shows the relationship between the selected functions and their SPH approximations. The entire involved system was represented by a finite number of particles that carry individual mass and occupy individual space, and the integral interpo- lation was approximated by a summation interpolation. In addition, error comparison was made between SPH method with and without the present improvement. 展开更多
关键词 smoothed particle hydrodynamics (SPH) second order derivatives APPROXIMATION error analysis
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Explicit Iterative Methods of Second Order and Approximate Inverse Preconditioners for Solving Complex Computational Problems
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作者 Anastasia-Dimitra Lipitakis 《Applied Mathematics》 2020年第4期307-327,共21页
Explicit Exact and Approximate Inverse Preconditioners for solving complex linear systems are introduced. A class of general iterative methods of second order is presented and the selection of iterative parameters is ... Explicit Exact and Approximate Inverse Preconditioners for solving complex linear systems are introduced. A class of general iterative methods of second order is presented and the selection of iterative parameters is discussed. The second order iterative methods behave quite similar to first order methods and the development of efficient preconditioners for solving the original linear system is a decisive factor for making the second order iterative methods superior to the first order iterative methods. Adaptive preconditioned Conjugate Gradient methods using explicit approximate preconditioners for solving efficiently large sparse systems of algebraic equations are also presented. The generalized Approximate Inverse Matrix techniques can be efficiently used in conjunction with explicit iterative schemes leading to effective composite semi-direct solution methods for solving large linear systems of algebraic equations. 展开更多
关键词 APPROXIMATE INVERSE PRECONDITIONERS ITERATIVE METHODS second order ITERATIVE Schemes Exact INVERSE METHODS APPROXIMATE INVERSE EXPLICIT Preconditioning Conjugate Gradients Convergence analysis
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The exploration of the innovation mode of school enterprise cooperation in game analysis
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作者 GAO Chaofeng YANG Ting DUAN Longlong 《International English Education Research》 2015年第12期12-14,共3页
school enterprise cooperation as a new mode of teaching. In the teaching practice has its advantages and disadvantages, how to obtain the maximum value in the pros and cons,It is the problems that enterprises and scho... school enterprise cooperation as a new mode of teaching. In the teaching practice has its advantages and disadvantages, how to obtain the maximum value in the pros and cons,It is the problems that enterprises and schools, both sides need to work together to solve. This article will carries on the domestic and foreign cooperation game research production analysis on the advantages and disadvantages in school enterprise cooperation and the analysis of its innovation. Emphasizing that between school and enterprises signed employment agreement, both parties together to develop personnel training plan, and the teachers, technology and other aspects to carry on the cooperation, using "agreement order type" talent culture. 展开更多
关键词 University - Industry Cooperation Game analysis COLLABORATIVE Innovation Agreement order type
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Study on hydrodynamic lubrication with second-order fluid (Ⅱ)——Numerical Analysis 被引量:4
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作者 Li Zhiheng HUANG Ping +2 位作者 MENG Yonggang WEN Shizhu 1. Mechatronic Engineering Department, South China University of Technology, Guangzhou 510641, China 2. National Tribology Laboraory, Tsinghua University, Beijing 100084, China 《Science China Mathematics》 SCIE 2001年第S1期8-13,共6页
The basic lubrication equations are used to calculate two kinds of lubrications examples,a plane inclined slider and a journal bearing respectively. In the calculation of the journal bearing,the Reynolds’ boundary co... The basic lubrication equations are used to calculate two kinds of lubrications examples,a plane inclined slider and a journal bearing respectively. In the calculation of the journal bearing,the Reynolds’ boundary conditions are used. In the calculation, it is found that the load carryingcapacities of the slider and the journal are of different tendencies with increase in Deborah number.Furthermore, the results show that with decrease in the film thickness the increase in the normalstress of second-order fluid is greater than that of Newtonian fluid. Finally, it is found that the dis-tribution of the normal stress changes significantly at a certain thickness. 展开更多
关键词 HYDRODYNAMIC LUBRICATION THIN film LUBRICATION second-order FLUID numerical analysis
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An Efficient Method for Reliability-based Multidisciplinary Design Optimization 被引量:12
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作者 范辉 李为吉 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2008年第4期335-340,共6页
Design for modem engineering system is becoming multidisciplinary and incorporates practical uncertainties; therefore, it is necessary to synthesize reliability analysis and the multidisciplinary design optimization ... Design for modem engineering system is becoming multidisciplinary and incorporates practical uncertainties; therefore, it is necessary to synthesize reliability analysis and the multidisciplinary design optimization (MDO) techniques for the design of complex engineering system. An advanced first order second moment method-based concurrent subspace optimization approach is proposed based on the comparison and analysis of the existing multidisciplinary optimization techniques and the reliability analysis methods. It is seen through a canard configuration optimization for a three-surface transport that the proposed method is computationally efficient and practical with the least modification to the current deterministic optimization process. 展开更多
关键词 multidisciplinary design optimization (MDO) concurrent subspace optimization reliability analysis advanced first order second moment method
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基于二阶验证性因子分析的SF-36量表结构效度的分析 被引量:36
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作者 徐秀娟 倪进东 王效军 《中国卫生统计》 CSCD 北大核心 2013年第6期846-848,共3页
目的采用二阶验证性因子分析的方法对SF-36量表的结构效度进行分析。方法分别构建SF-36量表的一阶验证性因子分析模型和二阶验证性因子分析模型进行等同模型的对比研究,并对拟合结果进行分析。结果两个模型的RMSEA均小于0.08,NNFI和CFI... 目的采用二阶验证性因子分析的方法对SF-36量表的结构效度进行分析。方法分别构建SF-36量表的一阶验证性因子分析模型和二阶验证性因子分析模型进行等同模型的对比研究,并对拟合结果进行分析。结果两个模型的RMSEA均小于0.08,NNFI和CFI均大于0.90,均拟合较好。二阶验证性因子分析模型相对一阶验证性因子分析模型的Δχ2=7.49<χ2(4)=9.49,P>0.05,不具有统计学意义。二阶验证性因子分析模型的一阶因子载荷和二阶因子载荷的标准解均大于0.30,所有因子载荷非标准解t检验的P<0.05,均具有统计学意义。结论二阶验证性因子分析模型可用于SF-36量表结构效度的分析,符合SF-36的理论构想,而且模型相对简约。 展开更多
关键词 SF-36量表 二阶验证性因子分析 结构效度
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基于数据的SecRPSO-SVM短期电力负荷预测 被引量:19
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作者 孙海蓉 谢碧霞 +1 位作者 田瑶 李卓群 《系统仿真学报》 CAS CSCD 北大核心 2017年第8期1829-1836,共8页
针对支持向量机在建模中的参数选取问题,提出一种二阶振荡和带斥力因子的粒子群优化算法优化支持向量机参数。采用非线性递减权重平衡算法的全局和局部搜索能力,二阶振荡因子保持种群多样性,提高全局搜索能力。斥力因子使粒子在搜索空... 针对支持向量机在建模中的参数选取问题,提出一种二阶振荡和带斥力因子的粒子群优化算法优化支持向量机参数。采用非线性递减权重平衡算法的全局和局部搜索能力,二阶振荡因子保持种群多样性,提高全局搜索能力。斥力因子使粒子在搜索空间均匀分布,避免陷入局部最优。针对电力负荷的非线性、时变性、受多因素影响的复杂特点,提出一种基于数据的支持向量机预测模型,综合考虑天气、时间因素、历史负荷对预测结果的影响。仿真表明该方法可以建立短期电力负荷的有效高精度预测模型。 展开更多
关键词 支持向量机 粒子群算法 二阶振荡 斥力因子 数据分析 短期电力负荷
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