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基于Wiener过程、Gamma过程和逆高斯(Inverse Gaussian,IG)过程等随机过程的可靠性建模方法在装备可靠性评估中逐步得到应用.针对3类考虑随机影响的随机过程模型,分别阐述了各类模型在一元性能退化建模、二元性能退化建模、加速退化建模和竞争失效建模等情形下的应用情况,并展望了下一步研究方向.研究工作对... 相似文献
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P.G. Tucker 《Progress in Aerospace Sciences》2011,47(7):522-545
There are numerous unsteady flow influences in turbomachinery. These can potentially make a substantial total impact on efficiency, and hence the environment and operating costs over the life of a gas turbine engine. These unsteadiness sources are reviewed. Also, the turbomachinery zones where unsteady modeling is mandatory for meaningful solutions is outlined. The various unsteady modeling hierarchies are reviewed. These range from linear harmonic to Direct Numerical Simulations (DNS). Unsteady reduced order modeling encompassing deterministic stresses and body forces are reviewed. Hierarchies are presented for different modeling lineages and fidelity levels. Mixed fidelity methods are proposed, where low and high fidelity treatments are combined. For example, Large Eddy Simulation (LES) and Unsteady Reynolds Averaged Simulations (URANS) being combined with body forces to provide appropriate system boundary conditions.A daunting array of modeling and numerical methods and strategies are found for the user to select. Each has their own theoretical limitations. Clearly a user must be aware of these. Reported performances of the different approaches are found to vary considerably between relatively similar applications. The reviewed work suggests that Computational Fluid Dynamics (CFD), as ever, is an activity that needs strong reviewing of processes, tools and overseeing of modeling practices. With regard to LES, grid densities used for typical complex geometry simulations currently appear to be too coarse. This reflects the lack of current computational performance and hence the need for reduced order models. 相似文献
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基于赋时可重构Petri网的可重构制造系统建模 总被引:2,自引:0,他引:2
系统建模是可重构制造系统生产管理控制技术的基础。分析了可重构制造系统的建模需求,提出基于赋时可重构Petri网的可重构制造系统建模的方法。该建模方法是先建立可重构制造系统当前系统的赋时可重构Petri网模型,再通过修改其建模元素得到可重构制造系统重构后系统的赋时可重构Petri网模型。实例研究表明基于赋时可重构Petri网的可重构制造系统建模方法能够满足可重构制造系统的建模需求,因此它是可重构制造系统的正确的形式化表示。 相似文献
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直升机结构动特性建模技术研究 总被引:1,自引:0,他引:1
在直升机设计阶段通过建模分析进行全机动特性设计,准确地预测全机振动响应是控制和降低直升机振动水平的关键技术,本文以直11型直升机为研究对象,对机体结构的动特性建模技术进行了深入的研究,采用从部件到全机建模的研究策略,把整个机体分成尾段,舱门,机身段,分别进行有限元建模,动特性试验,相关分析,模型修改技术和建模准则的研究,在此基础上,对部件连接界面建模分析,组建修改后的各部件模型,建立全机动特性分析模型,通过对直11型机全机动力学建模,试验相关分析与模型修改,大大增强了分析模型的预测能力,达到了40Hz以内的频率误差小于11%的预测精度,突破了对直升机复杂结构建模关键技术,建立了适用于直升机结构动力学分析的建模准则,在直11型机动特性设计中取得了成功。 相似文献
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Control-oriented Modeling for Air-breathing Hypersonic Vehicle Using Parameterized Configuration Approach 总被引:1,自引:0,他引:1
This article presents a parameterized configuration modeling approach to develop a 6 degrees of freedom (DOF) rigid-body model for air-breathing hypersonic vehicle (AHV). The modeling process involves the parameterized configuration design, inviscous hypersonic aerodynamic force calculation and scramjet engine modeling. The parameters are designed for airframe-propulsion integration configuration, the aerodynamic force calculation is based on engineering experimental methods, and the engine model is acquired from gas dynamics and quasi-one dimensional combustor calculations. Multivariate fitting is used to obtain analytical equations for aerodynamic force and thrust. Furthermore, the fitting accuracy is evaluated by relative error (RE). Trim results show that the model can be applied to the investigation of control method for AHV during the cruise phase. The modeling process integrates several disciplines such as configuration design, aerodynamic calculation, scramjet modeling and control method. Therefore the modeling method makes it possible to conduct AHV aerodynamics/propulsion/control integration design. 相似文献
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The technique was developed for studying the noise immunity of electronic systems of unmanned aerial vehicles on the basis of physical modeling. The mathematical models, the scheme of a test bench, and examples of parameter calculation for physical modeling of electromagnetic interference in communication lines under the influence of switching magnetic fields of electric transport contact network are proposed. An example of physical modeling of electromagnetic interference in communication lines is presented. 相似文献
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排球球缝随机气动力辨识建模 总被引:5,自引:0,他引:5
本文应用H(Householder)变换求解病态法方程之最小二乘法及三次样条函数最小二乘法,对不同球缝随机性气动力模型进行辨识,提高了参数估计精度。讨论了不同球缝和各种发政治协商会议方式气动力的建模方法,给出了数学模型,并进行了验证,所得结果与实践经验一致。表明气动力模型较符合实际,建模方法可行,模型简单实用,为研究运用球缝发飘球技术,提供了重要的模型依据。 相似文献
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柱塞泵热力学建模与仿真 总被引:6,自引:0,他引:6
针对航空行业广泛应用的柱塞泵的热力学特性,提出了一种分析和建模的方法.应用能量守恒定律推导并建立了集中参数的航空柱塞泵的热力学模型,并针对柱塞泵的内部结构进行了较详细的传热分析.将此建模和分析的方法应用于包含航空柱塞泵的一个典型液压回路.通过对航空柱塞泵的热力学实验与仿真结果的比较证明了建模方法的有效性. 相似文献
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直升机飞行动力学数学模型是飞行控制系统设计的基础,也是直升机飞行品质设计和评估的主要手段。直升机是一个多体系统,在直升机飞行动力学建模过程中,必须考虑旋翼、机体与升力面等的运动耦合、惯性耦合、结构耦合和气动耦合以及非定常、非线性特性,给出各个运动部件的物理模型及其数学表达形式,是对不同假设、子模型进行分析和综合的一个复杂的过程。鉴于此,简要回顾了单旋翼带尾桨直升机飞行动力学数学模型的研究现状,着重描述了直升机飞行动力学数学建模中的旋翼气动力建模、直升机气动干扰建模、旋翼/发动机建模以及直升机飞行动力学模型的集成与综合的研究现状与研究进展。最后,针对直升机飞行动力学的数学建模提出了今后的研究重点。 相似文献
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模拟中性大气边界层中污染物传输与扩散的动力相似讨论 总被引:1,自引:0,他引:1
文章从湍流雷诺数相等出发,推导出风洞中模拟中性大气边界层动力相似准则一充分发展的湍流中,运动相似的流动动力也相似。文章还讨论了模拟烟流抬升和扩散的相似准则,概述了国内外一些主要实验室应用的近似模拟技术。 相似文献
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Airship dynamics modeling: A literature review 总被引:3,自引:0,他引:3
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根据滞止式温度传感器的换热原理建立了动态理论传热模型,采用数值计算方法对模型方程进行了求解,并对计算结果进行了分析. 相似文献
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Unsteady aerodynamic modeling at high angles of attack using support vector machines 总被引:2,自引:5,他引:2
Accurate aerodynamic models are the basis of flight simulation and control law design.Mathematically modeling unsteady aerodynamics at high angles of attack bears great difficulties in model structure determination and parameter estimation due to little understanding of the flow mechanism.Support vector machines(SVMs)based on statistical learning theory provide a novel tool for nonlinear system modeling.The work presented here examines the feasibility of applying SVMs to high angle-of-attack unsteady aerodynamic modeling field.Mainly,after a review of SVMs,several issues associated with unsteady aerodynamic modeling by use of SVMs are discussed in detail,such as selection of input variables,selection of output variables and determination of SVM parameters.The least squares SVM(LS-SVM)models are set up from certain dynamic wind tunnel test data of a delta wing and an aircraft configuration,and then used to predict the aerodynamic responses in other tests.The predictions are in good agreement with the test data,which indicates the satisfying learning and generalization performance of LS-SVMs. 相似文献
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基于Modelica和Dymola的压气机系统的建模与仿真方法 总被引:1,自引:1,他引:1
基于压气机性能方程推导出一种新的压气机级的数学模型,并在这一模型基础上用Modelica语言和Dymola编译器建立了计算机仿真模型,编成了压气机系统仿真程序。还描述了压气机仿真程序建模系统和面向对象的体系结构,介绍了压气机系统特性分析的应用例子,并进行了仿真验证。结果表明,采用建立的仿真模型能够用来模拟压气机性能。 相似文献