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Vibration Reliability Analysis of Turbine Blade Based on Response Surface Method

机译:基于响应面法的涡轮叶片振动可靠性分析

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Many stochastic parameters have an effect on the reliability of a steam turbine blade during practical operation. To improve the dynamic strength reliability design of blade, it is necessary to take these stochastic parameters into account. In this paper, a variable-section torsion blade is investigated and a new method which is the combination of finite element method (FEM), response surface method (RSM) and Monte Carlo simulation method (MCS) is put forward to solve the vibration reliability analysis in the case of geometrical parameters, material parameters, installation parameters and rotation speed are considered as input random variables while the dynamic frequencies are output random variables. Based on the finite element parametrical model of torsion blade and reasonable experiment design, analysis file of the blade is complied by deterministic finite element method and applied to be loop life to create sample points. A quadratic polynomial with cross terms is chosen to fitting these samples by step-forward regression method and employed as a surrogate of numerical solver to drastically reduce the number of solvers call. Then Monte Carlo method is used to obtain the statistical characteristics and cumulative distribution function of dynamic frequencies. Aiming to the blade's dangerous mode of vibration, performance function is created and the vibration reliability analysis is carried out. Moreover, the proposed method (FEM-RSM-MCS) in this paper is compared with the Latin Hypercube samples Mont Carlo simulation method (LH-MCS) which is acted as relative precision method. The comparison result show that FEM-RSMMCS is an optional approach for the dynamic strength reliability analysis of the blade as it has less and fast calculations and high regression accuracy.
机译:在实际操作过程中,许多随机参数会影响汽轮机叶片的可靠性。为了改善叶片的动态强度可靠性设计,有必要考虑这些随机参数。本文研究了一种变截面扭力叶片,提出了一种将有限元法,有限元法,响应面法和蒙特卡罗模拟法相结合的新方法,以解决振动可靠性问题。将几何参数,材料参数,安装参数和转速的分析视为输入随机变量,而将动态频率作为输出随机变量。基于扭力叶片的有限元参数化模型和合理的实验设计,采用确定性有限元方法编制了叶片的分析文件,并将其应用于循环寿命中,建立了采样点。选择具有交叉项的二次多项式,以通过逐步回归方法拟合这些样本,并将其用作数值求解器的替代品,以大大减少求解器调用的次数。然后使用蒙特卡洛方法获得动态频率的统计特性和累积分布函数。针对叶片的危险振动模式,创建了性能函数并进行了振动可靠性分析。此外,将本文提出的方法(FEM-RSM-MCS)与作为相对精度方法的拉丁超立方体样本蒙特卡罗模拟方法(LH-MCS)进行了比较。对比结果表明,FEM-RSMMCS是叶片动态强度可靠性分析的一种可选方法,因为它计算量少,运算速度快,回归精度高。

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