Identification of external harmonic force parameters

Volodymyr Shcherbak, Nadiya Zhogoleva
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Abstract

The problem of determining the external force, which is given by the harmonic function of time and acts on a self-oscillating system of general type (Lienard oscillator) is considered. A general method of asymptotic estimation of oscillator velocity and force unknown parameters is proposed. Such problems of estimating the frequency, amplitude, and phase of an external force acting on a mechanical system are reflected in a sufficient number of publications both in past and present times. The reason for this interest lies in the use of appropriate techniques in various theoretical and engineering disciplines, for example, for mechanical systems for converting the kinetic energy of vibrations, in the problems of vibration isolation of periodic components of noise through rotating mechanisms, to compensate for harmonic disturbances in automatic control algorithms, in adaptive filtering during signal processing, and so on. In principle, the least squares method, Fourier analysis, and Laplace Transform provide a potential solution to the corresponding problems. However, these methods may not be suitable, for example, for control algorithms with real-time data processing. Despite the relative simplicity of the problem of determining the frequency, amplitude and phase of vibrations, approaches to solving them use a rather complex apparatus of modern methods of Applied Mathematics. The aim of this paper is to extend the method of synthesis of invariant relations to the problem of determining the parameters of external influence on a mechanical system. To obtain asymptotic estimates of the coefficients of external force, the method of invariant relations developed in analytical mechanics is used. Method was intended, in particular, to search for partial solutions (dependencies between variables) in problems of dynamics of rigid body with a fixed point. Modification of this method to the problems of observation theory made it possible to synthesize additional connections between known and unknown quantities of the original system that arise during the movement of its extended dynamic model. The asymptotic convergence of estimates of unknowns to their true value is proved. The results of numerical modeling of the asymptotic estimation process of oscillator velocity and external force parameters for the mathematical pendulum model are presented.
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外谐波参数的辨识
考虑了作用于一般型自振系统(Lienard振子)上的由时间的调和函数给出的外力的确定问题。提出了振子速度和力未知参数渐近估计的一般方法。估计作用在机械系统上的外力的频率、幅度和相位等问题,在过去和现在的出版物中都有足够多的反映。这种兴趣的原因在于在各种理论和工程学科中使用适当的技术,例如,用于转换振动动能的机械系统,通过旋转机构隔离噪声周期性成分的振动问题,以补偿自动控制算法中的谐波干扰,在信号处理期间的自适应滤波,等等。原则上,最小二乘法、傅立叶分析和拉普拉斯变换为相应的问题提供了一个潜在的解决方案。然而,这些方法可能不适合,例如,具有实时数据处理的控制算法。尽管确定振动的频率、振幅和相位的问题相对简单,但解决这些问题的方法使用了相当复杂的现代应用数学方法。本文的目的是将不变量关系的综合方法推广到确定机械系统的外部影响参数的问题。为了得到外力系数的渐近估计,采用了分析力学中发展起来的不变关系法。该方法主要用于寻找具有不动点的刚体动力学问题的部分解(变量间的依赖关系)。这种方法对观测理论问题的修正,使得在扩展的动态模型运动过程中产生的原始系统的已知和未知量之间的附加联系成为可能。证明了未知估计对其真值的渐近收敛性。给出了数学摆模型的振子速度和外力参数渐近估计过程的数值模拟结果。
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