Parameter Estimation of a Ferro-Resonance Damping Circuit using Pseudo-Random Impulse Sequence Perturbations

Ian Paul Gerber, F. Mwaniki, H. Vermeulen
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引用次数: 3

Abstract

A parallel damping arrangement is typically included on the secondary side of a capacitor voltage transformer to improve the measurement accuracy and transient response. The damping arrangement, however, can affect the frequency and transient response of the capacitor voltage transformer. This paper investigates the use of a pseudo-random impulse sequence as a perturbation signal to estimate the model parameters of a passive capacitor voltage transformer damping arrangement. Transfer functions describing the damping arrangement are derived and are used to determine the observability of the circuit. The pseudo-random impulse sequence perturbation signal is applied to the terminals of the damping system, and system responses are recorded and subsequently used to estimate the associated frequency responses. Estimated parameter values, obtained from both the time-domain and frequency-domain responses using the genetic algorithm, are presented. It is shown that the frequency responses obtained using the derived mathematical functions correlate closely with the estimated responses. The damping arrangement parameter values are also shown to be estimated with a high degree of accuracy when more that one transfer function is used in the parameter estimation procedure.
基于伪随机脉冲序列摄动的铁共振阻尼电路参数估计
并联阻尼装置通常包括在电容器电压互感器的二次侧,以提高测量精度和瞬态响应。然而,阻尼的设置会影响电容式电压互感器的频率和瞬态响应。本文研究了用伪随机脉冲序列作为扰动信号来估计无源电容式电压互感器阻尼装置的模型参数。推导了描述阻尼分布的传递函数,并用于确定电路的可观测性。将伪随机脉冲序列扰动信号应用于阻尼系统的末端,记录系统响应并随后用于估计相关的频率响应。给出了用遗传算法从时域和频域响应中得到的估计参数值。结果表明,利用推导的数学函数得到的频率响应与估计的响应密切相关。当在参数估计过程中使用多个传递函数时,也显示出阻尼布置参数值的估计精度很高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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