Determination and optimization of the mathematic model using the non-linear least square and iteration methods

Mohamed Abdalla, Jainyong Zhang, R. Cheng
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引用次数: 1

Abstract

The mathematic model of ring-shaped electrostatic sensor is often represented by its spatial sensitivity, which is defined as the ratio between the induced charge on the electrode to the charge carried by a particle at a different location in the sensing zone. The first step of this study was carried out to investigate the response of the electrode to a charged particle moving axially and radially [1] through simulation, and the second step was to optimize the mathematic model using the non-linear least square and iteration methods. Based on the response to single charge particles, the spatial response of the electrode to a flow stream at different radial position was derived. The purpose of modelling was to establish an accurate analytical expression of the sensor response to single charged particles and flow streams for further study of spatial sensitivity compensation.
利用非线性最小二乘法和迭代法确定和优化数学模型
环形静电传感器的数学模型通常用其空间灵敏度来表示,空间灵敏度定义为电极上的感应电荷与传感区域内不同位置的粒子所携带的电荷之比。本研究第一步通过仿真研究电极对带电粒子轴向和径向运动[1]的响应,第二步采用非线性最小二乘法和迭代法对数学模型进行优化。基于对单电荷粒子的响应,推导了电极在不同径向位置对气流的空间响应。建立模型的目的是建立传感器对单带电粒子和流响应的精确解析表达式,为进一步研究空间灵敏度补偿提供依据。
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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