Susceptibility of controller computers to environmental disruptions and its effects on system stability

Hagbae Kim, A.L. White, K. Shin
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引用次数: 12

Abstract

Electromagnetic Interference (EMI) causes controller upsets manifested as control-law computation errors in digital computers or transmission disturbances between sensor and/or actuator lines. Though its effects are likely to be transient, frequent occurrences of these upsets may lead to the loss of system stability. In this paper, we compute the stationary probability of those upsets induced due to EMI by using parameters accounting for EMI behavior and the conditional probabilities of upsets in the presence of EMI. The latter represents susceptibility to EMI depending upon the electrical shielding properties of controllers against various intensities and frequencies of EMI. We use a Markov-chain model to describe burst upsets when EMI is present. We then modify a system dynamic equation by including the stochastic features (occurrences/magnitudes) of these upsets, and examine the condition of system stability for the mean behaviors of the modified equation. The derived information about the required level of the stationary probability of upsets is a key to the design and verification of the integrity of reliable controllers. We also present a simple experiment emulating EMI on data transmission to estimate the necessary parameters and a demonstration example about system stability.
控制计算机对环境干扰的敏感性及其对系统稳定性的影响
电磁干扰(EMI)引起控制器的扰动,表现为数字计算机的控制律计算误差或传感器和/或执行器线路之间的传输干扰。虽然它的影响可能是短暂的,但频繁发生这些扰动可能导致系统稳定性的丧失。本文利用电磁干扰行为参数和电磁干扰的条件概率,计算了电磁干扰引起的扰动的平稳概率。后者表示对电磁干扰的敏感性取决于控制器对各种强度和频率的电磁干扰的电屏蔽特性。我们使用马尔可夫链模型来描述EMI存在时的突发扰动。然后,我们通过包含这些扰动的随机特征(发生/大小)来修改系统动力学方程,并检查修改方程的平均行为的系统稳定性条件。关于扰动平稳概率所需水平的导出信息是可靠控制器完整性设计和验证的关键。我们还做了一个简单的实验来模拟数据传输中的电磁干扰,以估计必要的参数,并给出了一个系统稳定性的演示例子。
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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