基于简化模型的测量重建方法

A. Zuchowski, Janusz P. Papliński
{"title":"基于简化模型的测量重建方法","authors":"A. Zuchowski, Janusz P. Papliński","doi":"10.1109/PAEE.2016.7605114","DOIUrl":null,"url":null,"abstract":"The value of measurand reconstruction based on the result of observation of the output of the measurement path belongs to the so-called ill-conditioned operation. It is so even for the well-known dynamic of the track type linear differential equation. This task is sensitive to any distortion and measuring errors by which generally requires the use of complex mathematical operations. If the measuring circuit has a linear dynamics specified by impulse responses and step responses, then using a simplified model of dynamics, obtained by expanding in Taylor series a convolution of the integrand function, you can easily restore the state of the input by observing the output state. The error of the model depends on the second derivative of the signal being played and it is negligibly small for a short time horizon. The paper proposes to use a model whose parameters can be selected in such a way that the error of the simplified model was dependent only on the fourth or higher derivatives of the input signal. This method gives good results for a smooth input signal with negligible values of derivatives higher than the third order. Complicated dependencies of the parameters of the model on the type of dynamic measurement channel and its parameters, can be reduced to a simple, universal form. This was possible thanks to the pre subjecting the output signal operation of multiple integrations, it is easy to make and accurate.","PeriodicalId":165474,"journal":{"name":"2016 Progress in Applied Electrical Engineering (PAEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The method of measurand reconstruction based on the simplified model\",\"authors\":\"A. Zuchowski, Janusz P. Papliński\",\"doi\":\"10.1109/PAEE.2016.7605114\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The value of measurand reconstruction based on the result of observation of the output of the measurement path belongs to the so-called ill-conditioned operation. It is so even for the well-known dynamic of the track type linear differential equation. This task is sensitive to any distortion and measuring errors by which generally requires the use of complex mathematical operations. If the measuring circuit has a linear dynamics specified by impulse responses and step responses, then using a simplified model of dynamics, obtained by expanding in Taylor series a convolution of the integrand function, you can easily restore the state of the input by observing the output state. The error of the model depends on the second derivative of the signal being played and it is negligibly small for a short time horizon. The paper proposes to use a model whose parameters can be selected in such a way that the error of the simplified model was dependent only on the fourth or higher derivatives of the input signal. This method gives good results for a smooth input signal with negligible values of derivatives higher than the third order. Complicated dependencies of the parameters of the model on the type of dynamic measurement channel and its parameters, can be reduced to a simple, universal form. This was possible thanks to the pre subjecting the output signal operation of multiple integrations, it is easy to make and accurate.\",\"PeriodicalId\":165474,\"journal\":{\"name\":\"2016 Progress in Applied Electrical Engineering (PAEE)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 Progress in Applied Electrical Engineering (PAEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PAEE.2016.7605114\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 Progress in Applied Electrical Engineering (PAEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PAEE.2016.7605114","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

基于测量路径输出的观测结果进行测量值重构,属于所谓的病态运算。对于众所周知的轨迹型线性微分方程的动力学也是如此。这项任务对任何失真和测量误差都很敏感,通常需要使用复杂的数学运算。如果测量电路具有由脉冲响应和阶跃响应指定的线性动力学,则使用简化的动力学模型,通过在泰勒级数中展开被积函数的卷积得到,可以通过观察输出状态轻松恢复输入状态。模型的误差取决于正在播放的信号的二阶导数,并且在短时间范围内可以忽略不计。本文建议使用一种模型,其参数的选择可以使简化模型的误差仅依赖于输入信号的四阶或更高阶导数。该方法对于具有可忽略的三阶以上导数值的光滑输入信号具有良好的效果。该模型的参数对动态测量通道类型及其参数的复杂依赖关系,可以简化为一个简单、通用的形式。由于预先对输出信号进行多次积分运算,使其易于制作且准确。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The method of measurand reconstruction based on the simplified model
The value of measurand reconstruction based on the result of observation of the output of the measurement path belongs to the so-called ill-conditioned operation. It is so even for the well-known dynamic of the track type linear differential equation. This task is sensitive to any distortion and measuring errors by which generally requires the use of complex mathematical operations. If the measuring circuit has a linear dynamics specified by impulse responses and step responses, then using a simplified model of dynamics, obtained by expanding in Taylor series a convolution of the integrand function, you can easily restore the state of the input by observing the output state. The error of the model depends on the second derivative of the signal being played and it is negligibly small for a short time horizon. The paper proposes to use a model whose parameters can be selected in such a way that the error of the simplified model was dependent only on the fourth or higher derivatives of the input signal. This method gives good results for a smooth input signal with negligible values of derivatives higher than the third order. Complicated dependencies of the parameters of the model on the type of dynamic measurement channel and its parameters, can be reduced to a simple, universal form. This was possible thanks to the pre subjecting the output signal operation of multiple integrations, it is easy to make and accurate.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信