Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System

碩士 === 國立臺灣大學 === 化學工程學研究所 === 90 === The theoretical developments for system identification have been laid by the pioneering work of Ljung during 70s and 80s using PEM approach. Later, in 90s motivated by overcoming some problematic requirements of PEM for multivariable system...

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Main Authors:	Min-Chi Wu, 吳敏綺
Other Authors:	黃孝平
Format:	Others
Language:	zh-TW
Published:	2002
Online Access:	http://ndltd.ncl.edu.tw/handle/91195304207129736575

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spelling	ndltd-TW-090NTU000630722015-10-13T14:38:05Z http://ndltd.ncl.edu.tw/handle/91195304207129736575 Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System 應用次空間程序識別做動態系統之監控及偵錯 Min-Chi Wu 吳敏綺碩士國立臺灣大學化學工程學研究所 90 The theoretical developments for system identification have been laid by the pioneering work of Ljung during 70s and 80s using PEM approach. Later, in 90s motivated by overcoming some problematic requirements of PEM for multivariable system identification, the subspace have been developed.Such subspacemodels has been found useful in control system and process monitoring.The aim of this research tries to simplify the subspace identification algorithm for easy use in developing dynamic filter for formulating Dynamic PCA. Though the use of the filter and the DPCA, faults in the dynamic data can be detected and isolated. Application of the proposed method to test the fault detection and isolation on a simulated multivariable system in this illustrated. 黃孝平 2002 學位論文 ; thesis 0 zh-TW
collection	NDLTD
language	zh-TW
format	Others
sources	NDLTD
description	碩士 === 國立臺灣大學 === 化學工程學研究所 === 90 === The theoretical developments for system identification have been laid by the pioneering work of Ljung during 70s and 80s using PEM approach. Later, in 90s motivated by overcoming some problematic requirements of PEM for multivariable system identification, the subspace have been developed.Such subspacemodels has been found useful in control system and process monitoring.The aim of this research tries to simplify the subspace identification algorithm for easy use in developing dynamic filter for formulating Dynamic PCA. Though the use of the filter and the DPCA, faults in the dynamic data can be detected and isolated. Application of the proposed method to test the fault detection and isolation on a simulated multivariable system in this illustrated.
author2	黃孝平
author_facet	黃孝平 Min-Chi Wu 吳敏綺
author	Min-Chi Wu 吳敏綺
spellingShingle	Min-Chi Wu 吳敏綺 Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System
author_sort	Min-Chi Wu
title	Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System
title_short	Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System
title_full	Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System
title_fullStr	Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System
title_full_unstemmed	Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System
title_sort	subspace identification and it's application on monitoring and fault detection of dynamic system
publishDate	2002
url	http://ndltd.ncl.edu.tw/handle/91195304207129736575
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Subspace Identification and It's Application on Monitoring and Fault Detection of Dynamic System

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