Optimal Sensor Placement for FDI using Binary Integer Linear Programming

Reference : Optimal Sensor Placement for FDI using Binary Integer Linear Programming


	Document type :	Scientific congresses, symposiums and conference proceedings : Paper published in a book
	Discipline(s) :	Engineering, computing & technology : Computer science
	To cite this reference:	http://hdl.handle.net/10993/4494

Title :	Optimal Sensor Placement for FDI using Binary Integer Linear Programming
Language :	English
Author, co-author :	Rosich, Albert [Univesitat Politècnica de Catalunya > ESAII - SAC]
	Sarrate, Ramon [Univesitat Politècnica de Catalunya > ESAII - SAC]
	Nejjari, Fatiha [Univesitat Politècnica de Catalunya > ESAII - SAC]
Publication date :	2009
Main document title :	20th International Workshop on Principles of Diagnosis
Pages :	235-242
Peer reviewed :	Yes
Audience :	International
Event name :	20th International Workshop on Principles of Diagnosis, DX’09
Event date :	from 14-06-2009 to 17-06-2009
Event place (city) :	Stockholm
Event country :	Sweden
Keywords :	[en] Fault diagnosis ; Sensor placement ; Binary Integer Linear Programming
Abstract :	[en] This work is devoted to find an optimal set of sensors for model-based FDI. The novelty is that linary integer linear programming is used in the optimization problem, leading to a formulation of the detectability and isolability specifications as linear inequality constraints. Furthermore, a very detailed system model is not needed since the methodology handles structural models. The approach has been successfully applied to a two-tank system, as an illustrative example.
Permalink :	http://hdl.handle.net/10993/4494

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