DocumentCode
1794595
Title
Identification approach for a production system using ARX model
Author
Rachad, Sofia ; Fouraiji, Hicham ; Bensassi, Bahloul
Author_Institution
PMMAT Lab., Hassan II Univ., Casablanca, Morocco
fYear
2014
fDate
5-7 June 2014
Firstpage
93
Lastpage
97
Abstract
In this paper, we present a new method for modeling production systems with discrete flows. This method is based on automatic knowledge to construct a mathematical model that accurately formalizes the behavior of the production system studied, from only (inputs / outputs) observable data, using the model parametric ARX.
Keywords
autoregressive processes; parameter estimation; production management; discrete flows; identification approach; mathematical model; parameter estimation; parametric ARX model; production system behavior; production system modeling; Data models; Mathematical model; Predictive models; Production systems; System identification; Unified modeling language; ARX model; Modeling systems; parameter estimation; production chain;
fLanguage
English
Publisher
ieee
Conference_Titel
Logistics and Operations Management (GOL), 2014 International Conference on
Conference_Location
Rabat
Print_ISBN
978-1-4799-4651-8
Type
conf
DOI
10.1109/GOL.2014.6887422
Filename
6887422
Link To Document