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
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;
Conference_Titel :
Logistics and Operations Management (GOL), 2014 International Conference on
Conference_Location :
Rabat
Print_ISBN :
978-1-4799-4651-8
DOI :
10.1109/GOL.2014.6887422
