METHOD FOR ALARM PREDICTION

Luis Pastor Sanchez Fernandez, Lazaro Gorostiaga Canepa, Oleksiy Pogrebnyak

Abstract

The goal of this paper is to show a predictive supervisory method for the trending of variables of technological processes and devices. The data obtained in real time for each variable are used to estimate the parameters of a mathematical model. This model is continuous and of first-order or second-order (critically damped, overdamped or underdamped), all of which show time delay. An optimization algorithm is used for estimating the parameters. Before performing the estimation, the most appropriate model is determined by means of a backpropagation neural network (NN) previously trained. Virtual Instrumentation was used for the method programming.

References

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Paper Citation


in Harvard Style

Pastor Sanchez Fernandez L., Gorostiaga Canepa L. and Pogrebnyak O. (2005). METHOD FOR ALARM PREDICTION . In Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, ISBN 972-8865-31-7, pages 336-339. DOI: 10.5220/0001163203360339


in Bibtex Style

@conference{icinco05,
author={Luis Pastor Sanchez Fernandez and Lazaro Gorostiaga Canepa and Oleksiy Pogrebnyak},
title={METHOD FOR ALARM PREDICTION},
booktitle={Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,},
year={2005},
pages={336-339},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001163203360339},
isbn={972-8865-31-7},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Second International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,
TI - METHOD FOR ALARM PREDICTION
SN - 972-8865-31-7
AU - Pastor Sanchez Fernandez L.
AU - Gorostiaga Canepa L.
AU - Pogrebnyak O.
PY - 2005
SP - 336
EP - 339
DO - 10.5220/0001163203360339