AN EVOLUTIONARY ALGORITHM FOR IDENTIFICATION OF NON-STATIONARY LINEAR PLANTS WITH TIME DELAY

Janusz P. Papliński

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Paper

AN EVOLUTIONARY ALGORITHM FOR IDENTIFICATION OF NON-STATIONARY LINEAR PLANTS WITH TIME DELAY

Topics: Evolutionary Computation and Control; Intelligent Fault Detection and Identification

In Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, 64-69, 2004 , Setúbal, Portugal

Author: Janusz P. Papliński

Affiliation: Technical University of Szczecin, Poland

Keyword(s): evolutionary algorithm, model of dynamics, identification.

Related Ontology Subjects/Areas/Topics: Evolutionary Computation and Control ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Intelligent Fault Detection and Identification

Abstract: The identification of time delay in the linear plant is one of the important tasks. It is especially hard problem when the plant is non-stationary. New possibility in this field is opened by application of an evolutionary algorithm. The method of identification proposed in the paper is based on three classes of input signals. In the first case we can obtain and operate on the whole unit step response. In the second way we operate on a random signal of control, and in the last we have the stairs input signal. The identification without and with disturbances is considered.

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Paper citation in several formats:

Papliński, J. (2004). AN EVOLUTIONARY ALGORITHM FOR IDENTIFICATION OF NON-STATIONARY LINEAR PLANTS WITH TIME DELAY. In Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 972-8865-12-0; ISSN 2184-2809, SciTePress, pages 64-69. DOI: 10.5220/0001126800640069

@conference{icinco04,
author={Janusz P. Papliński.},
title={AN EVOLUTIONARY ALGORITHM FOR IDENTIFICATION OF NON-STATIONARY LINEAR PLANTS WITH TIME DELAY},
booktitle={Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2004},
pages={64-69},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001126800640069},
isbn={972-8865-12-0},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - AN EVOLUTIONARY ALGORITHM FOR IDENTIFICATION OF NON-STATIONARY LINEAR PLANTS WITH TIME DELAY
SN - 972-8865-12-0
IS - 2184-2809
AU - Papliński, J.
PY - 2004
SP - 64
EP - 69
DO - 10.5220/0001126800640069
PB - SciTePress