EVALUATION OF NEURAL PDF CONTROL STRATEGY APPLIED TO A NONLINEAR MODEL OF A PUMPED-STORAGE HYDROELECTRIC POWER STATION

G. A. Munoz-Hernandez, C. A. Gracios-Marin, A. Diaz-Sanchez, S. P. Mansoor, D. I. Jones

2008

Abstract

In this paper, a neural Pseudoderivative control (PDF) is applied to a nonlinear mathematical model of the Dinorwig pumped - storage hydroelectric power station. The response of the system with this auto-tuning controller is compared with that of a classic controller, currently implemented on the system. The results show how the application of PDF control to a hydroelectric pumped-storage station improves the dynamic response of the power plant, even when multivariable effects are taken into account.

Paper Citation

in Harvard Style

A. Munoz-Hernandez G., A. Gracios-Marin C., Diaz-Sanchez A., P. Mansoor S. and I. Jones D. (2008). EVALUATION OF NEURAL PDF CONTROL STRATEGY APPLIED TO A NONLINEAR MODEL OF A PUMPED-STORAGE HYDROELECTRIC POWER STATION . In Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-8111-30-2, pages 259-265. DOI: 10.5220/0001475202590265

in Bibtex Style

@conference{icinco08,
author={G. A. Munoz-Hernandez and C. A. Gracios-Marin and A. Diaz-Sanchez and S. P. Mansoor and D. I. Jones},
title={EVALUATION OF NEURAL PDF CONTROL STRATEGY APPLIED TO A NONLINEAR MODEL OF A PUMPED-STORAGE HYDROELECTRIC POWER STATION},
booktitle={Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2008},
pages={259-265},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001475202590265},
isbn={978-989-8111-30-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - EVALUATION OF NEURAL PDF CONTROL STRATEGY APPLIED TO A NONLINEAR MODEL OF A PUMPED-STORAGE HYDROELECTRIC POWER STATION
SN - 978-989-8111-30-2
AU - A. Munoz-Hernandez G.
AU - A. Gracios-Marin C.
AU - Diaz-Sanchez A.
AU - P. Mansoor S.
AU - I. Jones D.
PY - 2008
SP - 259
EP - 265
DO - 10.5220/0001475202590265