A CONCEPTION OF NEURAL NETWORKS IMPLEMENTATION IN THE MODEL OF A SELF-LEARNING VIRTUAL POWER PLANT

Robert Kucęba, Leszek Kiełtyka

Abstract

The present article focuses on learning methods of self-learning organization (on the example of the virtual power plant), using artificial intelligence. There was multi-module structure of the virtual power plant model presented, in which there were automated chosen learning processes of the organization as well as decision making processes.

References

  1. Duch, W., Korbicz, J., Rutkowski, L., Tadeusiewicz, R., 2000. Biocybernetics and Biomedical Engineering. Neural Networks. Volume 6”. Ed. By Maciej Nalecz, Akademicka Oficyna Wydawnicza Exit, Warszawa (in Polish).
  2. Kieltyka, L., Kuceba, R., 2003. Information and Communication Technologies in the Virtual Organizations. 5-th European Conference of Young Research and Science Workers in Transport and Telecommunications „TRANSCOM 2003”, Section 3, Information Technologies Communication Systems and their Control, Žilina, Slovak Republic 2003. Published by University of Žilina.
  3. Kieltyka, L., Kuceba, R., Sokolowski, A., 2004. Application of Neural Network Topologies in the Intelligent Heat Use Prediction System. Proceedings of the 7th International Conference Zakopane, Poland, June 2004. Rutkowski L., Siekmann J., Tadeusiewicz R., Zadeh L.A. - Artifical Intelligence and Soft Computing - ICAISC 2004. Springer-Verlag Berlin Heidelberg New York, pp. 1136-1141.
  4. Kuceba, R., 2003. A virtual power plant basing on dispersed and distributed generation. Proceedings of the International Association for Development of the Information Society International Conference e-Society 2003. Volume I. Lisbon, Portugal.
  5. Kuceba, R., 2004. Virtual Dimension of Open Electric Energy Market. Proceedings of the 26th International Conference on Information Technology Interfaces - ITI 2004. Cavtat/Dubrovnik, SRCE University Computing Centre, University of Zagreb, Croatia, pp. 27-28.
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Paper Citation


in Harvard Style

Kucęba R. and Kiełtyka L. (2005). A CONCEPTION OF NEURAL NETWORKS IMPLEMENTATION IN THE MODEL OF A SELF-LEARNING VIRTUAL POWER PLANT . In Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 972-8865-19-8, pages 366-369. DOI: 10.5220/0002547003660369


in Bibtex Style

@conference{iceis05,
author={Robert Kucęba and Leszek Kiełtyka},
title={A CONCEPTION OF NEURAL NETWORKS IMPLEMENTATION IN THE MODEL OF A SELF-LEARNING VIRTUAL POWER PLANT},
booktitle={Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2005},
pages={366-369},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002547003660369},
isbn={972-8865-19-8},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Seventh International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - A CONCEPTION OF NEURAL NETWORKS IMPLEMENTATION IN THE MODEL OF A SELF-LEARNING VIRTUAL POWER PLANT
SN - 972-8865-19-8
AU - Kucęba R.
AU - Kiełtyka L.
PY - 2005
SP - 366
EP - 369
DO - 10.5220/0002547003660369