Control of Comfort Parameters in Interior of Railway Coach Using ANN and RFID Tasks
DOI:
https://doi.org/10.2478/v10144-009-0036-9Abstract
The main idea of this paper is to use methods of ANN (artificial neural network) and RFID (radio frequency identification) to create an algorithm and coordination mechanism for climate parameters control in the railway passengers' coach to save an electrical energy and keep a high comfort level in the passengers' interior of railway coach. The article presents mathematical problem using intelligent control of HVAC (heating, ventilation and air conditioning) systems for microclimate parameters optimal control. The methods of the problem solving and the structure of problem solving algorithm are given in the article.References
I. Beinarts, A. Levchenkov, P. Balckars: Usage of Self-Organizing Map for Heating Control in Electric Train Passengers' Interior, Proceedings of the CONTROLO 2008 Conference. Universidade de Trás-os-Montes e Alto Douro, Vila Real, Portugal 2008.
I. Beinarts, A. Levchenkov: Multiple Criteria Decision Support for Heating Systems in city Electro Transportation, In: Proceedings of 19th International Conference on Multiple Criteria Decision Making, New Zealand, Auckland 2008.
I. Beinarts, A. Levchenkov: Modeling of Fuzzy Logic Controller Support for Passengers' Interior Heating System of Electric Transport, Scientific Proceedings of Riga Technical University Conference "Power and Electrical Engineering", Riga 2008.
B. K. Bose: Modern Power Electronics and AC Drives, Prentice Hall PTR, Upper Saddle River 2002.
V. G. Fedoruk: In electronic book: Artificial Neural Networks, Moscow Technical University, Moscow 2007.
S. Haykin: Neural Networks: a Comprehensive Foundation, Prentice Hall 1998.
T. Kohonen: Self-Organizing Maps, Springer 2001.
B. Kröse, P. Smagt: An Introduction to Neural Networks, The University of Amsterdam 1996.
W. Leonhard: Control of Electrical Drives, Springer-Verlag, Berlin 1996
J. M. D. Murphy, Turnbull F. G.: Power Electronic Control of AC Motors, Pergamon Press, Oxford 1985.
Sauer, Harry J., Howell R. H.: Principles of Heating Ventilating and Air Conditioning, ASHRAE, Atlanta 1994.
Loek d'Hont: Highly Accurate RF-ID Positioning System, United States Patent 5594448, USA 1997.
J. Greivulis, B. Firago: Principles of Electrical Drives in Questions and Answers, RTU, Riga 1993.
L. Ribickis, I. Rankis: Electrical Drives. RTU. Riga. 1996.
Stephen B. Miles, Sanjay E. Sarma, John R. Williams: RFID Technology and Applications, Cambridge University Press, New York 2008.
I. Beinarts, A. Levchenkov: Multiple Criteria Decision Support for Heating Systems in city Electro Transportation, In: Proceedings of 19th International Conference on Multiple Criteria Decision Making, New Zealand, Auckland 2008.
I. Beinarts, A. Levchenkov: Modeling of Fuzzy Logic Controller Support for Passengers' Interior Heating System of Electric Transport, Scientific Proceedings of Riga Technical University Conference "Power and Electrical Engineering", Riga 2008.
B. K. Bose: Modern Power Electronics and AC Drives, Prentice Hall PTR, Upper Saddle River 2002.
V. G. Fedoruk: In electronic book: Artificial Neural Networks, Moscow Technical University, Moscow 2007.
S. Haykin: Neural Networks: a Comprehensive Foundation, Prentice Hall 1998.
T. Kohonen: Self-Organizing Maps, Springer 2001.
B. Kröse, P. Smagt: An Introduction to Neural Networks, The University of Amsterdam 1996.
W. Leonhard: Control of Electrical Drives, Springer-Verlag, Berlin 1996
J. M. D. Murphy, Turnbull F. G.: Power Electronic Control of AC Motors, Pergamon Press, Oxford 1985.
Sauer, Harry J., Howell R. H.: Principles of Heating Ventilating and Air Conditioning, ASHRAE, Atlanta 1994.
Loek d'Hont: Highly Accurate RF-ID Positioning System, United States Patent 5594448, USA 1997.
J. Greivulis, B. Firago: Principles of Electrical Drives in Questions and Answers, RTU, Riga 1993.
L. Ribickis, I. Rankis: Electrical Drives. RTU. Riga. 1996.
Stephen B. Miles, Sanjay E. Sarma, John R. Williams: RFID Technology and Applications, Cambridge University Press, New York 2008.
Downloads
Published
2009-01-01
Issue
Section
Articles
License
Copyright (c) 2009 Ivars Beinarts, Anatoly Levchenkov (Author)
This work is licensed under a Creative Commons Attribution 4.0 International License.
How to Cite
Beinarts, I., & Levchenkov, A. (2009). Control of Comfort Parameters in Interior of Railway Coach Using ANN and RFID Tasks. Electrical, Control and Communication Engineering, 25(25), 171-176. https://doi.org/10.2478/v10144-009-0036-9
