COMBINED CLONAL NEGATIVE SELECTION ALGORITHM FOR DIAGNOSTICS OF COMBUSTION IN INDIVIDUAL PC BURNER
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Abstract
In pulverised coal (PC) burners that are most widespread in Poland an individual air excess ratio rules an amount of pollution generated, yet there is a lack of method that allows measurement of output parameters of a burner. It is therefore necessary to use indirect methods, which could primarily include acoustic, and optical methods. These methods are non-invasive and can provide virtually not delayed and additionally spatially selective information about the combustion process. Additional problems are generated biomass co-firing. The article shows application of relatively new class of classification methods – the artificial immunology algorithms to the combustion process diagnostics consisting in detection of incorrect air excess in PC burner.
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References
Arabas J., Białobrzeski L., Chomiak L., Domański T., Świrski K., Neelakantan R.: Pulverized Coal Fired Boiler Optimization and NOx Control using Neural Networks and Fuzzy Logic, Proc AspenWorld’97, Boston, Massachusetts, 1997.
De Castro L. N., Timmis J. I.: Artificial Immune Systems as a Novel Soft Computing Paradigm, vol. 7, 2003, Soft Computing Journal,, vol 7, 2003, pp. 526-544. DOI: https://doi.org/10.1007/s00500-002-0237-z
Forrest S.: Self-Nonself Discrimination in a Computer, w Proc. of the 1994 IEEE Symposium on Research in Security and Privacy, Los Almitos, CA:IEEE Computer Society Press, Los Almitos, CA, USA, 1994.
Kalogiru, S. A.: Artificial intelligence for the modelling and control of combustion processes: a review, Progr Energy Comb Sci, 29, 2003, 515–566. DOI: https://doi.org/10.1016/S0360-1285(03)00058-3
Lytvynenko V. I.: Comparative experimental study of a modified negative selection algorithm and clonal selection algorithm negative for solving classification (in Russian), Vestnik Kherson National Technical University, nr 4(33), 2008, pp. 7-14.
Lytvynenko V. I.: Immune classifier for solving binary classification - Theoretical Aspects (in Russian), System technologies, nr 1(42), 2006, pp. 32-47.
Lytvynenko V, Smolarz A., Kozhuhivska O.: Combined Clonal Negative Selection Algorithm for Multi-Class problem classification/ Proceedings of the VIIIth Scientific and Technical Conference CSIT, 2013, Lviv , p.163-165.
Roitt I.M., Delves P.J.: Encyclopedia of Immunology, 2nd ed., Academic Press, London, 1998.
Smolarz A., Wójcik W., Gromaszek K.: Fuzzy modeling for optical sensor for diagnostics of pulverized coal burner, Procedia Engineering - 2012, vol. 47, pp. 1029-1032. DOI: https://doi.org/10.1016/j.proeng.2012.09.325
Wójcik W., Kotyra A., Smolarz A., Wojciechowski C.: Application of wavelet transformation for analysis of measurements in fibre optic flame monitoring system, Proceedings of SPIE, tom 4239, 2000, pp. 96-101. DOI: https://doi.org/10.1117/12.409171
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