INTELLIGENT SYSTEM OF THE SOLID FUEL COMBUSTION PROCESS CONTROL IN THE FLOW STEAM GENERATOR OF THERMAL POWER-STATION

Authors

  • В. С. Михайленко Odessa national academy of food technologies, Ukraine
  • Н.O. Князєва Odessa national academy of food technologies, Ukraine
  • М. С. Солодовник Odessa national academy of food technologies, Ukraine

DOI:

https://doi.org/10.15673/0453-8307.5/2015.44795

Keywords:

steam generator, control system, the combustion process, a fuzzy controller

Abstract

The analysis of the efficiency of domestic and foreign coal-fired thermal power plants, which use modern innovative technology, demonstrates the advantage of the latter by an average of 3-7%. In this connection there is a scientific challenge of steam generators thermal processes re-regulation system effectiveness improvement on the basis of  intelligent systems of control the solid fuels combustion process. Intelligent automatic control system operates on the basis of the fuzzy logic theory and has the ability to adjust the fuel consumption because of possibility of taking into account its physical and chemical properties. Developed knowledge base of fuzzy controller and proposed structure of the intellectual automatic control systems of combustion process. ACS will allow improving fuel combustion processes and making savings in the base mode and adjusting mode

References

1. Pletnev G. P. Avtomatizirovannoe upravlenie ob'ektami teplovyih elektrostantsiy / G. P. Pletnev. - M.: Energoizdat, 1986. - 368 s. (in Russian)

Deych A. M. Metodyi identifikatsii dinamicheskih ob'ektov / A. M. Deych. - M: Energiya, 1979. - 240 s (in Russian)

. Mihaylenko V.S. Innovatsionnyiy podhod v modernizatsii sistem upravleniya tehnologicheskih protsessov energoblokov TES // Pro-myishlennaya energetika № 7 2014. – S. (in Russian)

. Sh.E. Shteynberg, L.P. Serezhin, I.E. Za-lutskiy, I.G. Varlamov. Problemyi sozdaniya i ekspluatatsii effektivnyih sistem regulirovaniya. // Promyishlennyie ASU i kontrolleryi, # 7. 2004 s 1-7. (in Russian)

Yang, P. Neural networks internal model control for water level of boiler drum in power station / P. Yang, D. G. Peng, Y. H. Yang, Z. P. Wang // Proceedings of 2010 International Conference on Machine Learning and Cybernetics, vol. 5, 26-29 Aug. 2010. – P. 3300-3303. (in English)

Sehgal R., Marolda P. J. Intelligent Optimi-zation of Coal Burning to Meet Demanding Power Loads, Emission Requirements, and Cost Objectives. GE Power Systems GER-4198. – 2000. (in English)

Jankowska A. Neural models of air pollutants emission in power units combustion processes // Symp. On Methods of Artificial Intelligence, Gliwice, Poland, Nov. 5–7 2003. – P. 141–144. (in English)

Rotach V. Ya. Teoriya avtomaticheskogo upravleniya / V. Ya. Rotach. - M.: MEI, 2008 - 396 s. (in Russian)

. Klyuev A. S. Naladka sistem avtomaticheskogo regulirovaniya kotloagregatov / A. S. Klyuev, A. G. Tovarnov. - M.: Energiya, 1970 - 280 s. (in Russian)

Leonenkov A. Yu. Nechetkoe modelirovanie v srede Matlab i fuzzyTech / A. Yu. Leonenkov. - S. - Ptb.: BHV, 2003. - 720 s (in Russian)

Rutkovskaya D., Pilinskiy M., Rutkovskiy L. Neyronnyie seti, geneticheskie algoritmyi i nechetkie sistemyi ; per. s polsk. I. D. Rudin-skogo. - M.: Goryachaya liniya - Telekom, 2006. - 452 s. (in Russian)

Astrom, K. J. Advanced PID control / K. J. Astrom, T. Hagglund T. – ISA - The Instrumentation, Systems, and Automation Society. – 2006. – 460 p. (in English)

Mihaylenko V.S., Lozhechnikov V.F. Analiz metodov razrabotki nechetkih SAR dlya upravleniya slozhnyimi vzaimosvyazannyimi ob'ektami. // Avtomatika. Avtomatizatsiya. Elektriches-kie kompleksyi i sistemyi #1 (23) 2009. - S. 171 – 177. (in Russian)

Aliev R.A. Upravlenie proizvodstvom pri nechetkoy ishodnoy informatsii / R. A. Aliev, A. E. Tserkovnyiy, G. A. Mamedova. – M.: Ener-goizdat, 1991. – 234 s. (in Russian)

Arakelyan E.K. Kontseptsiya myagkogo regu-lirovaniya tehnicheskogo obsluzhivaniya energoustanovok TES na osnove intellektualnoy diagnostiki / E. K. Arakelyan, G. D. Krohin, V. S. Muhin // Vestnik MEI. – 2008. – # 1. – M: Izd-vo MEI. –S.14-20. (in Russian)

Ibragimov I.M. Ispolzovanie sistem iskusstvennogo intellekta pri ekspluatatsii energeticheskih ob'ektov. // Nadezhnost i bezo-pasnost energetiki # 1, 2008 – s.51-56 (in Russian).

Published

2015-06-21

Issue

Section

Automatic, computer and telecommunication technologies