Computer simulation of the genetic controller for the EB flue gas treatment process

• Autorzy: Moroz Z. , Boużyk J. , Sowiński M. , Chmielewski A.
• Języki publikacji: EN

Abstrakty

EN

The use of the computer genetic algorithm (GA) for driving a controller device for the industrial flue gas purification systems employing the electron beam irradiation, has been studied. As the mathematical model of the installation the properly trained artificial neural net (ANN) was used. Various cost functions and optimising strategies of the genetic code were tested. These computer simulations proved, that ANN + GA controller can be sufficiently precise and fast to be applied in real installations.

Słowa kluczowe

EN

genetic algorithm controller; flue gas

• Wydawca: Institute of Nuclear Chemistry and Technology
• Czasopismo: Nukleonika
• Rocznik: 2001
• Tom: Vol. 46, nr 3
• Strony: 107--115
• Opis fizyczny: Bibliogr. 28 poz., rys.

Twórcy

autor

Moroz Z.

• Spectroscopy and Nuclear Technology Division, The Andrzej So∏tan Institute for Nuclear Studies, 05-400 Otwock/Âwierk, Poland, Bia∏ystok Technical University, 45A Wiejska Str., 15-351 Bia∏ystok, Poland

autor

Boużyk J.

• Spectroscopy and Nuclear Technology Division, The Andrzej So∏tan Institute for Nuclear Studies, 05-400 Otwock/Âwierk, Poland, Tel.: [phone], Fax: [phone]

autor

Sowiński M.

• Spectroscopy and Nuclear Technology Division, The Andrzej So∏tan Institute for Nuclear Studies, 05-400 Otwock/Âwierk, Poland, Tel.: [phone], Fax: [phone]

autor

Chmielewski A.

• Department of Nuclear Methods in Process Engineering, Institute of Nuclear Chemistry and Technology, 16 Dorodna Str., 03-195 Warsaw, Poland

• Spectroscopy and Nuclear Technology Division, The Andrzej Sołtan Institute for Nuclear Studies, 05-400 Otwock/Świerk, Poland, Białystok Technical University, 45A Wiejska Str., 15-351 Białystok, Poland

Bibliografia

• 1. Boużyk J, Sowiński M (1994) Description of NOx removal from exhaust gases in e-beam process by the linear approximation. Report SINS 7/II/1994. SINS, Otwock-Świerk
• 2. Boużyk J, Sowiński M (1997) Simplified model of SO2 removal from industrial gas in e-beam process. Report SINS 19/II/1997.SINS, Otwock-Świerk
• 3. Brzozowski WS, Licki J, Ratyński W, Wojtkowska J, Bigolas J, Bojemska J (1987) Results of the initial experiments of SO2 and NOx removal by the e-beam method performed at the Świerk Nuclear Centre, Poland in 1985–1986. In: Electron beam processing of combustion flue gases. IAEA-TECDOC-428. IAEA, Vienna, pp 31–41
• 4. Chmielewski AG, Dobrowolski A, Tymiński B (1999) Dose distribution effect on optimal geometry for industrial flue gas treatment system. Radiat Phys Chem 56:509–518
• 5. Chmielewski AG, Dobrowolski A, Tymiński B, Licki J, Iller E (1998) Empirical model equations for removal efficiency of SO2 and NOx in a multistage EB system of flue gases purification. INCT Annual Report 1997, p 79
• 6. Chmielewski AG, Iller E, Zimek Z, Licki J (1992) Pilot plant for electron beam flue gas treatment. Radiat Phys Chem 40;4:321–325
• 7. Chmielewski AG, Iller E, Zimek Z, Romanowski H, Koperski K (1995) Industrial demonstration plant for electron beam flue gas treatment. Radiat Phys Chem 46;4–6:1063–1066
• 8. Chmielewski AG, Licki J, Dobrowolski A, Tymiński B, Iller E, Zimek Z (1995) Optimisation of energy consumption for NOx removal in multistage gas irradiation process. Radiat Phys Chem 45;6:1067–1071
• 9. Chmielewski AG, Tymiński B, Dobrowolski A, Iller E, Zimek Z, Licki J (2000) Empirical models from NOx and SO2 removal in a double stage flue gas irradiation process. Radiat Phys Chem 57:527–530
• 10. Chmielewski AG, Tymiński B, Dobrowolski A, Sato S, Tokunaga O, Machi S (1998) Influence of gas flow patterns on NOx removal efficiency. Radiat Phys Chem 53;1–6:339–345
• 11. Chmielewski AG, Tymiński B, Iller E, Zimek Z, Licki J (1998) Electron beam flue gas treatment process up-scaling. In: Cooper WJ, Curry RD, O’Shea UE (eds) Environmental applications of ionising radiation. John Wiley & Sons, Inc., New York, pp 197–216
• 12. Chmielewski AG, Tymiński B, Licki J, Iller E, Zimek Z, Dobrowolski A (1993) Pilot plant for flue gas treatment with electron beam – start-up and two stage irradiation tests. Radiat Phys Chem 42;4–6:663–667
• 13. Chmielewski AG, Zimek Z, Pańta P, Drabik W (1995) The double window for electron beam injection into the flue gas proces vessel. Radiat Phys Chem 45;6:1029–1035
• 14. Ecology and economy in energetics. Materials of the national research-technical conference. Rybnik, Poland (1999) (in Polish)
• 15. Frank NW, Kawamura K, Miller GA (1987) Design notes on testing conducted during the period of June 1985 – September 1986 on the process demonstration unit at Indianapolis, Indiana. Ebara International Corp., Greensburg, Pennsylvania, USA. In: Electron beam processing of combustion flue gases. IAEA-TECDOC-428. IAEA, Vienna, pp 97–118
• 16. Fuchs P, Roth B, Schwing U (1987) Removal of NOx and SO2 by the electron beam process. Badenwerk AG, Karlsruhe. In: Electron beam processing of combustion flue gases. IAEA-TECDOC-428. IAEA, Vienna, pp 119–133
• 17. Jordan S, Schikarski W (1987) Simultaneous deSOx and deNOx of flue gases by the EB-process in the Agate pilot plant. Laboratorium für Aerosolphysik und Filtertechnik I. Kernforschungszentrum Karlsruhe GmbH. In: Electron beam processing of combustion flue gases. IAEA-TECDOC-428. IAEA, Vienna, pp 135–150
• 18. Licki J, ¸ysiak W, Polkowska H, Wójcik T (1996) Flue gas composition at outlet of ESP at Electro-Power Station “Pomorzany” in Szczecin for the three thermal loading of Benson B boiler. Report IAE No. 17/96. IAE, Otwock-Świerk (in Polish)
• 19. Machi S, Namba H, Suzuki N (1987) Research and development of electron beam treatment of combustion flue gases in Japan. In: Electron beam processing of combustion flue gases. IAEA-TECDOC-428. IAEA, Vienna, pp 13–20
• 20. Machi S, Tokunaga O, Markovic V, Chmielewski AG (eds) (1996) Electron beam flue gas treatment – research co-operation among JAERI, IAEA and INCT. JAERI-Research 96-053. Japan
• 21. Mätzing H (1991) Chemical kinetics of flue gas cleaning by irradiation with electron beam. In: Advances in chemical physics, vol. LXXX. John Wiley & Sons, Inc., New York, pp 315–402
• 22. Michalewicz Z (1992) Genetic Algorithms + Data structures =Evolution Programs. Springer Verlag, Berlin Application of artificial neural nets for the EB flue gas treatment control. Nukleonika 44:441–428
• 24. Ostapczuk A, Chmielewski AG, Konhonen V, Ruuskanen J, Tarhauen J, Svarfuer B (1999) Preliminary test in decomposition of styrene by electron beam treatment. Radiat Phys Chem 65:369–371
• 25. Simon O (1995) Exploitation experiences with conventional flue gas cleaning systems. Radiat Phys Chem 45;6:1057–1062
• 26. Sowiński M, Pławski T, Osowiecki M, Kobus M, ˚Żak M, Chmielewski AG, Licki J (1995) Computer Monitoring and Control System (CMCS) for electron beam flue gas treatment. Radiat Phys Chem 45;6:1049–1055
• 27. Taylor JG (1996) Neural networks and their applications. John Wiley & Sons, Inc., New York
• 28. Witting S, Spiegel G, Platzer KH, Willibald V (1988) Projekt Europäisches für Maßnahmen zur Luftreinhaltung. Simultane Rauchgasreinigung durch Elektronenstrahl. KFK, Karlsruhe, Germany