A Study on the lon Beam Control of Cyclotron using Intelligent Control

지능형 제어기법을 이용한 싸이클로트론의 이온 빔 제어에 관한 연구

  • 김유석 (한국원자력연구소 싸이클로트론실) ;
  • 조영호 (성균관대 전기전자컴퓨터공학부) ;
  • 채종서 (한국원자력연구소 싸이클로트론실) ;
  • 권기호 (성균관대 전기전자컴퓨터공학부)
  • Published : 2000.01.01

Abstract

Recently, as the field of cyclotron application is to be wider, to inject the beam whree the user want to is getting more important. But since it is not the easy way to describe the model equation of cyclotron, it could be operated by only operator's experiences. In this paper, we suggest the cyclotron controller using the fuzzy logic and the genetic algorithm. The proposed controller was verified in useful by applying to the cyclotron's beam line. In the experiment the measured results were obtained by VXIbus and the control algorithm was performed by LabWindows/CVI.

Keywords

References

  1. R. Westervelt, W. Klein, 'Framework for a General Purpose, Intelligent Control System for Particle Accelerators,' Proceeding of the Particle Accelerator Conference and International Conference on High Energy Accelerators, IEEE, pp. 2175-2177, May, 1995 https://doi.org/10.1109/PAC.1995.505489
  2. J. S. CHAI, Y. S. KIM AND K. H. KWON, 'Beam Transport System using Fuzzy Controller in the KCCH Cyclotron,' Cyclotrons and Their Applications, Proceedings of the 14th International Conference, pp. 310-313, 1996
  3. S. Clearwater and W. Cleland, 'A Real-Time Expert System for Trigger Logic- Logic Monitoring,' Proceedings of International Conference on Accelerator and Large Experimental Physics Control System, November, 1989
  4. D. Nguyen and M. Lee, 'Accelerator and Feedback Control Simulation Using Neural Networks,' SLAC-PUB-5503, May, 1991
  5. D. Schultz, 'The Development of an Expert System to Tune a Beam Line,' Proceedings of International Conference on Accelerator and Large Experimental Physics Control System, November, 1989
  6. S. Kundu and J. Chen, 'Design of Heuristic Fuzzy Controller,' Fifth IEEE Int. Conf. on Fuzzy Systems, pp. 2130-2134, 1996 https://doi.org/10.1109/FUZZY.1996.552793
  7. H. Ishibuchi, K. nozaki and H. Tanaka, 'Efficient fuzzy partition of pattern space for classification problem,' Fuzzy sets and Systems, vol. 59, pp. 295-304, 1993 https://doi.org/10.1016/0165-0114(93)90474-V
  8. E. H. Mamadani, 'Application of fuzzy logic to approximate reasoning using linguistic synthesis,' IEEE Trans. Computer, Vol. C-26, no. 12, pp. 1182-1191, 1977 https://doi.org/10.1109/TC.1977.1674779
  9. L. Chambers, Practical Handbook of Genetic Algorithms, Applications Volume I, CRC Press, 1995
  10. K. Kristinsson and G. Dumont, 'System identification and control using genetic algorithm,' IEEE Trans. System, Man, Cybernetics, vol. 22, no. 5, pp. 1033-1046, 1992 https://doi.org/10.1109/21.179842
  11. J. R. Koza, Genetic programming, MIT press, 1993
  12. Robot T. Cleary, 'A New CAMAC and VXIBus High Performance High Performance Highway Interconnect,' IEEE Transaction on Nuclear Science, Vol. 44, No. 3, pp. 393-397, June, 1997 https://doi.org/10.1109/23.603678
  13. E. J. Barsotti, 'The new VME64 Extensions Standard, Related VSO and IEEE Standards & VME International Physics Association(VIPA) Activities,' Nuclear Science Symposium, Anaheim, CA, Nov. 3, 1996
  14. W. R. Hwang and W. E. Thompson, 'Design of intellegent fuzzy logic controller using genetic algorithms,' Proc. of Third IEEE int. conf. on Fuzzy systems, pp. 1383-1388, 1994 https://doi.org/10.1109/FUZZY.1994.343566
  15. 채종서, 김유석 'MC-50 싸이클로트론 운영,' KAERI/MR-298/97, pp. 77-79, 과학기술처, 1997
  16. 김유석, 이한석, 채종서, 권기호 'VXI 시스템을 이용한 이온빔 단면 계측 장치의 개발,' 대한전기학회, 제47권 제7호, pp. 979-984, 1998
  17. LabWindows/CVI, National Instruments Corporation, 1996