유전자 알고리즘을 이용한 안정적인 미동 탐색 제어를 위한 속도 외란 추정 시스템

A Velocity Disturbance Estimation System for the Stable Fine Seek Control Using a Genetic Algorithm

  • 진경복 (한국기술교육대학교 메카트로닉스공학부) ;
  • 신진호 (동의대학교 메카트로닉스공학과) ;
  • 이문노 (동의대학교 컴퓨터공학과)
  • 투고 : 2012.07.23
  • 심사 : 2012.08.31
  • 발행 : 2012.09.30

초록

This paper presents a velocity disturbance estimation system for the stable fine seek control using a genetic algorithm. To estimate accurately the velocity disturbance in spite of the uncertainties of fine actuator, the system utilizes an objective function to minimize the differences of the frequency characteristics between the nominal velocity control loop and the extremal velocity control loops. The objective function is considered by applying a genetic algorithm and the velocity disturbance is estimated by the measurable velocity, the adjusted velocity controller, and the fine actuator model. The proposed velocity disturbance estimation system is applied to the fine seek control system of a DVD recording device and is evaluated through the experimental results.

키워드

참고문헌

  1. Jin, K. B., Doh, T.-Y., Ryoo, J. R., and Chung M. J., "robust direct seek control for high-speed rotational optical disk drives," IEEE transactions on consumer electronics, pp. 1273-1283, 1998.
  2. Suzuki, M., Tanaka, H., Miura, M., Suzuki, Y., and Mori, M., "Advanced direct seeking system for 5.2 5" magnetooptical disk drive," J. Appl. Phys., pp. 5371-5375, 1993.
  3. Yang, J., Pan, L., Pei, X., and Xu, D., "Two-actuator cooperative seek control for optical disk drives," Proceedings of the SPIE, pp. 94-98, 1998.
  4. Jin, K. B., Lee, H. K., Chung, M. J., "Direct seek control scheme for high-speed rotational optical disk drives," Electronics letters, pp. 1476-1477, 1998.
  5. Yang, J. D., Pan, L. F., Pei, X. D., and Xie, C. S., "Time Optimal Seek Control for a Coupled Dual Stage Disk Drive Actuator," IEEE transactions on magnetics, pp. 2629-2631, 1997.
  6. Akiyama, M. and Ishikawa, J., "Repetitive Track Seeking Algorithm for Optical Disk Drives," Japanese journal of applied physics, pp. 5392-5396, 1993.
  7. 진경복, 이문노, "광디스크7드라이브의진동제어 기술,"7한국소음진동공학회지, pp. 48-55, 2003.
  8. Lee, M.-N. and Jin, K. B., "A controller design method for constructing a robust track-following system," IEEE Trans. Cons. Electr., vol. 54, no. 2, pp. 538-544, 2008. https://doi.org/10.1109/TCE.2008.4560127
  9. Hsu, C.-C., Chang, S.-C., and Yu, C.-Y., "Tolerance design of robust controllers for uncertain interval systems based on evolutionary algorithms," IET Control Theory Appl., vol. 1, no. 1, pp. 244-252, 2007. https://doi.org/10.1049/iet-cta:20050300
  10. Lee, H. K., Lee, D. H., Ran, Z., Lee, G. K., and Lee, M.-N., "On parameter selection for reducing pr emature convergence of genetic algorithms," CAIN E-2010, pp. 214-219, 2010.
  11. 진경복, 이문노, "유전자알고리즘을이용한트랙 킹진동량추정시스템,"반도체디스플레이기술학회지, 제10권, 제2호, pp.25-30, 2011.