지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한기계학회 Journal of Mechanical Science and Technology Journal of Mechanical Science and Technology Vol.20 No.11
- 발행연도
- 2006.11
- 수록면
- 1,823 - 1,833 (11page)
이용수
초록· 키워드
오류제보하기
An immune algorithm is a kind of evolutional computation strategies, which is developed in the basis of a real immune mechanism in the human body. Recently, scientific or engineering applications using this scheme are remarkably increased due to its significant ability in terms of adaptation and robustness for external disturbances. Particularly, this algorithm is efficient to search optimal parameters against complicated dynamic systems with uncertainty and perturbation. In this paper, we investigate an immune algorithm embedded Proportional Integral Derivate (called I-PID) control, in which an optimal parameter vector of the controller is determined offline by using a cell-mediated immune response of the immunized mechanism. For evaluation, we apply the proposed control to mitigation of vibrations for nonlinear structural systems, cased by external environment load such as winds and earthquakes. Comparing to traditional controls under same simulation scenarios, we demonstrate the innovation control is superior especially in robustness aspect.
목차
영어 초록
1. Introduction
2. Nonlinear Structural Systems
3. An Immune system
4. Design of an I-PID Controller
5. Computer Simulations
6. Conclusions
Acknowledgements
References
참고문헌 (14)
참고문헌 신청
Chang, J. C. and Soong, T. T., 1980, "Structural Control Using Active Tuned Mass Dampers," Proc. of the American Society of Civil Engineers, Vol.106, No. EM6, pp.1091~1098.
Chun, J. S., Lim, J. P., Jung, H. K. and Yoon, J. S., 1999, "Optimal Design of Synchronous Motor with Parameter Correction Using Immune Algorithm," IEEE Transaction on Energy Conversion, Vol.14, No.3, pp.610~615.
Dasgupta, D., 1997, Artificial Immune Systems and Their Applications, Springer.
Endoh, S., Toma, N. and Yamada, K., 1998, "Immune Algorithm for n-TSP," Proceeding of the IEEE International Conference on Systems, Man, and Cybernetics, Vol.4, pp.3844~3849.
Haykin, S., 1999, Neural networks: A comprehensive foundation, New Jersey, Prentice-Hall.
Chun, J. S., Lim, J. P., Jung, H. K. and Yoon, J. S., 1999, "Optimal Design of Synchronous Motor with Parameter Correction Using Immune Algorithm," IEEE Transaction on Energy Conversion, Vol.14, No.3, pp.610~615.
Dasgupta, D., 1997, Artificial Immune Systems and Their Applications, Springer.
Endoh, S., Toma, N. and Yamada, K., 1998, "Immune Algorithm for n-TSP," Proceeding of the IEEE International Conference on Systems, Man, and Cybernetics, Vol.4, pp.3844~3849.
Haykin, S., 1999, Neural networks: A comprehensive foundation, New Jersey, Prentice-Hall.
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UCI(KEPA) : I410-ECN-0101-2009-550-017407772