본문 바로가기
HOME> 논문 > 논문 검색상세

논문 상세정보

Journal of mechanical science and technology v.22 no.1, 2008년, pp.25 - 33   피인용횟수: 6

Optimization design technique for reduction of sloshing by evolutionary methods

Kim, Hyun-Soo    (Dept. of International Joint Development, R&D Division, Korea Aerospace Industries, Ltd.   ); Lee, Young-Shin    (BK21 Mechatronics Group Dept. of Mechanical Design Engineering, Chungnam National University  );
  • 초록

    The oscillation of a fluid caused by external force, called sloshing, occurs in moving vehicles containing liquid masses, such as trucks, railroad cars, aircraft, and liquid rockets. This sloshing effect could be a severe problem in vehicle stability and control. Therefore, development of efficient and easy method to reduce sloshing effect is positively necessary. In this study, optimization design technique for reduction of the sloshing using evolutionary method is suggested. Two evolutionary methods are employed, respectively, the artificial neural network (ANN) and genetic algorithm (GA). ANN is used for the analysis of sloshing and GA is adopted as optimization algorithm. The considered storage tank for fluid is a rectangular tank. The design variables are width and installation location of the baffle, and sloshing reduction coefficient by baffle is used as an object function in the optimization. As a result of this study, the optimal design for sloshing reduction is presented.


  • 주제어

    Optimization design .   Sloshing .   Evolutionary methods .   ANN .   GA.  

  • 참고문헌 (19)

    1. S. Aliabadi, A. Johnson and J. Abedi, Comparison of finite element and pendulum models for simulation of sloshing, Computers and Fluids 32 (4) (2003) 535-545 
    2. B. F. Chen and R. Nokes, Time-independent finite difference analysis of fully non-linear and viscous fluid sloshing in a rectangular tank, Journal of Computational Physics 209 (1) (2005) 47-81 
    3. J. R. Cho and S. Y. Lee, Transient dynamicresponse analysis of liquid-storage tanks with baffles, Journal of the Korean Society for Aeronautical and Space Sciences 29 (4) (2001) 43-50 
    4. T. Ikeda and S. Murakami, Auto parameter resonances in a structure/fluid interaction system carrying a cylindrical liquid tank, Journal of Sound and Vibration 285 (3) (2005) 517-546 
    5. Y. K. Kwack and S. H. Ko, Computational fluid dynamics study on two-dimensional sloshing in rectangular tank, Trans. of KSME (B). 27 (8) (2003) 1142-1149     
    6. Y. S. Lee, H. S. Kim, J. H. Lee and S. H. Ko, A study on the damping of the sloshing of storage tank using wing and diaphragm baffle, Tenth International Congress on Sound and Vibration (ICSV10). Stockholm, Sweden (2003) 
    7. J. H. Lee, A study on the sloshing of rectangular tank partially filled with water translational motion. M.S. THESIS, Chungnam National University, (2003) 
    8. H. S. Kim, J. H. Lee, Y. S. Lee and S. H. Ko, A study on the sloshing of the rectangular tank filled with water under translational motion, Tenth International Congress on Sound and Vibration (ICSV10). Stockholm, Sweden (2003) 
    9. D. H. Lee, M. H. Kim, S. H. Kwon, J. W. Kim and Y. B. Lee, A Parametric sensitivity study on LNG tank sloshing loads by numerical simulations, Ocean Engineering 34 (1) (2007) 3-9 
    10. MSC/Software, MSC/Dytran ver. 4.7 Users Manual, 1 (1999) 
    11. J. R. Cho and H. W. Lee, Free surface tracking for the accurate time response analysis of nonlinear liquid sloshing, Journal of Mechanical Science and Technology 19 (7) (2005) 1517-1525     
    12. Y. W. Kim and Y. S. Lee, Coupled vibration analysis of liquid-filled rigid cylindrical storage tank with an annular plate cover, Journal of Sound and Vibration 279 (2005) 217-235 
    13. H. F. Bauer and E. Eidel, Frictionless liquid sloshing in circular cylindrical container configurations, Aero Science and Technology 5 (1999) 301-311 
    14. R. D. Vanluchene and R. Sun, Neural networks in structural engineering, Microcomputers in Civil Engineering 5 (1990) 207-215 
    15. MSC/Software, MSC/Dytran ver. 4.7 Users Manual, 2 (1999) 
    16. J. R. Cho, M. J. Kim, S. Y. Lee and J. W. Huh, Dynamic suppression effects of liquid container to the baffle number and hole diameter, Journal of the Computational Structural Engineering Institute of Korea 15 (1) (2002) 147-154 
    17. D. E. Goldberg, Genetic Algorithm in Search, Optimization, and Machine Learning, Addison-Wesley, (1989) 
    18. Y. W. Kim, Y. S. Lee and S.H. Ko, Coupled vibration of partially fluid-filled cylindrical shells with ring stiffeners, Journal of Sound and Vibration 276 (2004) 869-897 
    19. J. S. R. Jang, C. T. Sun and E. Mizutani, Neuro- Fuzzy and Soft Computing, Prentice Hall (1997) 
  • 이 논문을 인용한 문헌 (6)

    1. 2008. "" Journal of mechanical science and technology, 22(9): 1668~1676     
    2. Lee, Young-Shin 2009. "Review on the Cylindrical Shell Research" 大韓機械學會論文集. Transactions of the Korean Society of Mechanical Engineers. A. A, 33(1): 1~26     
    3. 2010. "" Journal of mechanical science and technology, 24(2): 583~592     
    4. 2012. "" Journal of mechanical science and technology, 26(11): 3491~3501     
    5. Kim, Geun-Hong ; Lee, Young-Shin ; Yang, Hyung-Lyeol 2013. "Compliant Mechanism Topology Optimization of Metal O-Ring" 大韓機械學會論文集. Transactions of the Korean Society of Mechanical Engineers. A. A, 37(4): 537~545     
    6. 2014. "" Structural engineering and mechanics : An international journal, 50(2): 151~161     

 활용도 분석

  • 상세보기

    amChart 영역
  • 원문보기

    amChart 영역

원문보기

무료다운로드
  • 원문이 없습니다.
유료다운로드

유료 다운로드의 경우 해당 사이트의 정책에 따라 신규 회원가입, 로그인, 유료 구매 등이 필요할 수 있습니다. 해당 사이트에서 발생하는 귀하의 모든 정보활동은 NDSL의 서비스 정책과 무관합니다.

원문복사신청을 하시면, 일부 해외 인쇄학술지의 경우 외국학술지지원센터(FRIC)에서
무료 원문복사 서비스를 제공합니다.

NDSL에서는 해당 원문을 복사서비스하고 있습니다. 위의 원문복사신청 또는 장바구니 담기를 통하여 원문복사서비스 이용이 가능합니다.

이 논문과 함께 출판된 논문 + 더보기