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      유연도 행렬을 이용한 전단빌딩의 유전자 알고리즘 기반 손상추정 = Damage Detection in Shear Building Based on Genetic Algorithm Using Flexibility Matrix

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      https://www.riss.kr/link?id=A101121588

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      다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

      Stiffness estimation of a shear building due to local damages is usually achieved though structural analysis based on the assumed material properties and idealized numerical modeling of structure. Conventional numerical modeling, however, frequently causes an inevitable error in the structural response and this makes it difficult to exactly predict the damage state in structure. To solve this problem, this paper introduces a damage detection technique for shear building using genetic algorithm. The introduced algorithm evaluates the damage in structure using a flexibility matrix since the flexibility matrix can exactly be obtained from the field test in spite of using a few lower dynamic modes of structure. The introduced algorithm is expected to be more effectively used in damage detection of structures rather than conventional method using the stiffness matrix. Moreover, even in cases when an accurate measurement of structural stiffness cannot be expected, the proposed technique makes it possible to estimate the absolute change in stiffness of the structure on the basis of genetic algorithm. The validity of the proposed technique is demonstrated though numerical analysis using OPENSEES.
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      Stiffness estimation of a shear building due to local damages is usually achieved though structural analysis based on the assumed material properties and idealized numerical modeling of structure. Conventional numerical modeling, however, frequently c...

      Stiffness estimation of a shear building due to local damages is usually achieved though structural analysis based on the assumed material properties and idealized numerical modeling of structure. Conventional numerical modeling, however, frequently causes an inevitable error in the structural response and this makes it difficult to exactly predict the damage state in structure. To solve this problem, this paper introduces a damage detection technique for shear building using genetic algorithm. The introduced algorithm evaluates the damage in structure using a flexibility matrix since the flexibility matrix can exactly be obtained from the field test in spite of using a few lower dynamic modes of structure. The introduced algorithm is expected to be more effectively used in damage detection of structures rather than conventional method using the stiffness matrix. Moreover, even in cases when an accurate measurement of structural stiffness cannot be expected, the proposed technique makes it possible to estimate the absolute change in stiffness of the structure on the basis of genetic algorithm. The validity of the proposed technique is demonstrated though numerical analysis using OPENSEES.

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      참고문헌 (Reference)

      1 윤정방, "유전자 알고리즘을 이용한 모드기반 교량의 해석모델개선" 한국전산구조공학회 17 (17): 389-404, 2004

      2 최병민, "유전자 알고리즘을 이용한 구조물 손상 탐색기법에 관한 연구" 한국소음진동공학회 17 (17): 80-87, 2007

      3 이종재, "상시진동 데이터를 이용한 교량의 손상추정기법" 대한토목학회 25 (25): 375-386, 2005

      4 김정태, "고유진동수와 모드변형에너지를 이용한 향상된유전알고리즘 기반 손상검색기법" 한국전산구조공학회 19 (19): 313-322, 2006

      5 Wu, X., "Use of neural networks in detection of structural damage" 42 (42): 649-659, 1992

      6 Beyer, H.G., "The theory of evolution strategies" Springer 380-, 2001

      7 Yan, A., "Structural damage localization by combining flexibility and stiffness methods" 27 (27): 1752-1761, 2005

      8 Ge, M., "Structural damage identification using system dynamic properties" 83 (83): 2185-2196, 2005

      9 Cobb, R.G., "Structural damage identification from frequency response data" 334-344, 1997

      10 Sreenivas, A., "Signal versus noise in damage detection by experimental modal analysis" ASCE 123 (123): 237-245, 1997

      1 윤정방, "유전자 알고리즘을 이용한 모드기반 교량의 해석모델개선" 한국전산구조공학회 17 (17): 389-404, 2004

      2 최병민, "유전자 알고리즘을 이용한 구조물 손상 탐색기법에 관한 연구" 한국소음진동공학회 17 (17): 80-87, 2007

      3 이종재, "상시진동 데이터를 이용한 교량의 손상추정기법" 대한토목학회 25 (25): 375-386, 2005

      4 김정태, "고유진동수와 모드변형에너지를 이용한 향상된유전알고리즘 기반 손상검색기법" 한국전산구조공학회 19 (19): 313-322, 2006

      5 Wu, X., "Use of neural networks in detection of structural damage" 42 (42): 649-659, 1992

      6 Beyer, H.G., "The theory of evolution strategies" Springer 380-, 2001

      7 Yan, A., "Structural damage localization by combining flexibility and stiffness methods" 27 (27): 1752-1761, 2005

      8 Ge, M., "Structural damage identification using system dynamic properties" 83 (83): 2185-2196, 2005

      9 Cobb, R.G., "Structural damage identification from frequency response data" 334-344, 1997

      10 Sreenivas, A., "Signal versus noise in damage detection by experimental modal analysis" ASCE 123 (123): 237-245, 1997

      11 Hajela, P., "Recent developments in damage detection based on system identification methods" 2 (2): 1-10, 1990

      12 Lu, Q., "Multiple damage location with flexibility curvature and relative frequency change for beam structures" 253 (253): 1101-1114, 2002

      13 Perry, M.J., "Modified genetic algorithm strategy for structural identification" 84 (84): 529-540, 2006

      14 Doebling, S.W., "Minimum-rank optimal update of elemental stiffness parameters for structural damage identification" 34 (34): 2615-2621, 1996

      15 Michalewicz, Z., "Genetic algorithms + Data structures=Evolution programs" 387-, 1999

      16 Chou, J.H., "Genetic algorithm in structural damage detection" 79 (79): 1335-1353, 2001

      17 Ratcliffe, C.P., "Damage detection using a modified Laplacian operator on mode shape data" 204 (204): 505-517, 1997

      18 Pandey, A.K., "Damage detection in structures using changes in flexibility" 169 (169): 3-17, 1994

      19 Kim, H.M., "Damage detection and health monitoring of large space structures" 34th AIAA/ASME Adaptive Structures Forum 3527-3533, 1993

      20 Juneja, V., "Damage detection and damage detectability - analysis and experiments" 10 (10): 135-142, 1997

      21 Toksoy, T., "Bridge-condition assessment by modal flexibility" Experimental Mechanics 271-278, 1994

      22 Mares, C., "An application of genetic algorithms to identify damage in elastic structures" 195 (195): 195-215, 1996

      23 Stutz, L.T., "A flexibility-based continuum damage identification approach" 279 (279): 641-667, 2005

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