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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 국제구조공학회 Smart Structures and Systems, An International Journal Smart Structures and Systems, An International Journal Vol.15 No.1
- 발행연도
- 2015.1
- 수록면
- 191 - 207 (17page)
이용수
초록· 키워드
오류제보하기
Proper placement of sensors plays a key role in construction and implementation of an effective structural health monitoring (SHM) system. This paper proposes a novel methodology called the distributed monkey algorithm (DMA) for the optimum design of SHM system sensor arrays. Different from the existing algorithms, the dual-structure coding method is adopted for the representation of design variables and the single large population is partitioned into subsets and each subpopulation searches the space in different directions separately, leading to quicker convergence and higher searching capability. After the personal areas of all subpopulations have been finished, the initial optimal solutions in every subpopulation are extracted and reordered into a new subpopulation, and the harmony search algorithm (HSA) is incorporated to find the final optimal solution. A computational case of a high-rise building has been implemented to demonstrate the effectiveness of the proposed method. Investigations have clearly suggested that the proposed DMA is simple in concept, few in parameters, easy in implementation, and could generate sensor configurations superior to other conventional algorithms both in terms of generating optimal solutions as well as faster convergence.
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참고문헌 (37)
참고문헌 신청
Abdullah, M. M. / 2001 / Placement of sensors / actuators on civil structures using genetic algorithms / Earthq. Eng. Struct. D. 30(8):1167~1184
Brooks, R. R. / 1996 / Automatic correlation and calibration of noisy sensor readings using elite genetic algorithms / Artifi. Intell 84(1-2):339~354
Carne, T. G / 1995 / A modal test design strategy for modal correlation / Proceedings of the 13th International Modal Analysis Conference, Schenectady, New York, USA
Chow, H. M. / 2010 / Optimal sensor configuration of a typical transmission tower for the purpose of structural model updating / Struct. Control Health. 18(3):305~320
ETABS, Computer & Structures, Inc. Berkeley, CA(USA)
Brooks, R. R. / 1996 / Automatic correlation and calibration of noisy sensor readings using elite genetic algorithms / Artifi. Intell 84(1-2):339~354
Carne, T. G / 1995 / A modal test design strategy for modal correlation / Proceedings of the 13th International Modal Analysis Conference, Schenectady, New York, USA
Chow, H. M. / 2010 / Optimal sensor configuration of a typical transmission tower for the purpose of structural model updating / Struct. Control Health. 18(3):305~320
ETABS, Computer & Structures, Inc. Berkeley, CA(USA)
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