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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 국제구조공학회 Structural Engineering and Mechanics, An Int'l Journal Structural Engineering and Mechanics, An Int'l Journal Vol.62 No.2
- 발행연도
- 2017.1
- 수록면
- 237 - 246 (10page)
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초록· 키워드
오류제보하기
In the present paper a new Neuro-Wavelet control algorithm is proposed based on a cost function to actively control the vibrations of structures under earthquake loads. A wavelet neural network (WNN) was developed to train the control algorithm. This algorithm is designed to control multi-degree-of-freedom (MDOF) structures which consider the geometric and material non-linearity, structural irregularity, and the incident direction of an earthquake load. The training process of the algorithm was performed by using the El-Centro 1940 earthquake record. A numerical model of a three dimensional (3D) three story building was used to accredit the control algorithm under three different seismic loads. Displacement responses and hysteretic behavior of the structure before and after the application of the controller showed that the proposed strategy can be applied effectively to suppress the structural vibrations.
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참고문헌 (33)
참고문헌 신청
2007 / ACI 318-08. Building code requirements for structural concrete (ACI318M-08) and commentary / American Concrete Institute
Adeli, H. / 2001 / Neural networks in civil engineering : 1989-2000 / Comput. Aid. Civi Infrastr. Eng 16(2):126~142
Adeli, H. / 1994 / Machine Learning: Neural Networks, Genetic Algorithms, and Fuzzy Systems / John Wiley & Sons, Inc
Adeli, H. / 2004 / Wavelet-hybrid feedback-least mean square algorithm for robust control of structures / J. Struct. Eng 130(1):128~137
Ahmadizadeh, M. / 2007 / On equivalent passive structural control systems for semi‐active control using viscous fluid dampers / Struct. Control Hlth. Monit 14(6):858~875
Adeli, H. / 2001 / Neural networks in civil engineering : 1989-2000 / Comput. Aid. Civi Infrastr. Eng 16(2):126~142
Adeli, H. / 1994 / Machine Learning: Neural Networks, Genetic Algorithms, and Fuzzy Systems / John Wiley & Sons, Inc
Adeli, H. / 2004 / Wavelet-hybrid feedback-least mean square algorithm for robust control of structures / J. Struct. Eng 130(1):128~137
Ahmadizadeh, M. / 2007 / On equivalent passive structural control systems for semi‐active control using viscous fluid dampers / Struct. Control Hlth. Monit 14(6):858~875
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