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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.26 No.6
- 발행연도
- 2020.1
- 수록면
- 797 - 807 (11page)
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초록· 키워드
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Due to the influence of nonlinearity and time-variation, it is difficult to establish an accurate model of concrete frame structures that adopt active controllers. Fuzzy theory is a relatively appropriate method but susceptible to human subjective experience to decrease the performance. This paper proposes a novel artificial intelligence based EBA (Evolved Bat Algorithm) controller with machine learning matched membership functions in the complex nonlinear system. The proposed affine transformed membership functions are adopted and stabilization and performance criterion of the closed-loop fuzzy systems are obtained through a new parametrized linear matrix inequality which is rearranged by machine learning affine matched membership functions. The trajectory of the closed-loop dithered system and that of the closed-loop fuzzy relaxed system can be made as close as desired. This enables us to get a rigorous prediction of stability of the closed-loop dithered system by establishing that of the closed-loop fuzzy relaxed system.
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참고문헌 (35)
참고문헌 신청
Hojjat Adeli / 2006 / Dynamic Fuzzy Wavelet Neural Network Model for Structural System Identification / Journal of Structural Engineering 132(1):102~111
Ronaldo C. Battista / 2019 / A system of multiple controllers for attenuating the dynamic response of multimode floor structures to human walking / Smart Structures and Systems, An International Journal 23(5):467~478
Larry K. Berg / 2019 / Sensitivity of Turbine-Height Wind Speeds to Parameters in the Planetary Boundary-Layer Parametrization Used in the Weather Research and Forecasting Model: Extension to Wintertime Conditions / Boundary-Layer Meteorology 170(3):507~518
Cheng-Wu Chen / 2014 / Interconnected TS fuzzy technique for nonlinear time-delay structural systems / Nonlinear Dynamics 76(1):13~22
Cheng-Wu Chen / 2014 / A criterion of robustness intelligent nonlinear control for multiple time-delay systems based on fuzzy Lyapunov methods / Nonlinear Dynamics 76(1):23~31
Ronaldo C. Battista / 2019 / A system of multiple controllers for attenuating the dynamic response of multimode floor structures to human walking / Smart Structures and Systems, An International Journal 23(5):467~478
Larry K. Berg / 2019 / Sensitivity of Turbine-Height Wind Speeds to Parameters in the Planetary Boundary-Layer Parametrization Used in the Weather Research and Forecasting Model: Extension to Wintertime Conditions / Boundary-Layer Meteorology 170(3):507~518
Cheng-Wu Chen / 2014 / Interconnected TS fuzzy technique for nonlinear time-delay structural systems / Nonlinear Dynamics 76(1):13~22
Cheng-Wu Chen / 2014 / A criterion of robustness intelligent nonlinear control for multiple time-delay systems based on fuzzy Lyapunov methods / Nonlinear Dynamics 76(1):23~31
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