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비내진 철근콘크리트 벽식 교각의 다변수 지진응답 예측 모델 개발 KCI 등재

Multi-Parameter Seismic Demand Model for Non-Seismic Designed Reinforced Concrete Pier Walls

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  • URLhttps://db.koreascholar.com/Article/Detail/445512
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한국지진공학회 (Earthquake Engineering Society of Korea)
초록

Non-seismic-designed reinforced concrete (RC) pier walls often include lap splices in potential plastic hinge regions. This study develops an analytical model to capture the post-yield load–deformation response of lap-spliced RC pier walls subjected to earthquake loading. The parameters of the model were calibrated using experimental results, and linear regression was conducted to propose predictive equations for these parameters. The accuracy of the model was validated by comparing it to the load–deformation responses of specimens not included in the calibration database. Subsequently, the developed model was applied to probabilistic bridge models supported by RC pier walls. A multi-parameter seismic demand model was constructed, taking into account geometric, material, and structural uncertainties, using Lasso regression. This model achieved R² values of 0.73 for in-plane loading and 0.75 for out-of-plane loading. The improvements in performance metrics and the results of the sensitivity analysis emphasize the need to develop a multi-parameter seismic demand model to ensure more reliable seismic demand predictions.

목차
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1. 서 론
2. 비내진 철근콘크리트 벽식 교각 해석 모델 개발
    2.1 해석 모델 구성
    2.2 실험 연구 하중-변형 응답 데이터베이스
    2.3 재료 모델 매개변수 보정
    2.4 재료 모델 매개변수 예측식 제안
3. 비내진 벽식 교각지지 교량의 해석 모델
    3.1 해석 대상 교량
    3.2 교량의 해석 모델
    3.3 벽식 교각의 단일 변수 지진 응답 모델
4. 벽식 교각의 다변수 지진 응답 모델 개발
    4.1 Lasso 회귀 모델
    4.2 다변수 지진 응답 모델의 성능 검증
    4.3 민감도 분석
5. 결 론
/ 감사의 글 /
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저자
  • 이건찬(한양대학교 건설환경공학과 석박사통합과정) | Lee Gun Chan (Graduate Student, Department of Civil and Environmental Engineering, Hanyang University)
  • 김지현(한국철도기술연구원 첨단궤도토목본부 선임연구원) | Kim Ji Hyeon (Senior Researcher, Track & Civil Infrastructure Division, Korea Railroad Research Institute) Corresponding author
  • 전종수(한양대학교 건설환경공학과 교수) | Jeon Jong-Su (Professor, Department of Civil and Environmental Engineering, Hanyang University)