• Computers and Concrete
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• 제2권1호
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• pp.79-96
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• 2005

The use of high-strength concrete (HSC) has significantly increased over the last decade, especially in offshore structures, long-span bridges, and tall buildings. The behavior of such concrete is noticeably different from that of normal-strength concrete (NSC) due to its different microstructure and mode of failure. In particular, the shear capacity of structural members made of HSC is a concern and must be carefully evaluated. The shear fracture surface in HSC members is usually trans-granular (propagates across coarse aggregates) and is therefore smoother than that in NSC members, which reduces the effect of shear transfer mechanisms through aggregate interlock across cracks, thus reducing the ultimate shear strength. Current code provisions for shear design are mainly based on experimental results obtained on NSC members having compressive strength of up to 50MPa. The validity of such methods to calculate the shear strength of HSC members is still questionable. In this study, a new approach based on artificial neural networks (ANNs) was used to predict the shear capacity of NSC and HSC beams without shear reinforcement. Shear capacities predicted by the ANN model were compared to those of five other methods commonly used in shear investigations: the ACI method, the CSA simplified method, Response 2000, Eurocode-2, and Zsutty's method. A sensitivity analysis was conducted to evaluate the ability of ANNs to capture the effect of main shear design parameters (concrete compressive strength, amount of longitudinal reinforcement, beam size, and shear span to depth ratio) on the shear capacity of reinforced NSC and HSC beams. It was found that the ANN model outperformed all other considered methods, providing more accurate results of shear capacity, and better capturing the effect of basic shear design parameters. Therefore, it offers an efficient alternative to evaluate the shear capacity of NSC and HSC members without stirrups.

• 콘크리트학회논문집
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• 제22권3호
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• pp.381-388
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• 2010

이 논문에서는 내진상세가 적용되지 않은 RC골조의 지진 거동 특성을 파악하였다. 해석 대상 건물은 내진 규준의 적용을 받지 않고 중력하중만을 고려하여 설계되었다. 원형철근이 주철근으로 사용되었으며, 부재는 낮은 수준의 전단력을 견딜 수 있는 최소한의 스터럽이 사용되어 코어 부분의 구속효과는 거의 없다. 평면비정형성을 가진 건물의 경우, 푸쉬오버 해석을 통해서는 비틀림으로 인한 평면상에서 연단부의 손상집중을 파악할 수 없으므로 비선형 동적해석을 사용하는 것이 바람직하다. 섬유요소를 이용한 비선형 동적해석은 양방향 지진하중과 비틀림 거동의 영향을 받는 RC골조의 거동을 성공적으로 예측할 수 있었다. 하지만, 보다 진보된 응답 예측을 위해서는 부착 미끄러짐과 같은 보-기둥 접합부의 국부거동을 정밀하게 나타내는 모델링 요소의 개발이 필요하다.