지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 국제구조공학회 Smart Structures and Systems, An International Journal Smart Structures and Systems, An International Journal Vol.21 No.4
- 발행연도
- 2018.1
- 수록면
- 521 - 535 (15page)
이용수
초록· 키워드
오류제보하기
The main purpose of this paper is to predict missing absolute out-of-plane displacements and failure limits of infill walls by artificial neural network (ANN) models. For this purpose, two shake table experiments are performed. These experiments are conducted on a 1:1 scale one-bay one-story reinforced concrete frame (RCF) with an infill wall. One of the experimental models is composed of unreinforced brick model (URB) enclosures with an RCF and other is composed of an infill wall with bed joint reinforcement (BJR) enclosures with an RCF. An artificial earthquake load is applied with four acceleration levels to the URB model and with five acceleration levels to the BJR model. After a certain acceleration level, the accelerometers are detached from the wall to prevent damage to them. The removal of these instruments results in missing data. The missing absolute maximum out-of-plane displacements are predicted with ANN models. Failure of the infill wall in the out-of-plane direction is also predicted at the 0.79 g acceleration level. An accuracy of 99% is obtained for the available data. In addition, a benchmark analysis with multiple regression is performed. This study validates that the ANN-based procedure estimates missing experimental data more accurately than multiple regression models.
목차
등록된 정보가 없습니다.
참고문헌 (55)
참고문헌 신청
Al-Chaar, G. / 2002 / Behaviour of masonry-infilled nonductile reinforced concrete frames / J. Struct.Eng. -ASCE 128(8):1055~1063
Alyuda / 2017 / Neural networks software
Anil, O. / 2007 / An experimental study on reinforced concrete partially infilled frames / Eng. Struct. 29:449~460
Bilgehan, M. / 2012 / Buckling load estimation of cracked columns using artificial neural network modeling technique / J. Civil Eng. Manage. 18(4):568~579
Calvi, G. / 2001 / Seismic response of reinforced concrete frames infilled with weakly reinforced masonry panels / J. Earthq. Eng. 5(2):153~185
Alyuda / 2017 / Neural networks software
Anil, O. / 2007 / An experimental study on reinforced concrete partially infilled frames / Eng. Struct. 29:449~460
Bilgehan, M. / 2012 / Buckling load estimation of cracked columns using artificial neural network modeling technique / J. Civil Eng. Manage. 18(4):568~579
Calvi, G. / 2001 / Seismic response of reinforced concrete frames infilled with weakly reinforced masonry panels / J. Earthq. Eng. 5(2):153~185
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Application of Artificial Neural Networks to the prediction of out-of-plane response of infill walls subjected to shake table
Smart structures and systems
2018 .01
-
Experimental study of masonry infill reinforced concrete frames with and without corner openings
Structural Engineering and Mechanics, An Int＇l Journal
2016 .01
-
Experimental study of masonry infill reinforced concrete frames with and without corner openings
Structural engineering and mechanics : An international journal
2016 .01
-
Reliability of analytical models for the prediction of out-of-plane capacity of masonry infills
Structural engineering and mechanics : An international journal
2017 .01
-
Reliability of analytical models for the prediction of out-of-plane capacity of masonry infills
Structural Engineering and Mechanics, An Int＇l Journal
2017 .01
-
The investigation of seismic performance of existing RC buildings with and without infill walls
Computers and Concrete, An International Journal
2018 .01
-
Experimental damage evaluation of prototype infill wall based on forced vibration test
Advances in concrete construction
2019 .01
-
Influence of openings of infill wall on seismic vulnerability of existing RC structures
Structural Engineering and Mechanics, An Int＇l Journal
2020 .01
-
A new method for infill equivalent strut width
Structural Engineering and Mechanics, An Int＇l Journal
2019 .01
-
Assessment of infill wall topology contribution in the overall response of frame structures under seismic excitation
Structural engineering and mechanics : An international journal
2015 .01
-
Seismic performance of RC frame structures strengthened by HPFRCC walls
Structural Engineering and Mechanics, An Int＇l Journal
2020 .01
-
Experimental vs. theoretical out-of-plane seismic response of URM infill walls in RC frames
Structural Engineering and Mechanics, An Int＇l Journal
2019 .01
-
Optimization of the seismic performance of masonry infilled R/C buildings at the stage of design using artificial neural networks
Structural Engineering and Mechanics, An Int＇l Journal
2020 .01
-
Experimental and numerical studies on the frame-infill in-teraction in steel reinforced recycled concrete frames
Steel and Composite Structures, An International Journal
2016 .01
-
Infill wall effects on the dynamic characteristics of RC frame systems via operational modal analysis
Structural Engineering and Mechanics, An Int＇l Journal
2020 .01
-
인공신경망 기반 벽 압력을 이용한 난류 채널 유동 내 벽 근처 속도 예측
대한기계학회 춘추학술대회
2017 .11
-
Shake-table testing of a 1:5 reduced-scale five-story masonry-infilled reinforced concrete frame structure
Structural Engineering and Mechanics, An Int＇l Journal
2021 .01
-
조적채움벽 높이에 따른 철근콘크리트 중력골조의 하중-변위 응답
한국지진공학회 논문집
2020 .01
-
Influence of masonry infill on reinforced concrete frame structures' seismic response
Coupled systems mechanics
2015 .01
-
Experimental and numerical analysis of RC structure with two leaf cavity wall subjected to shake table
Structural engineering and mechanics : An international journal
2015 .01
이 논문의 저자 정보
최근 본 자료
댓글(0)
0