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 Structural Engineering and Mechanics, An Int'l Journal Structural Engineering and Mechanics, An Int'l Journal Vol.75 No.5
- 발행연도
- 2020.1
- 수록면
- 633 - 642 (10page)
이용수
초록· 키워드
오류제보하기
Artificial neural networks (ANNs) are known as intelligent methods for modeling the behavior of physical phenomena because of it is a soft computing technique and takes data samples rather than entire data sets to arrive at solutions, which saves both time and money. ANN is successfully used in the civil engineering applications which are suitable examining the complicated relations between variables. Functionally graded materials (FGMs) are advanced composites that successfully used in various engineering design. The FGMs are nonhomogeneous materials and made of two different type of materials. In the present study, the bending analysis of functionally graded material (FGM) beams presents on theoretical based on combination of mixed-finite element method, Gâteaux differential and Timoshenko beam theory. The main idea in this study is to build a model using ANN with four parameters that are: Young’s modulus ratio (Et/Eb), a shear correction factor (ks), power-law exponent (n) and length to thickness ratio (L/h). The output data is the maximum displacement (w). In the experiments: 252 different data are used. The proposed ANN model is evaluated by the correlation of the coefficient (R), MAE and MSE statistical methods. The ANN model is very good and the maximum displacement can be predicted in ANN without attempting any experiments.
목차
등록된 정보가 없습니다.
참고문헌 (79)
참고문헌 신청
Hadj Henni Abdelaziz / 2017 / An efficient hyperbolic shear deformation theory for bending, buckling and free vibration of FGM sandwich plates with various boundary conditions / Steel and Composite Structures, An International Journal 25(6):693~704
Zohra Abdelhak / 2016 / Thermal buckling response of functionally graded sandwich plates with clamped boundary conditions / Smart Structures and Systems, An International Journal 18(2):267~291
Adim, B. / 2016 / Effects of thickness stretching in FGM plates using a quasi-3D higher order shear deformation theory / Adv. Mater. Res 5(4):223
Adim, B. / 2016 / Buckling analysis of anti-symmetric cross-ply laminated composite plates under different boundary conditions / Appl. Mech 52(6):661~676
Adim, B. / 2016 / An efficient and simple higher order shear deformation theory for bending analysis of composite plates under various boundary conditions / Earthq. Struct 11(1):63~82
Zohra Abdelhak / 2016 / Thermal buckling response of functionally graded sandwich plates with clamped boundary conditions / Smart Structures and Systems, An International Journal 18(2):267~291
Adim, B. / 2016 / Effects of thickness stretching in FGM plates using a quasi-3D higher order shear deformation theory / Adv. Mater. Res 5(4):223
Adim, B. / 2016 / Buckling analysis of anti-symmetric cross-ply laminated composite plates under different boundary conditions / Appl. Mech 52(6):661~676
Adim, B. / 2016 / An efficient and simple higher order shear deformation theory for bending analysis of composite plates under various boundary conditions / Earthq. Struct 11(1):63~82
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
A refined functional and mixed formulation to static analyses of fgm beams
Structural Engineering and Mechanics, An Int＇l Journal
2019 .01
-
Renovation of steel beams using by imperfect functionally graded materials plate
Steel and Composite Structures, An International Journal
2021 .12
-
Forced vibration analysis of functionally graded sandwich deep beams
Coupled systems mechanics
2019 .01
-
Free vibration and static analyses of metal-ceramic FG beams via high-order variational MFEM
Steel and Composite Structures, An International Journal
2021 .01
-
Interfacial stresses in RC beam bonded with a functionally graded material plate
Structural Engineering and Mechanics, An Int＇l Journal
2016 .01
-
Three dimensional finite elements modeling of FGM plate bending using UMAT
Structural engineering and mechanics : An international journal
2018 .01
-
Free vibration of imperfect sigmoid and power law functionally graded beams
Steel and Composite Structures, An International Journal
2019 .01
-
Interfacial stresses in RC beam bonded with a functionally graded material plate
Structural engineering and mechanics : An international journal
2016 .01
-
Effect of porosity in interfacial stress analysis of perfect FGM beams reinforced with a porous functionally graded materials plate
Structural Engineering and Mechanics, An Int＇l Journal
2019 .01
-
Three-dimensional modelling of functionally graded beams using Saint-Venant’s beam theory
Structural Engineering and Mechanics, An Int＇l Journal
2019 .01
-
Vibration analysis of functionally graded material (FGM) grid systems
Steel and Composite Structures, An International Journal
2015 .01
-
Mechanical property evaluation of functionally graded materials using two-scale modeling
Journal of Advanced Marine Engineering and Technology (JAMET)
2017 .06
-
An approximate spectral element model for the dynamic analysis of an FGM bar in axial vibration
Structural engineering and mechanics : An international journal
2017 .01
-
Influence of the distribution shape of porosity on the bending of FGM beam using a new higher order shear deformation model
Smart Structures and Systems, An International Journal
2020 .01
-
Buckling analysis of functionally graded material grid systems
Structural engineering and mechanics : An international journal
2015 .01
-
Dynamic response of non-uniform Timoshenko beams made of axially FGM subjected to multiple moving point loads
Structural engineering and mechanics : An international journal
2015 .01
-
Dynamic response of non-uniform Timoshenko beams made of axially FGM subjected to multiple moving point loads
Structural Engineering and Mechanics, An Int＇l Journal
2015 .01
이 논문의 저자 정보
최근 본 자료
댓글(0)
0