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Smart Structures and Systems Volume 22, Number 3, September 2018 , pages 335-340 DOI: https://doi.org/10.12989/sss.2018.22.3.335 |
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Application of ANFIS technique on performance of C and L shaped angle shear connectors |
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Yadollah Sedghi, Yousef Zandi, Mahdi Shariati, Ebrahim Ahmadi, Vahid Moghimi Azar, Ali Toghroli, Maryam Safa, Edy Tonnizam Mohamad, Majid Khorami and Karzan Wakil
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Abstract | ||
The behavior of concrete slabs in composite beam with C and L shaped angle shear connectors has been studied in this paper. These two types of angle shear connectors\' instalment have been commonly utilized. In this study, the finite element (FE) analysis and soft computing method have been used both to present the shear connectors\' push out tests and providing data results used later in soft computing method. The current study has been performed to present the aforementioned shear connectors\' behavior based on the variable factors aiming the study of diverse factors\' effects on C and L shaped angle in shear connectors. ANFIS (Adaptive Neuro Fuzzy Inference System), has been manipulated in providing the effective parameters in shear strength forecasting by providing input-data comprising: height, length, thickness of shear connectors together with concrete strength and the respective slip of shear connectors. ANFIS has been also used to identify the predominant parameters influencing the shear strength forecast in C and L formed angle shear connectors. | ||
Key Words | ||
ANFIS; forecasting; cmposite beams; shear connector ; C-formed angle; L-formed angle; psh-out test; Monotonic loading | ||
Address | ||
Yadollah Sedghi and Ebrahim Ahmadi: Department of Civil Engineering, Qeshm International Branch, Islamic Azad University, Qeshm, Iran Yousef Zandi: Department of Civil Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran Mahdi Shariati: Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran; Department of Civil Engineering, University of Malaya, Kuala Lumpur, Malaysia; Malaysia-Japan International Institute of Technology, Universiti Teknologi Malaysia, Kuala Lumpur Vahid Moghimi Azar: Sofian Branch, Islamic Azad University, Sofian, Iran Ali Toghroli and Maryam Safa: Department of Civil Engineering, University of Malaya, Kuala Lumpur, Malaysia Edy Tonnizam Mohamad: Centre of Tropical Geoengineering (GEOTROPIK), Faculty of Civil Engineering, Universiti Teknologi Malaysia, Johor Bahru, Malaysia Majid Khorami: Facultad de Arquitectura y Urbanismo, Universidad Tecnológica Equinoccial, Calle Rumipamba s/n y Bourgeois, Quito, Ecuador 9University of Human Development, Iraq Karzan Wakil: University of Human Development, Iraq; Information Technology Department, Technical College of Informatics, Sulaimani Polytechnic University, Iraq | ||