과제정보
The author would like to thank Mr. Prajwol Hada, a graduate student in the Department of Civil and Environmental Engineering at the University of Toledo, for his help with creating the figures and editing the references list.
참고문헌
- Abusafaqa, F.R., Samaaneh, M.A. and Dwaikat, M.B.M. (2022), "Improving ductility behavior of sway-special exterior beamcolumn joint using ultra-high-performance fiber-reinforced concrete", Struct., 36(12), 979-996. https://doi.org/10.1016/j.istruc.2021.12.059.
- Alagundi, S. and Palanisamy, T. (2022), "Neural network prediction of joint shear strength of exterior beam-column joint", Struct., 37, 1002-1018. https://doi.org/10.1016/j.istruc.2022.01.013.
- Alath, S. and Kunnath, S.K. (1995), "Modeling inelastic shear deformations in RC beam-column joints", Proceedings of 10th Conference, Boulder, CO, USA.
- Alwanas, A.A.H., Al-Musawi, A.A, Salih, S.Q., Tao, H., Ali, M. and Yaseen, Z.M. (2019), "Load-carrying capacity and mode failure simulation of beam-column joint connection: Application of self-tuning machine leaning model", Eng. Struct., 194, 220-229. https://doi.org/10.1016/j.engstruct.2019.05.048.
- Anderson, M., Lehman, D. and Stanton, J. (2008), "A cyclic shear stress-strain model for joints without transverse reinforcement", Eng. Struct., 30(4), 941-954. https://doi.org/10.1016/j.engstruct.2007.02.005.
- Biddah, A. and Ghobarah, A. (1999), "Modelling of shear deformation and bond slip in reinforced concrete joints", Struct. Eng. Mech., 7(4), 413-32. https://doi.org/10.12989/sem.1999.7.4.413.
- Birely, A.C., Lowes, L.N. and Lehman, D.E. (2012), "A model for the practical nonlinear analysis of reinforced-concrete frames including joint flexibility", Eng. Struct., 34(1), 455-465. https://doi.org/10.1016/-j.engstruct.2011.09.003.
- Celik, O.C. and Ellingwood, B.R. (2008), "Modeling beamcolumn joints in fragility assessment of gravity load designed reinforced concrete frames", J. Earthq. Eng., 12(3), 357-381. https://doi.org/-10.1080/13632460701457215.
- Clyde, C., Pantelides, C.P. and Reavely, L.D. (2000), "Performance-based evaluation of exterior reinforced concrete building joints for seismic excitation", PEER Report 2000; Pacific Earthquake Engineering Research Center, College of Engineering, University of California, Berkeley, CA, USA.
- Computers and Structures, Inc. (2011), PERFORM-3DTM - Nonlinear Analysis and Performance Assessment for 3D Structures User's Guide Version 5, Computers and Structures, Inc., Berkeley, CA, USA.
- Computers and Structures, Inc. (2016), ETABS - Integrated Building Design Software User's Guide, Computers and Structures Inc., Berkeley, CA, USA.
- Computers and Structures, Inc. (2016), SAP2000 - Integrated Software for Structural Analysis and Design User's Manual Version 19, Computers and Structures, Inc., Berkeley, CA, USA.
- De Risi, M.T., Ricci, P. and Verderame, G. (2017), "Modelling exterior unreinforced beam-column joints in seismic analysis of non-ductile RC frames", Earthq. Eng. Struct. Dyn., 46(6), 899-923. https://doi.org/10.1002/eqe.2835.
- Eligehausen, R., Ozbolt, J., Genesio, G., Hoehler, M.S. and Pampanin, S. (2006), "Three-dimensional modeling of poorly detailed RC frame joints", Proceedings of the Annual NZSEE Conference, Napier, New Zealand.
- Gao, X. and Lin, C. (2021), "Prediction model of the failure mode of beam-column joints using machine learning methods", Eng. Fail. Anal., 120, 105072. https://doi.org/10.1016/j.engfailanal.2020.105072.
- Ghobarah, A. and Said, A. (2002), "Shear strengthening of beamcolumn joints", Eng. Struct., 24(7), 881-888. https://doi.org/10.1016/S0141-0296(02)00026-3.
- Gombosuren, D. and Maki, T. (2020), "Prediction of joint shear deformation index of RC beam-column joints", Build., 10(10), 176. https://doi.org/10.3390/buildings10100176.
- Grande, E., Imbimbo, M., Napoli, A., Nitiffi, R. and Realfonzo, R. (2021), "A nonlinear macro-model for the analysis of monotonic and cyclic behaviour of exterior RC beam-column joints", J. Build. Eng., 39, 16. https://doi.org/10.1016/j.jobe.2021.102202.
- Guner, S. (2008), "Performance assessment of shear-critical reinforced concrete plane frames", Ph.D. Dissertation, University of Toronto, Toronto, Canada.
- Guner, S. and Vecchio, F.J. (2008), User's manual of VecTor5, Department of Civil Engineering, University of Toronto, Toronto, Canada.
- Guner, S. and Vecchio, F.J. (2011), "Analysis of shear-critical reinforced concrete plane frame elements under cyclic loading", J. Struct. Eng., 137(8), 834-84. https://doi.org/10.1061/(ASCE)ST.1943-541X.0000346
- Haido, J.H. (2022), "Prediction of the shear strength of RC beamcolumn joints using new ANN formulations", Struct., 38, 1191- 1209. https://doi.org/10.1016/j.istruc.2022.02.046.
- Hassan, W.M. (2011), "Analytical and experimental assessment of the seismic vulnerability of beam-column joints without transverse reinforcement in concrete building", Ph.D. Dissertation, University of California, Berkeley, CA, USA.
- Huang, G.B., Zhu, Q.Y. and Siew, C.K. (2006), "Extreme learning machine: theory and applications", Neurocomput., 70(1), 489-501. https://doi.org/10.1016/j.neucom.2005.12.126.
- Jeon, J.S. (2013), "Aftershock vulnerability assessment of damaged reinforced concrete buildings in California", Ph.D. Dissertation, Georgia Institute of Technology, Atlanta, GA, USA.
- Jeon, J.S., Lowes, L.N. and DesRoches, R. (2014), "Numerical models for beam-column joints in reinforced concrete building frames", ACI Spec. Publ., 6(3), 297-323. https://doi.org/10.14359/51686900.
- Kotsovou, G.M., Cotsovos, D.M. and Lagaros, N.D. (2017), "Assessment of RC exterior beam-column joints based on artificial neural networks and other methods", Eng. Struct., 144, 1-18. https://doi.org/10.1016/j.engstruct.2017.04.048.
- Lowes, L.N. and Altoontash, A. (2003), "Modeling reinforcedconcrete beam-column joints subjected to cyclic loading", J. Struct. Eng., 129(12), 1686-1697. https://doi.org/10.1061/(ASCE)0733-9445(2003)129:12(1686).
- Mangalathu, S. and Jeon, J.S. (2018), "Classification of failure mode and prediction of shear strength for reinforced concrete beam-column joints using machine learning techniques", Eng. Struct., 160, 85-94, https://doi.org/10.1016/j.engstruct.2018.01.008.
- MIDAS (2021), MIDAS CIVIL - Analysis for Civil Structures, Analysis Reference, MIDASoft, Inc., New York, NY, USA.
- Mitra, N. and Lowes, L.N. (2007), "Evaluation, calibration, and verification of a reinforced concrete beam-column joint model", J. Struct. Eng., 133(1), 105-120. https://doi.org/10.1061/(ASCE)0733-9445(2007)133:1(105).
- Murty, C.V.R, Rai, D., Bajpai, K.K. and Jain, S.K. (2003), "Effectiveness of reinforcement details in exterior reinforced concrete beam-column joints for earthquake resistance", ACI Struct. J., 100(2), 149-56. https://doi.org/10.14359/12478.
- Naderpour, H. and Mirrashid, M. (2019), "Classification of failure modes in ductile and non-ductile concrete joints", Eng. Fail. Anal., 103, 361-375. https://doi.org/10.1016/j.engfailanal.2019.04.047.
- Pan, Z., Guner, S. and Vecchio, F.J. (2017), "Modeling of interior beam-column joints for nonlinear analysis of reinforced concrete frames", Eng. Struct., 142(4), 182-191. https://doi.org/10.1016/j.engstruct.2017.03.066.
- Pantelides, C.P., Hansen, J., Nadauld, J. and Reaveley, L.D. (2002), "Assessment of reinforced concrete building exterior joints with substandard details", PEER Report 2002/18; Pacific Earthquake Research Center, University of California, Berkeley, CA, USA.
- Pantelides, C.P., Hansen, J., Nadauld, J. and Reaveley, L.D. (2017), "Seismic performance of reinforced concrete building exterior joints with substandard details", Int. J. Struct. Integr. Maint., 2(1), 1-11. https://doi.org/10.1080/24705314.2017.1280589.
- Parisi, F. and Augenti, N. (2017), "Structural failure investigations through probabilistic nonlinear finite element analysis: Methodology and application", Eng. Fail. Anal., 80, 386-402. https://doi.org/10.1016/j.engfailanal.2017.07.004.
- Park, S. (2010), "Experimental and analytical studies on old reinforced concrete buildings with seismically vulnerable beamcolumn joints", Ph.D. Dissertation, University of California, Berkeley, CA, USA.
- Priestley, M.J.N. (1997), "Displacement based seismic assessment of reinforced concrete buildings", J. Earthq. Eng., 1(1), 157-192. https://doi.org/10.1080/13632469708962365.
- RISA (2021), RISA-Rapid Interactive Structural Analysis General Reference Version 21, RISA Tech Inc., Foothill Ranch, CA, USA.
- Sagbas, G., Vecchio, F.J. and Christopoulos, C. (2011), "Computational modeling of the seismic performance of beamcolumn subassemblies", J. Earthq. Eng., 15(4), 640-663. https://doi.org/10.1080/13632469.2010.508963.
- Sasmal, S. and Nath, D. (2016), "Evaluation of performance of non-invasive upgrade strategy for beam-column subassemblages of poorly designed structures under seismic type loading", Earthq. Eng. Struct. Dyn., 45(11), 1817-1835. https://doi.org/10.1002/eqe.2730.
- Sharma, A., Eligehausen, R. and Reddy, G.R. (2011), "A new model to simulate joint shear behavior of poorly detailed beamcolumn connections in RC structures under seismic load, Part I: Exterior Joints", Eng. Struct., 33(3), 1034-1051. https://doi.org/10.1016/j.engstruct.2010.12.026.
- Sharma, A., Genesio, G., Reddy, G.R. and Eligehausen, R. (2009), "Nonlinear dynamic analysis using microplane model for concrete and bond slip model for prediction of behavior of nonseismically detailed RC beam-column joints", J. Struct. Eng., 36(4), 250-257.
- Shin, M. and Lafave, J.M. (2004), "Modeling of cyclic joint shear deformation contributions in RC beam-column connections to overall frame behavior", Struct. Eng. Mech., 18(5), 645-669. https://doi.org/10.12989/sem.2004.18.5.645.
- Suwal, N. and Guner, S. (2023a), "Beam-column joint hinge generator for shear and bond slip behaviors", Department of Civil and Environmental Engineering, University of Toledo, OH, USA.
- Suwal, N. and Guner, S. (2023b), "User bulletin 10: Joint hinge generator for shear and bond slip behaviors", Department of Civil and Environmental Engineering, University of Toledo, OH, USA.
- Tibshirani, R. (1996), "Regression shrinkage and selection via the lasso", J. Royal Stat. Soc. Ser. B (Methodol.), 58(1), 267-288. https://doi.org/10.1111/j.2517-6161.1996.tb02080.x.
- Thai, F.T. (2022), "Machine learning for structural engineering: A state-of-the-art review", Struct., 38(4), 448-491. https://doi.org/10.1016/j.istruc.2022.02.003.
- Unal, M. and Burak, B. (2012), "Joint shear strength prediction of reinforced concrete beam-to-column connections", Struct. Eng. Mech., 41(3), 421-440. https://doi.org/10.12989/sem.2012.41.3.421.
- Vecchio, F.J. and Collins, M.P. (1986), "Modified compressionfield theory for reinforced concrete elements subjected to shear", J. Am. Concrete Inst., 83(2), 219-231. https://doi.org/10.14359/10416
- Vecchio, F.J. (2000), "Distributed stress model for reinforced concrete: Formulation", J. Struct. Eng., 126(8), 1070-1077. https://doi.org/10.1061/(ASCE)0733-9445(2000)126:9(1070).
- Vecchio, F.J., Bentz, E.C. and Collins, M.P. (2004), "Tools for forensic analysis of concrete structures", Comput. Concrete, 1(1), 1-14. https://doi.org/10.12989/cac.2004.1.1.001.
- Wong, P.S., Vecchio, F.J. and Trommels, H. (2013), "VecTor2 and formworks user's manual", Technical Report, Department of Civil Engineering, University of Toronto, ON, Canada.
- Wu, X., Kumar, V., Ross, Q.J., Ghosh, J., Yang, Q., Motoda, H., McLachlan, G.J., Ng, A., Liu, B., Yu, P. and Zhou, Z.H. (2008), "Top 10 algorithms in data mining", Knowl. Inf. Syst., 14(1), 1-37. https://doi.org/10.1007/s10115-007-0114-2.
- Youssef, M. and Ghobarah, A. (2001), "Modelling of RC beamcolumn joints and structural walls", J. Earthq. Eng., 5(1), 93-111. https://doi.org/10.1080/13632460109350387.