Smart Structures and Systems

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Economic application of structural health monitoring and internet of things in efficiency of building information modeling

  • Cao, Yan (National Key Project Laboratory, Jiangxi University of Engineering) ;
  • Miraba, Sepideh (Department of Architecture, Soore University) ;
  • Rafiei, Shervin (Department of Construction Engineering and Management, Amirkabir University of Technology) ;
  • Ghabussi, Aria (Department of Civil, Environmental and Construction Engineering, Texas Tech University) ;
  • Bokaei, Fateme (Department of Civil and Architectural Engineering, Eyvanekey University) ;
  • Baharom, Shahrizan (Department of Civil Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan) ;
  • Haramipour, Pedram (Department of Architecture, Shahid Beheshti University) ;
  • Assilzadeh, Hamid (Institute of Research and Development, Duy Tan University)
  • Received : 2019.09.23
  • Accepted : 2020.06.13
  • Published : 2020.11.25
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Abstract

One of the powerful data management tools is Building Information Modeling (BIM) which operates through obtaining, recalling, sharing, sorting and sorting data and supplying a digital environment of them. Employing SHM, a BIM in monitoring systems, would be an efficient method to address their data management problems and consequently optimize the economic aspects of buildings. The recording of SHM data is an effective way for engineers, facility managers and owners which make the BIM dynamic through the provision of updated information regarding the occurring state and health of different sections of the building. On the other hand, digital transformation is a continuous challenge in construction. In a cloud-based BIM platform, environmental and localization data are integrated which shape the Internet-of-Things (IoT) method. In order to improve work productivity, living comfort, and entertainment, the IoT has been growingly utilized in several products (such as wearables, smart homes). However, investigations confronting the integration of these two technologies (BIM and IoT) remain inadequate and solely focus upon the automatic transmission of sensor information to BIM models. Therefore, in this composition, the use of BIM based on SHM and IOT is reviewed and the economic application is considered.

Keywords

Acknowledgement

This paper is supported by Shaanxi Innovation Capability Support Plan (Grant: 2018TD-036), Shaanxi Natural Science Basic Research Project (Grant: S2019-JCYB-2897), and Research Project of Graduate Education and Teaching Reform of Xi'an Technological University in 2017. The study presented herein also was made possible by the National University of Malaysia Research Grant, GUP2018-030.

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  84. Sajedi, F. and Shariati, M. (2019), "Behavior study of NC and HSC RCCs confined by GRP casing and CFRP wrapping", Steel Compos. Struct., Int. J., 30(5), 417-432. https://doi.org/10.12989/scs.2019.30.5.417.
  85. Sari, P.A., Suhatril, M., Osman, N., Mu'azu, M., Dehghani, H., Sedghi, Y., Safa, M., Hasanipanah, M., Wakil, K. and Khorami, M. (2018), "An intelligent based-model role to simulate the factor of safe slope by support vector regression", Eng. Comput., 35, 1521-1531. https://doi.org/10.1007/s00366-018-0677-4.
  86. Sedghi, Y., Zandi, Y., Shariati, M., Ahmadi, E., Moghimi Azar, V., Toghroli, A., Safa, M., Tonnizam Mohamad, E., Khorami, M. and Wakil, K. (2018), "Application of ANFIS technique on performance of C and L shaped angle shear connectors", Smart Struct. Syst. Int. J., 22(3), 335-340. https://doi.org/10.12989/sss.2018.22.3.335.
  87. Shah, S., Ramli Sulong, N.H., Shariati, M. and Jumaat, M.Z. (2015), "Steel rack connections: identification of most influential factors and a comparison of stiffness design methods", PLoS One, 10(10), e0139422. https://doi.org/10.1371/journal.pone.0139422.
  88. Shah, S., Ramli Sulong, N.H., Shariati, M., Khan, R. and Jumaat, M. (2016a), "Behavior of steel pallet rack beam-to-column connections at elevated temperatures", Thin-Wall. Struct., 106, 471-483. https://doi.org/10.1016/j.tws.2016.05.021.
  89. Shah, S., Sulong, N.R., Jumaat, M. and Shariati, M. (2016b), "State-of-the-art review on the design and performance of steel pallet rack connections", Eng. Fail. Anal., 66, 240-258. https://doi.org/10.1016/j.engfailanal.2016.04.017.
  90. Shah, S., Sulong, N.R., Khan, R., Jumaat, M. and Shariati, M. (2016c), "Behavior of industrial steel rack connections", Mech. Syst. Signal Process., 70, 725-740. https://doi.org/10.1016/j.ymssp.2015.08.026.
  91. Shahabi, S., Ramli Sulong, N.H., Shariati, M., Mohammadhassani, M. and Shah, S. (2016a), "Numerical analysis of channel connectors under fire and a comparison of performance with different types of shear connectors subjected to fire", Steel Compos. Struct., Int. J., 20(3), 651-669. https://10.12989/scs.2016.20.3.651.
  92. Shahabi, S., Ramli Sulong, N.H., Shariati, M. and Shah, S. (2016b), "Performance of shear connectors at elevated temperatures-A review", Steel Compos. Struct., Int. J., 20(1), 185-203. https://doi.org/10.12989/scs.2016.20.1.185.
  93. Shariat, M., Shariati, M., Madadi, A. and Wakil, K. (2018), "Computational Lagrangian multiplier method by using for optimization and sensitivity analysis of rectangular reinforced concrete beams", Steel Compos. Struct., Int. J., 29(2), 243-256. https://doi.org/10.12989/scs.2018.29.2.243.
  94. Shariati, M. (2013), "Behaviour of c-shaped shear connectors in stell concrete composite beams", M.Sc. Dissertation, Universiti Malaya, Kulala Lumpur, Malaysia.
  95. Shariati, A. (2014), "Behaviour of c-shaped angle shear connectors in high strength concrete", M.Sc. Dissertation, Universiti Malaya, Kulala Lumpur, Malaysia.
  96. Shariati, M., Ramli Sulong, N.H. and Arabnejad Khanouki, M.M. (2010), "Experimental and analytical study on channel shear connectors in light weight aggregate concrete", Proceedings of the 4th International Conference on Steel and Composite Structures, Sydney, Australia, July.
  97. Shariati, M., Ramli Sulong, N.H., Arabnejad Khanouki, M.M. and Mahoutian, M. (2011a), "Shear resistance of channel shear connectors in plain, reinforced and lightweight concrete", Sci. Res. Essays., 6(4), 977-983. https://doi.org/10.5897/SRE10.1120.
  98. Shariati, M., Ramli Sulong, N.H., Arabnejad Khanouki, M.M., Shafigh, P. and Sinaei, H. (2011b), "Assessing the strength of reinforced concrete structures through ultrasonic pulse velocity and Schmidt rebound hammer tests", Sci. Res. Essays., 6(1), 213-220. http://dx.doi.org/10.5897/SRE10.879.
  99. Shariati, M., Ramli Sulong, N.H., Arabnejad Khanouki, M.M. and Shariati, A. (2011c), "Experimental and numerical investigations of channel shear connectors in high strength concrete", Proceedings of the 2011 World Congress on Advances in Structural Engineering and Mechanics, Jeju, Korea, September.
  100. Shariati, M., Ramli Sulong, N.H., Sinaei, H., Arabnejad Khanouki, M.M. and Shafigh, P. (2011d), "Behavior of channel shear connectors in normal and light weight aggregate concrete (experimental and analytical study)", Adv. Mater. Res., 168, 2303-2307. https://doi.org/10.4028/www.scientific.net/AMR.168-170.2303.
  101. Shariati, A., Ramli Sulong, N.H., Suhatril, M. and Shariati, M. (2012a), "Investigation of channel shear connectors for composite concrete and steel T-beam", Int. J. Phys. Sci., 7(11), 1828-1831. https://doi.org/10.5897/IJPS11.1604.
  102. Shariati, A., Ramli Sulong, N.H., Suhatril, M. and Shariati, M. (2012b), "Various types of shear connectors in composite structures: A review", Int. J. Phys. Sci., 7(22), 2876-2890. https://doi.org/10.5897/IJPSx11.004.
  103. Shariati, M., Ramli Sulong, N.H. and Arabnejad Khanouki, M.M. (2012c), "Experimental assessment of channel shear connectors under monotonic and fully reversed cyclic loading in high strength concrete", Mater. Des., 34, 325-331. https://doi.org/10.1016/j.matdes.2011.08.008.
  104. Shariati, M., Ramli Sulong, N.H., Suhatril, M., Shariati, A., Arabnejad Khanouki, M.M. and Sinaei, H. (2012d), "Behaviour of C-shaped angle shear connectors under monotonic and fully reversed cyclic loading: An experimental study", Mater. Des., 41, 67-73. https://doi.org/10.1016/j.matdes.2012.04.039.
  105. Shariati, M., Ramli Sulong, N.H., Suhatril, M., Shariati, A., Arabnejad Khanouki, M.M. and Sinaei, H. (2012e), "Fatigue energy dissipation and failure analysis of channel shear connector embedded in the lightweight aggregate concrete in composite bridge girders", Proceedings of the Fifth International Conference on Engineering Failure Analysis, Hague, Netherlands, July.
  106. Shariati, M., Ramli Sulong, N.H., Suhatril, M., Shariati, A., Arabnejad Khanouki, M.M. and Sinaei, H. (2013), "Comparison of behaviour between channel and angle shear connectors under monotonic and fully reversed cyclic loading", Constr. Build. Mater., 38, 582-593. https://doi.org/10.1016/j.conbuildmat.2012.07.050.
  107. Shariati, M., Shariati, A., Ramli Sulong, N.H., Suhatril, M. and Arabnejad Khanouki, M.M. (2014), "Fatigue energy dissipation and failure analysis of angle shear connectors embedded in high strength concrete", Eng. Fail. Anal., 41, 124-134. https://doi.org/10.1016/j.engfailanal.2014.02.017.
  108. Shariati, M., Ramli Sulong, N.H., Shariati, A. and Arabnejad Khanouki, M.M. (2015), "Behavior of V-shaped angle shear connectors: experimental and parametric study", Mater. Struct., 49(9), 3909-3926. https://doi.org/10.1617/s11527-015-0762-8.
  109. Shariati, M., Ramli Sulong, N.H., Shariati, A. and Kueh, A.B.H. (2016), "Comparative performance of channel and angle shear connectors in high strength concrete composites: An experimental study", Constr. Build. Mater., 120, 382-392. https://doi.org/10.1016/j.conbuildmat.2016.05.102.
  110. Shariati, M., Toghroli, A., Jalali, A. and Ibrahim, Z. (2017), "Assessment of stiffened angle shear connector under monotonic and fully reversed cyclic loading", Proceedings of the Fifth International Conference on Advances in Civil, Structural and Mechanical Engineering-CSM 2017, Zurich, Switzerland, September.
  111. Shariati, M., Tahir, M.M., Wee, T.C., Shah, S., Jalali, A., Abdullahi, M.A.M. and Khorami, M. (2018), "Experimental investigations on monotonic and cyclic behavior of steel pallet rack connections", Eng. Fail. Anal., 85, 149-166. https://doi.org/10.1016/j.engfailanal.2017.08.014.
  112. Shariati, M., Azar, S.M., Arjomand, M.A., Tehrani, H.S., Daei, M. and Safa, M. (2019a), "Comparison of dynamic behavior of shallow foundations based on pile and geosynthetic materials in fine-grained clayey soils", Geomech. Eng., Int. J., 19(6), 473-484. https://doi.org/10.12989/gae.2019.19.6.473.
  113. Shariati, M., Faegh, S.S., Mehrabi, P., Bahavarnia, S., Zandi, Y., Masoom, D.R., Toghroli, A., Trung, N.T. and Salih, M.N. (2019b), "Numerical study on the structural performance of corrugated low yield point steel plate shear walls with circular openings", Steel Compos. Struct., Int. J., 33(4), 569-581. https://doi.org/10.12989/scs.2019.33.4.569.
  114. Shariati, M., Heyrati, A., Zandi, Y., Laka, H., Toghroli, A., Kianmehr, P., Safa, M., Salih, M.N. and Poi-Ngian, S. (2019c), "Application of waste tire rubber aggregate in porous concrete", Smart Struct. Syst. Int. J., 24(4), 553-566. https://doi.org/10.12989/sss.2019.24.4.553.
  115. Shariati, M., Mafipour, M.S., Mehrabi, P., Bahadori, A., Zandi, Y., Salih, M.N., Nguyen, H., Dou, J., Song, X. and Poi-Ngian, S. (2019d), "Application of a hybrid artificial neural networkparticle swarm optimization (ANN-PSO) model in behavior prediction of channel shear connectors embedded in normal and high-strength concrete", Appl. Sci., 9(24), 5534. https://doi.org/10.3390/app9245534.
  116. Shariati, M., Mafipour, M.S., Mehrabi, P., Zandi, Y., Dehghani, D., Bahadori, A., Shariati, A., Trung, N.T., Salih, M.N. and Poi-Ngian, S. (2019e), "Application of extreme learning machine (ELM) and genetic programming (GP) to design steel-concrete composite floor systems at elevated temperatures", Steel Compos. Struct., Int. J., 33(3), 319-332. https://doi.org/10.12989/scs.2019.33.3.319.
  117. Shariati, M., Rafiei, S., Zandi, Y., Fooladvand, R., Gharehaghaj, B., Shariat, A., Trung, N.T., Salih, M.N., Mehrabi, P. and Poi-Ngian, S. (2019f), "Experimental investigation on the effect of cementitious materials on fresh and mechanical properties of self-consolidating concrete", Adv. Concrete Constr., Int. J., 8(3), 225-237. https://doi.org/10.12989/acc.2019.8.3.225.
  118. Shariati, M., Trung, N.T., Wakil, K., Mehrabi, P., Safa, M. and Khorami, M. (2019g), "Moment-rotation estimation of steel rack connection using extreme learning machine", Steel Compos. Struct., Int. J., 31(5), 427-435. https://doi.org/10.12989/scs.2019.31.5.427.
  119. Shariati, M., Lagzian, M., Maleki, S., Shariati, A. and Trung, N.T. (2020a), "Evaluation of seismic performance factors for tension-only braced frames", Steel Compos. Struct., Int. J., 35(4), 599-609. http://dx.doi.org/10.12989/scs.2020.35.4.599.
  120. Shariati, M., Azar, S.M., Arjomand, M.A., Tehrani, H.S., Daei, M. and Safa, M. (2020b), "Evaluating the impacts of using piles and geosynthetics in reducing the settlement of fine-grained soils under static load", Geomech. Eng., Int. J., 20(2), 87-101. https://doi.org/10.12989/gae.2020.20.2.087.
  121. Shariati, M., Ghorbani, M., Naghipour, M., Alinejad, N. and Toghroli, A. (2020c), "The effect of RBS connection on energy absorption in tall buildings with braced tube frame system", Steel Compos. Struct., Int. J., 34(3), 393-407. https://doi.org/10.12989/scs.2020.34.3.393.
  122. Shariati, M., Mafipour, M.S., Ghahremani, B., Azarhomayun, F., Ahmadi, M., Trung, N.T. and Shariati, A. (2020d), "A novel hybrid extreme learning machine-grey wolf optimizer (ELMGWO) model to predict compressive strength of concrete with partial replacements for cement", Eng. Comput., 2020, 1-23. https://doi.org/10.1007/s00366-020-01081-0.
  123. Shariati, M., Mafipour, M.S., Haido, J.H., Yousif, S.T., Toghroli, A., Trung, N.T. and Shariati, A. (2020e), "Identification of the most influencing parameters on the properties of corroded concrete beams using an adaptive neuro-fuzzy inference system (ANFIS)", Steel Compos. Struct., Int. J., 34(1), 155-170. https://doi.org/10.12989/scs.2020.34.1.155.
  124. Shariati, M., Mafipour, M.S., Mehrabi, P., Ahmadi, M., Wakil, K., Trung, N.T. and Toghroli, A. (2020f), "Prediction of concrete strength in presence of furnace slag and fly ash using hybrid ANN-GA (artificial neural network-genetic algorithm)", Smart Struct. Syst. Int. J., 25(2), 183-195. https://doi.org/10.12989/sss.2020.25.2.183.
  125. Shariati, M., Mafipour, M.S., Mehrabi, P., Shariati, A., Toghroli, A., Trung, N.T. and Salih, M.N.A. (2020g), "A novel approach to predict shear strength of tilted angle connectors using artificial intelligence techniques", Eng. Comput., 2020, 1-21. https://doi.org/10.1007/s00366-019-00930-x.
  126. Shariati, M., Naghipour, M., Yousofizinsaz, G., Toghroli, A. and Tabarestani, N.P. (2020h), "Numerical study on the axial compressive behavior of built-up CFT columns considering different welding lines", Steel Compos. Struct., Int. J., 34(3), 377-391. https://doi.org/10.12989/scs.2020.34.3.377.
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