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http://dx.doi.org/10.12989/anr.2021.11.5.565

Analysis of the superplasticizer demand using computer simulation  

Heirati, Arian (Department of Civil Engineering, Faculty of Civil and Earth Resources Engineering, Central Tehran Branch, Islamic Azad University)
Zandi, Yousef (Department of Civil Engineering,Tabriz Branch, Islamic Azad University)
Tafreshi, Shahriar Tavousi (Department of Civil Engineering, Faculty of Civil and Earth Resources Engineering, Central Tehran Branch, Islamic Azad University)
Behruyan, Manuchehr (Department of Civil Engineering, Faculty of Civil and Earth Resources Engineering, Central Tehran Branch, Islamic Azad University)
Publication Information
Advances in nano research / v.11, no.5, 2021 , pp. 565-579 More about this Journal
Abstract
The merits of self-consolidating concrete (SCC) such as high deformability, excellent resistance to segregation, and usability without applying vibration is highly common. To gain an environment-friendly approach or improving SCC properties, cement in SCC can be partially replaced with other materials. However, identifying the most effective parameters on the Superplasticizer demand (SP demand) of SSC would not be easy after the replacement. The main aim of this study is to identify the most influencing approaches on SP demand prediction. Hence, five different approaches in SP demand prediction, including Jring test, V funnel test, Ubox test, 3-min slump value, and 50-min slump value have been considered. Then, different models of an artificial intelligence approach are developed and the most influential one in an accurate SP demand prediction was determined. In comparison with other methods, it was indicated that in estimating the SP demand, V-funnel can be a better technique because of producing the lowest RMSE.
Keywords
ANFIS; prediction; self consolidating concrete; superplasticizer demand;
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79 Moradi, Z., Davoudi, M., Ebrahimi. F. and Ehyaei. A.F. (2021), "Intelligent wave dispersion control of an inhomogeneous micro-shell using a proportional-derivative smart controller", Waves Random Complex, 1-24. https://doi.org/10.1080/17455030.2021.1926572.   DOI
80 Naderipour, A., Abdul-Malek, Z. Arshad, R.N., Kamyab, H., Chelliapan, S., Ashokkumar. V. and Tavalaei. J. (2021a), "Assessment of carbon footprint from transportation, electricity, water and waste generation: towards utilisation of renewable energy sources", Clean Technol. Environ., 23(1), 183-201. https://doi.org/10.1007/s10098-020-02017-4.   DOI
81 Xu, J., Wu, Z., Chen, H., Shao, L., Zhou, X. and Wang. S. (2021b), "Study on Strength Behavior of Basalt Fiber-Reinforced Loess by Digital Image Technology (DIT) and Scanning Electron Microscope (SEM)", Arab. J. Sci. Eng., 1-20. https://doi.org/10.1007/s13369-021-05787-1.   DOI
82 Xu, D.S., Huang, M. and Zhou, Y. (2020a), "One-dimensional compression behavior of calcareous sand and marine clay mixtures", Int. J. Geomech., 20(9), 04020137. https://doi.org/10.1061/(ASCE)GM.1943-5622.0001763.   DOI
83 Xu, D., Liu, Q., Qin, Y. and Chen. B. (2020b), "Analytical approach for crack identification of glass fiber reinforced polymer-sea sand concrete Composite Structures based on strain dissipations", Struct. Health Monit., 1475921720974290. https://doi.org/10.1177%2F1475921720974290.   DOI
84 Xu, J., Lan, W., Ren, C., Zhou, X., Wang, S. and Yuan, J. (2021a), "Modeling of coupled transfer of water, heat and solute in saline loess considering sodium sulfate crystallization", Cold. Reg. Sci. Technol., 103335. https://doi.org/10.1016/j.coldregions.2021.103335.   DOI
85 Yazdani, M., Kabirifar, K., Frimpong, B.E., Shariati, M., Mirmozaffari, M. and Boskabadi, A. (2020), "Improving construction and demolition waste collection service in an urban area using a simheuristic approach: A case study in Sydney, Australia", J. Clean. Prod., 280, 124138. https://doi.org/10.1016/j.jclepro.2020.124138.   DOI
86 Dehwah, H. (2012), "Mechanical properties of self-compacting concrete incorporating quarry dust powder, silica fume or fly ash", Constr. Build. Mater., 26(1), 547-551. https://doi.org/10.1016/j.conbuildmat.2011.06.056.   DOI
87 Huang, X., Zhu, Y., Vafaei, P., Moradi, Z. and Davoudi, M. (2021b), "An iterative simulation algorithm for large oscillation of the applicable 2D-electrical system on a complex nonlinear substrate", Eng. Comput., 1-13. https://doi.org/10.1007/s00366-021-01320-y.   DOI
88 Jahandari, S. (2015), "Laboratory study of moisture and capillarity impact on lime concrete resistance due to the increase of ground water level", Kerman Graduate University of Advanced Technology, Kerman, Iran.
89 Jahandari, S., Tao, Z., Saberian, M., Shariati, M., Li, J., Abolhasani, M., Kazemi, M., Rahmani, A. and Rashidi, M. (2021), "Geotechnical properties of lime-geogrid improved clayey subgrade under various moisture conditions", Road Mater. Pavement Des., 1-19. https://doi.org/10.1080/14680629.2021.1950816.   DOI
90 Shariati, A., Ebrahimi, F., Karimiasl, M., Selvamani, R. and Toghroli, A. (2020e), "On bending characteristics of smart magneto-electro-piezoelectric nanobeams system", Adv. Nano Res. 9(3), 183-191. https://doi.org/10.12989/anr.2020.9.3.183.   DOI
91 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 & Composite Structures, Sydney, Australia, July. http://doi.org/10.3850/978-981-08-6218-3_CC-Fr031.   DOI
92 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., 19(6), 473-484. https://doi.org/10.12989/gae.2019.19.6.473.   DOI
93 Boroujerdnia, M., Ghayour, H., Monshi, A., Ebrahimi-Kahrizsangi, R. and Jamali-Sheini, F. (2019), "Electroplating of Ni/Co-pumice multilayer nanocomposite coatings: Effect of current density on crystal texture transformations and corrosion behavior", Int. J. Miner. Metall., 26(10), 1299-1310. https://doi.org/10.1007/s12613-019-1833-6.   DOI
94 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.   DOI
95 Shariati, M. (2013), "Behaviour of C-shaped shear Connectors in stell concrete composite beams", Ph.D. Dissertation, University of Malaya, Kuala Lumpur, Malaya.
96 Shariati, M., Shariati, A., Ramli Sulong, N.H., Suhatril, M. and Arabnejad Khanouki, M.M. (2014b), "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.   DOI
97 Shariati, M., Toghroli, A., Jalali, A. and Ibrahim, Z. (2017), "Assessment of stiffened angle shear connector under monotonic and fully reversed cyclic loading", Fifth International Conference on Advances in Civil, Structural and Mechanical Engineering-CSM 2017, Bangkok, Thailand, September.
98 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., 6(4), 977-983. https://doi.org/10.5897/SRE10.1120.   DOI
99 Trung, N.T., Shahgoli, A.F., Zandi, Y., Shariati, M., Wakil, K., Safa M. and Khorami. M. (2019c), "Moment-rotation prediction of precast beam-to-column connections using extreme learning machine", Struct. Eng. Mech. 70(5), 639-647. https://doi.org/10.12989/sem.2019.70.5.639.   DOI
100 Sedghi, Y., Zandi, Y., Shariati, M., Ahmadi, E., Moghimi Azar, V., Toghroli, A., Safa, M., Tonnizam Mohamad, E., Khorami, M. and Wakil, K. (2018a), "Application of ANFIS technique on performance of C and L shaped angle shear connectors", Smart Struct. Syst., 22(3), 335-340. https://doi.org/10.12989/sss.2018.22.3.335.   DOI
101 Jitchaiyaphum, K., Sinsiri, T., Jaturapitakkul, C. and Chindaprasirt, P. (2013), "Cellular lightweight concrete containing high-calcium fly ash and natural zeolite", Int. J. Miner. Metall., 20(5), 462-471. https://doi.org/10.1007/s12613-013-0752-1.   DOI
102 Karimi, H., Rahmani, R., Othman, M.F., Zohoori, B., Mahrami, M., Kamyab. H. and Hosseini, S.E. (2016), "An analytical approach to calculate the charge density of biofunctionalized graphene layer enhanced by artificial neural networks", Plasmonics, 11(1), 95-102. https://doi.org/10.1007/s11468-015-9998-y.   DOI
103 Jaturapitakkul, C., Tangpagasit, J., Songmue. S. and Kiattikomol. K. (2011), "Filler effect of fine particle sand on the compressive strength of mortar", Int. J. Miner. Metall., 18(2), 240-246. https://doi.org/10.1007/s12613-011-0429-6.   DOI
104 Jiao, J., Ghoreishi, S.M., Moradi. Z. and Oslub, K. (2021), "Coupled particle swarm optimization method with genetic algorithm for the static-dynamic performance of the magneto-electro-elastic nanosystem", Eng. Comput., 1-15. https://doi.org/10.1007/s00366-021-01391-x.   DOI
105 Kamyab, H., Friedler, F., Klemes, J.J., Chelliapan, S. and Rezania. S. (2018), "Bioenergy production and nutrients removal by green microalgae with cultivation from agro-wastewater palm oil mill effluent (POME)-a review", Chem. Eng. Trans., 70, 2197-2202. 10.3303/CET1870367.   DOI
106 Khorramian, K., Maleki, S., Shariati, M. and Ramli Sulong, N. H. (2016), "Behavior of tilted angle shear connectors" PloS One, 10(2), e0144288. https://doi.org/10.1371/journal.pone.0148945.   DOI
107 Shariati, M., Azar, S.M., Arjomand, M.A., Tehrani, H.S., Daei, M. and Safa, M. (2020j), "Evaluating the impacts of using piles and geosynthetics in reducing the settlement of fine-grained Soils under static load", Geomech. Eng., 20(2), 87-101. https://doi.org/10.12989/gae.2020.20.2.087.   DOI
108 Naderipour, A., Abdul-Malek, Z., Noorden, Z.A., Davoudkhani, I.F., Nowdeh, S.A., Kamyab, H., Chelliapan, S. and Ghiasi, S. M.S. (2021b), "Carrier wave optimization for multi-level photovoltaic system to improvement of power quality in industrial environments based on Salp swarm algorithm", Environ. Technol. Innov., 21, 101197. https://doi.org/10.1016/j.eti.2020.101197.   DOI
109 Nilashi, M., Rupani, P.F., Rupani, M.M., Kamyab, H., Shao, W., Ahmadi, H., Rashid, T.A. and Aljojo, N. (2019), "Measuring sustainability through ecological sustainability and human sustainability: A machine learning approach", J. Clean. Prod., 240, 118162. https://doi.org/10.1016/j.jclepro.2019.118162.   DOI
110 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., 20(3), 651-669. https://10.12989/scs.2016.20.3.651.   DOI
111 Shariati, A., Barati, M.R., Ebrahimi, F. and Toghroli, A. (2020b), "Investigation of microstructure and surface effects on vibrational characteristics of nanobeams based on nonlocal couple stress theory", Adv. Nano Res., 8(3), 191-202. https://doi.org/10.12989/anr.2020.8.3.191.   DOI
112 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.   DOI
113 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. Mat. Res., 168, 2303-2307. https://doi.org/10.4028/www.scientific.net/AMR.168-170.2303.   DOI
114 Shariati, M., Ramli Sulong, N.H., Shariati, A. and A. Kueh, 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.   DOI
115 Khorami, M., Alvansazyazdi, M., Shariati, M., Zandi, Y., Jalali, A. and Tahir, M. (2017a), "Seismic performance evaluation of buckling restrained braced frames (BRBF) using incremental nonlinear dynamic analysis method (IDA)," Earthq. Struct., 13(6), 1-8. http://doi.org/10.12989/eas.2017.13.6.531.   DOI
116 Jang, J.S. (1993), "ANFIS: Adaptive-network-based fuzzy inference system", IEEE T Syst. Man Cy., 23(3), 665-685. https://doi.org/10.1109/21.256541.   DOI
117 Shariati, M., Tahmasbi, F., Mehrabi, P., Bahadori, A. and Toghroli, A. (2020r), "Monotonic behavior of C and L Shaped Angle Shear connectors within steel-concrete Composite beams: An Experimental Investigation", Steel Compos. Struct., 35(2), 237-247. https://doi.org/10.12989/scs.2020.35.2.237.   DOI
118 Shariati, M., Grayeli, M., Shariati, A. and Naghipour, M. (2020l), "Performance of composite frame consisting of steel beams and concrete filled tubes under fire loading", Steel Compos. Struct., 36(5), 587-602. https://doi.org/10.12989/scs.2020.36.5.587.   DOI
119 Shariati, M., Mafipour, M.S., Ghahremani, B., Azarhomayun, F., Ahmadi, M., Trung, N.T. and Shariati, A. (2020m), "A novel hybrid extreme learning machine-grey wolf optimizer (ELMGWO) model to predict compressive strength of concrete with partial replacements for cement", Eng. Comput., 1-23. https://doi.org/10.1007/s00366-020-01081-0.   DOI
120 Shariati, M., Naghipour, M., Yousofizinsaz, G., Toghroli, A. and Tabarestani, N.P. (2020p), "Numerical study on the axial compressive behavior of built-up CFT columns considering different welding lines", Steel Compos. Struct., 34(3), 377-391. https://doi.org/10.12989/scs.2020.34.3.377.   DOI
121 Shariati, M., Ghorbani, M., Naghipour, M., Alinejad, N. and Toghroli, A. (2020k), "The effect of RBS connection on energy absorption in tall buildings with braced tube frame system", Steel Compos. Struct., 34(3), 393. https://doi.org/10.12989/scs.2020.34.3.393.   DOI
122 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.   DOI
123 Selvama, S.B., Chelliapanb, S., Dinc, M.F.M., Kamyabb, H., Albatib, S.K., Othmanb, N., Yuzird, A. and Nasrie, N.S. (2019), "Landfill leachate treatment by an anaerobic process enhanced with recyclable uniform beads (RUB) of seaweed species of Gracilaria", Desalin. Water Treat., 143, 208-216. https://doi.org/10.5004/dwt.2019.23520.   DOI
124 Shah, S., Sulong, N.R., Shariati, M. and Jumaat, M. (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.   DOI
125 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.   DOI
126 Shah, S., Sulong, N.R., Khan, R., Jumaat, M. and Shariati, M. (2016c), "Behavior of industrial steel rack connections", Mech. Syst. Signal Pr., 70, 725-740. https://doi.org/10.1016/j.ymssp.2015.08.026.   DOI
127 Shahabi, S., Ramli Sulong, N.H., Shariati, M. and Shah, S. (2016b), "Performance of shear connectors at elevated temperatures-A review", Steel Compos. Struct., 20(1), 185-203. https://doi.org/10.12989/scs.2016.20.1.185.   DOI
128 Sedghi, Y., Zandi, Y., Toghroli, A., Safa, M., Mohamad, E.T., Khorami, M. and Wakil, K. (2018b), "Application of ANFIS technique on performance of C and L shaped angle shear connectors", Smart Struct Syst., 22(3), 335-340. https://doi.org/10.12989/sss.2018.22.3.335.   DOI
129 Shariati, A., Ebrahimi, F., Hosseini, S.H.S., Toghroli, A. and Bayrami, S.S. (2020d), "On the nonlinear dynamics of viscoelastic graphene sheets conveying nanoflow: Parametric excitation analysis", Mech. Based Des. Struct., 1-18. https://doi.org/10.1080/15397734.2020.1728544.   DOI
130 Shariati, A., Bayrami, S.S, Ebrahimi, F. and Toghroli, A. (2020c), "Wave propagation analysis of electro-rheological fluid-filled sandwich composite beam", Mech. Based Des. Struct., 1-10. https://doi.org/10.1080/15397734.2020.1745646.   DOI
131 Khorramian, K., Maleki, S., Shariati, M., Jalali. A. and Tahir, M. (2017c), "Numerical analysis of tilted angle shear connectors in steel-concrete composite systems", Steel Compos. Struct., 23(1), 67-85. https://doi.org/10.12989/scs.2017.23.1.067.   DOI
132 Li, D., Toghroli, A., Shariati, M., Sajedi, F., Bui, D.T., Kianmehr, P., Mohamad, E.T. and Khorami, M. (2019), "Application of polymer, silica-fume and crushed rubber in the production of Pervious concrete", Smart Struct. Syst., 23(2), 207-214. https://doi.org/10.12989/sss.2019.23.2.207.   DOI
133 Li, G., Sun, Y. and Qi. C. (2021a), "Machine learning-based constitutive models for cement-grouted coal specimens under shearing", Int. J. Min. Sci. Technol., 31(5), 813-823. https://doi.org/10.1016/j.ijmst.2021.08.005.   DOI
134 Li, X., Yang, H., Zhang, J., Qian, G., Yu, H. and Cai. J. (2021b), "Time-domain analysis of tamper displacement during dynamic compaction based on automatic control", Coatings, 11(9), 1092. https://doi.org/10.3390/coatings11091092.   DOI
135 Luo, Z., Sinaei, H., Ibrahim, Z., Shariati, M., Jumaat, Z., Wakil, K., Pham, B.T., Mohamad, E.T. and Khorami. M. (2019), "Computational and experimental analysis of beam to column joints reinforced with CFRP plates", Steel Compos. Struct., 30(3), 271-280. http://doi.org/10.12989/scs.2019.30.3.271.   DOI
136 Toghroli, A., Mohammadhassani, M., Suhatril, M., Shariati, M. and Ibrahim, Z. (2014a), "Prediction of shear capacity of channel shear connectors using the ANFIS model", Steel Compos. Struct., 17(5), 623-639. http://doi.org/10.12989/scs.2014.17.5.623.   DOI
137 Shariati, M., Shariati, A., Trung, N.T., Shoaei, P., Ameri, F., Bahrami, N. and Zamanabadi, S.N. (2020q), "Alkali-activated Slag (AAS) Paste: Correlation between durability and microstructural characteristics", Constr. Build. Mater., 120886. https://doi.org/10.1016/j.conbuildmat.2020.120886.   DOI
138 Shariati, M., Davoodnabi, S.M., Toghroli, A., Kong, Z. and Shariati, A. (2021b), "Hybridization of metaheuristic algorithms with adaptive neuro-fuzzy inference system to predict load-slip behavior of angle shear connectors at elevated temperatures", Compos. Struct., 278, 114524. https://doi.org/10.1016/j.compstruct.2021.114524.   DOI
139 Suhatril, M., Osman, N., Sari, P.A., Shariati, M. and Marto, A. (2019), "Significance of surface eco-protection techniques for cohesive soils slope in Selangor, Malaysia", Geotech. Geol. Eng., 37(3), 2007-2014. https://doi.org/10.1007/s10706-018-0740-3.   DOI
140 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.   DOI
141 Nasrollahi, S., Maleki, S., Shariati, M., Marto, A. and Khorami, M. (2018), "Investigation of pipe shear connectors using push out test", Steel Compos. Struct., 27(5), 537-543. http://doi.org/10.12989/scs.2018.27.5.537.   DOI
142 Shariati, M., Mafipour, M.S., Haido, J.H., Yousif, S.T., Toghroli, A., Trung, N.T. and Shariati, A. (2020n), "Identification of the most influencing parameters on the properties of corroded concrete beams using an Adaptive Neuro-Fuzzy Inference System (ANFIS)", Steel Compos. Struct., 34(1), 155-170. https://doi.org/10.12989/scs.2020.34.1.155.   DOI
143 Khorami, M., Khorami, M., Motahar, H., Alvansazyazdi, M., Shariati, M., Jalali. A. and Tahir, M.M. (2017b), "Evaluation of the seismic performance of special moment frames using incremental nonlinear dynamic analysis", Struct. Eng. Mech., 63(2), 259-268. https://doi.org/10.12989/sem.2017.63.2.259.   DOI
144 Daie, M., Jalali, A., Suhatril, M., Shariati, M., Arabnejad Khanouki, M.M., Shariati. A. and Kazemi-Arbat. P. (2011), "A new finite element investigation on pre-bent steel strips as damper for vibration control", Int. J. Phys. Sci., 6(36), 8044-8050. https://doi.org/10.5897/ijps11.1585.   DOI
145 Toghroli, A., Mehrabi, P., Shariati, M., Trung, N.T., Jahandari, S. and Rasekh, H. (2020a), "Evaluating the use of recycled concrete aggregate and pozzolanic additives in fiber-reinforced pervious concrete with industrial and recycled fibers", Constr. Build Mater., 252, 118997. https://doi.org/10.1016/j.conbuildmat.2020.118997.   DOI
146 Toghroli, A., Nasirianfar, M.S., Shariati, A., Khorami, M., Paknahad, M., Ahmadi, M., Gharehaghaj, B. and Zandi, Y. (2020b), "Analysis of extended end plate connection equipped with SMA bolts using component method", Steel Compos. Struct., 36(2), 213-228. https://doi.org/10.12989/scs.2020.36.2.213.   DOI
147 Naghipour, M., Niak, K.M., Shariati, M. and Toghroli, A. (2020a), "Effect of progressive shear punch of a foundation on a reinforced concrete building behavior", Steel Compos. Struct., 35(2), 279-294. https://doi.org/10.12989/scs.2020.35.2.279.   DOI
148 Naghipour, M., Yousofizinsaz, G. and Shariati, M. (2020b), "Experimental study on axial compressive behavior of welded built-up CFT stub columns made by cold-formed sections with different welding lines", Steel Compos. Struct., 34(3), 347. https://doi.org/10.12989/scs.2020.34.3.347.   DOI
149 Zhao, R., Zhang, L., Guo, B., Chen, Y., Fan, G., Jin, Z., Gua, X. and Zhu. J. (2021a), "Unveiling substitution preference of chromium ions in sulphoaluminate cement clinker phases", Compos. B. Eng., 109092. https://doi.org/10.1016/j.compositesb.2021.109092.   DOI
150 Zhang, C. and Ali, A. (2021a), "The advancement of seismic isolation and energy dissipation mechanisms based on friction", Soil Dyn. Earthq. Eng., 146, 106746. https://doi.org/10.1016/j.soildyn.2021.106746.   DOI
151 Shariati, A., Ebrahimi, F., Karimiasl, M., Vinyas, M. and Toghroli, A. (2020f), "On transient hygrothermal vibration of embedded viscoelastic flexoelectric/piezoelectric nanobeams under magnetic loading", Adv. Nano Res., 8(1), 49-58. https://doi.org/10.12989/anr.2020.8.1.049.   DOI
152 Hamdia, K.M., Lahmer, T., Nguyen-Thoi, T. and Rabczuk. T. (2015), "Predicting the fracture toughness of PNCs: A stochastic approach based on ANN and ANFIS", Comput. Mater. Sci., 102, 304-313. https://doi.org/10.1016/j.commatsci.2015.02.045.   DOI
153 Chen, C., Shi, L., Shariati, M., Toghroli, A., Mohamad, E.T., Bui, D.T. and Khorami, M. (2019), "Behavior of steel storage pallet racking connection-A review", Steel Compos. Struct., 30(5), 457-469. https://doi.org/10.12989/scs.2019.30.5.457.   DOI
154 Chuanhua, X., James, X.Z., Haido, H., Mehrabi, P., Shariati, A., Mohamad, E.T., Hoang, N. and Wakil, K. (2019), "Using genetic algorithms method for the paramount design of reinforced concrete structures", Struct. Eng. Mech., 71(5), 503-513. https://doi.org/10.12989/sem.2019.71.5.503.   DOI
155 Shariati, A., Hosseini, S.H.S., Bayrami, S.S., Ebrahimi, F. and Toghroli, A. (2020g), "Effect of residual surface stress on parametrically excited nonlinear dynamics and instability of viscoelastic piezoelectric nanoelectromechanical resonators", Eng. Comput., 1-16. https://doi.org/10.1007/s00366-019-00916-9.   DOI
156 Sharafi, P., Rashidi, M., Samali, B., Ronagh, H. and Mortazavi, M. (2018b), "Identification of factors and decision analysis of the level of modularization in building construction", J. Archit. Eng., 24(2), 04018010. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000313.   DOI
157 Nosrati, A., Zandi, Y., Shariati, M., Khademi, K., Darvishnezhad Aliabad, M., Marto, A., Mu'azu, M., Ghanbari, E., Mandizadeh. M.B. and Shariati, A. (2018), "Portland cement structure and its major oxides and fineness", Smart Struct. Syst., 22(4), 425-432. https://doi.org/10.12989/sss.2018.22.4.425.   DOI
158 Sinaei, H., Jumaat, M.Z. and Shariati, M. (2011), "Numerical investigation on exterior reinforced concrete Beam-Column joint strengthened by composite fiber reinforced polymer (CFRP)", Int. J. Phys. Sci., 6(28), 6572-6579. https://doi.org/10.5897/IJPS11.1225.   DOI
159 Shahabi, S., Sulong, N., Shariati, M., Mohammadhassani, M. and Shah, S. (2016c), "Numerical analysis of channel connectors under fire and a comparison of performance with different types of shear connectors subjected to fire", Steel Compos. Struct., 20(3), 651-669. http://doi.org/10.12989/scs.2016.20.3.651.   DOI
160 Sharafi, P., Mortazavi, M., Usefi, N., Kildashti, K., Ronagh, H. and Samali, B. (2018a), "Lateral force resisting systems in lightweight steel frames: recent research advances", Thin Wall. Struct., 130, 231-253. https://doi.org/10.1016/j.tws.2018.04.019.   DOI
161 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., 29(2), 243-256. https://doi.org/10.12989/scs.2018.29.2.243.   DOI
162 Shariati, M. (2008), "Assessment of building using none-destructive test techniques (ultra sonic pulse velocity and Schmidt rebound hammer)", Ph.D. Dissertation, University of Malaya, Kuala Lumpur, Malaya.
163 Mansouri, I., Safa, M., Ibrahim, Z., Kisi, O., Tahir, M.M., Baharom S.B. and Azimi. M. (2016), "Strength prediction of rotary brace damper using MLR and MARS", Struct. Eng. Mech., 60(3), 471-488. https://doi.org/10.12989/sem.2016.60.3.471.   DOI
164 Shariati, A., Hosseini, S.H.S., Ebrahimi, F. and Toghroli. A. (2020h), "Nonlinear dynamics and vibration of reinforced piezoelectric scale-dependent plates as a class of nonlinear Mathieu-Hill systems: parametric excitation analysis", Eng. Comput., 1-17. https://doi.org/10.1007/s00366-020-00942-y.   DOI
165 Shariati, A., Qaderi, S., Ebrahimi, F. and Toghroli. A. (2020i), "On buckling characteristics of polymer composite plates reinforced with graphene platelets", Eng. Comput., 1-12. https://doi.org/10.1007/s00366-020-00992-2.   DOI
166 Malhotra, V. (1999), "Making concrete "greener" with fly ash", Concrete Int., 21(5), 61-66.
167 Maslahati Roudi, A., Chelliapan, S., Wan Mohtar, W.H.M. and Kamyab. H. (2018), "Prediction and optimization of the fenton process for the treatment of landfill leachate using an artificial neural network", Water, 10(5), 595. https://doi.org/10.3390/w10050595.   DOI
168 Mehrabi, P., Shariati, M., Kabirifar, K., Jarrah, M., Rasekh, H., Trung, N.T., Shariati, A. and Jahandari, S. (2021), "Effect of pumice powder and nano-clay on the strength and permeability of fiber-reinforced pervious concrete incorporating recycled concrete aggregate", Constr. Build. Mater., 287, 122652. https://doi.org/10.1016/j.conbuildmat.2021.122652.   DOI
169 Zhang, W., Tang, Z., Yang, Y., Wei, J. and Stanislav, P. (2021b), "Mixed-mode debonding behavior between CFRP plates and concrete under fatigue loading", J. Struct. Eng., 147(5), 04021055. https://doi.org/10.1061/(ASCE)ST.1943-541X.0003032.   DOI
170 Ziaei-Nia, A., Shariati. M. and Salehabadi, E. (2018), "Dynamic Mix Design Optimization of High-Performance Concrete", Steel Compos. Struct., 29(1), 67-75. https://doi.org/10.12989/scs.2018.29.1.067.   DOI
171 Milovancevic, M., Marinovic, J.S., Nikolic, J., Kitic, A., Shariati, M., Trung, N.T., Wakil, K. and Khorami, M. (2019), "UML diagrams for dynamical monitoring of rail vehicles", Physica A, 531, 121169. https://doi.org/10.1016/j.physa.2019.121169.   DOI
172 Mishra, A.R., Mardani, A., Rani, P., Kamyab, H. and Alrasheedi, M. (2021), "A new intuitionistic fuzzy combinative distance-based assessment framework to assess low-carbon sustainable suppliers in the maritime sector", Energy, 237, 121500. https://doi.org/10.1016/j.energy.2021.121500.   DOI
173 Ma, L., Liu, X. and Moradi, Z. (2021), "On the chaotic behavior of graphene-reinforced annular systems under harmonic excitation", Eng. Comput., 1-25. https://doi.org/10.1007/s00366-020-01210-9.   DOI
174 Vejmelkova, E., Keppert, M., Grzeszczyk, S., Skalinski, B. and Cerny. R. (2011), "Properties of self-compacting concrete mixtures containing metakaolin and blast furnace slag", Constr. Build Mater., 25(3), 1325-1331. https://doi.org/10.1016/j.conbuildmat.2010.09.012.   DOI
175 Trung, N.T., Shahgoli, A.F., Zandi, Y., Shariati, M., Wakil, K., Safa, M. and Khorami, M. (2019a), "Moment-rotation prediction of precast beam-to-column connections using extreme learning machine", Struct. Eng. Mech., 70(5), 639-647. https://doi.org/10.12989/sem.2019.70.5.639.   DOI
176 Trung, N.T., Alemi, N., Haido, J.H., Shariati, M., Baradaran. S. and Yousif, S.T. (2019b), "Reduction of cement consumption by producing smart green concretes with natural zeolites", Smart Struct. Syst., 24(3), 415-425. https://doi.org/10.12989/sss.2019.24.3.415.   DOI
177 Usefi, N., Sharafi. P. and Ronagh. H. (2019), "Numerical models for lateral behaviour analysis of cold-formed steel framed walls: State of the art, evaluation and challenges", Thin Wall. Struct., 138, 252-285. https://doi.org/10.1016/j.tws.2019.02.019.   DOI
178 Wei, X., Shariati, M., Zandi, Y., Pei, S., Jin, Z., Gharachurlu, S., Abdullahi, M.M., Tahir, M.M. and Khorami, M. (2018), "Distribution of shear force in perforated shear connectors", Steel Compos. Struct., 27(3), 389-399. http://doi.org/10.12989/scs.2018.27.3.389.   DOI
179 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 (ASEM'11+).