Compressive strength of FRC utilizing ANN model

In this paper, ANN has been applied to estimate the compressive strength of Fiber Reinforced Concrete. Nails have been used as fibers and its effects on the strength have been studied and compared. Study was carried out on cubes of standard size of FRC concrete with different mixing proportions and...

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Bibliographic Details
Main Authors: Anisuddin, Syed, Varikola, Hima Bindu, Gollapelli, Srikanth, Sangam, Ekasila, Banu, V. L. S., Sai, Hemanth
Format: Conference Proceeding
Language:English
Subjects:
Compressive strength
Cubes
Fiber reinforced concretes
Online Access:Get full text
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Summary:In this paper, ANN has been applied to estimate the compressive strength of Fiber Reinforced Concrete. Nails have been used as fibers and its effects on the strength have been studied and compared. Study was carried out on cubes of standard size of FRC concrete with different mixing proportions and w/c ratios. The results obtained that for mix proportion (1:1.5:3) with 12% of fiber and an optimum w/c ratio of 0.46, also it is observed that less percent of large sized nails yielded high compressive strength. Whereas, for a mix proportion of (1:2:4) with 20% fiber, theoptimum w/c ratio was 0.55. Also, it is found that larger size of nails with less percent has yielded into high compressive strength and with the increase in percentage of fiber had decreased its strength.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0145308