Using an Artificial Neural Network to Validate and Predict the Physical Properties of Self-Compacting Concrete

Table 6

Intermediate mix proposition of BA with PPC-test dataset for ANN1.

S. no.	PPC (%)	BA (%)	Predicted SC	Predicted IST (min)	Predicted FST (min)	Predicted CS-28 days (N/mm^2)
1	99	1	0.377	99.124	168.67	27.437
2	98	2	0.378	98.59	189.186	27.621
3	97	3	0.379	98.155	214.507	27.805
4	95	5	0.381	98.227	283.119	28.156
5	94	6	0.381	99.915	328.633	28.312
6	93	7	0.382	104.197	381.482	28.405
7	92	8	0.382	115.127	442.878	28.389
8	89	11	0.384	232.702	664.366	26.609
9	87	13	0.386	304.65	823.787	25.005
10	86	14	0.389	321.386	898.931	24.338
11	85	15	0.393	333.927	968.841	23.637
12	83	17	0.408	360.002	1087.723	22.012
13	82	18	0.418	375.556	1136.406	21.461
14	81	19	0.426	391.863	1179.047	21.242
15	80	20	0.431	407.715	1216.21	21.141