Table 4 Comparison of CO, HC and NOx experimental and ANN predicted values.

From: Predictive modeling and optimization of SI engine performance and emissions with GEM blends using ANN and RSM

Test Case

CO (%)

HC (ppm)

NOx(ppm)

Exp

Pred

% error

Exp

Pred

error %

Exp

Pred

error %

1

6.75

6.643

1.593

595

598.370

0.566

301

303.236

0.74286

2

2.64

2.618

0.822

322

325.365

1.045

612

621.214

1.50556

3

1.78

1.820

2.234

223

225.367

1.061

954

965.324

1.187

4

1.29

1.300

0.771

103

102.325

0.655

1109

1126.478

1.57601

5

1.16

1.184

2.039

69

70.364

1.977

1331

1339.214

0.61713

6

6.14

6.166

0.421

510

512.035

0.399

314

324.368

3.30191

7

2.19

2.146

2.023

289

290.365

0.472

609

612.365

0.55255

8

1.34

1.313

2.049

191

195.355

2.280

961

954.64

0.661811

9

1.04

1.033

0.717

94

95.365

1.453

1124

1134.348

0.92064

10

0.94

0.937

0.319

59

60.325

2.246

1342

1351.325

0.69486