Table 8 Experimental comparison results of tracking square signal.

From: Fuzzy inference system enabled neural network feedforward compensation for position leap control of DC servo motor

Position

Control method

Overshoot (Rad)

Settling time (s)

SSME (Rad)

I

PID

1.0380

4.7302

0.0264

ANN-PID

0.6338

0.8214

0.0120

FIB-ANN-PID

0.1211

0.4843

0.0122

FIS-ANN-PID

0.0000

0.6810

0.0096

II

PID

1.0379

4.7201

0.0269

ANN-PID

0.6146

0.8243

0.0121

FIB-ANN-PID

0.1488

0.5013

0.0119

FIS-ANN-PID

0.0000

0.6790

0.0097

III

PID

1.0397

4.7214

0.0281

ANN-PID

0.6628

0.8521

0.0126

FIB-ANN-PID

0.1396

0.4945

0.0121

FIS-ANN-PID

0.0000

0.6652

0.0104

  1. Significant values are given in bold.