Table 5 Statistical analysis of the proposed controllers.

From: Bayat-driven FOPID controller design for biogas-based microgrid with real-time validation

Controller’s

FOPID-\(Bayat_{SP1.4}\)

FOPID-\(Bayat_{SP2.0}\)

FOPID-\(Bayat_{LD1.4}\)

Scenario’s

Specifications

Case 1

\(T_r\)

\(4.99e-5\)

\(6.31e-4\)

\(1.79e-4\)

\(T_p\)

30.3985

40.3116

30.4056

\(\%O_s\)

5.136e5

4.9531e4

1.5077e5

\(T_s\)

49.8586

49.9534

49.9330

Controllability

Yes

Yes

Yes

control effort

0.285

0.25

0.295

Case 2

\(T_r\)

4.0219e-5

2.2123e-4

1.2179e-4

\(T_p\)

0.8353

.7316

0.8327

\(\%O_s\)

1.14e7

5.2163e4

3.899e6

\(T_s\)

49.8498

49.9552

49.9315

Controllability

Yes

Yes

Yes

control effort

0.32

0.33

0.353

Case 3

\(T_r\)

6.4248e-5

0.0087

2.3681e-4

\(T_p\)

0.8186

0.7161

0.8153

\(\%O_s\)

5.3477e5

6.1249e4

1.5181e5

\(T_s\)

49.8615

49.9535

49.9331

Controllability

Yes

Yes

Yes

control effort

0.33

0.32

0.34

Case 4

\(T_r\)

6.4248e-5

0.0308

3.3681e-4

\(T_p\)

0.7186

0.6161

0.5153

\(\%O_s\)

5.4547e5

6.179e4

1.581e5

\(T_s\)

49.615

49.535

49.331

Controllability

Yes

Yes

Yes

control effort

0.17

0.12

0.15