Table 9 Optimal controllers’ settings for the AVR loop in the first and second area.

From: A hybrid fuzzy-PIDD² control strategy for coordinated LFC and AVR in renewable-integrated multi-area power systems

Controller

Optim. Algorithm

\(\:{AVR|}_{Area1}\)

\(\:AVR{|}_{Area2}\)

KP

KI

KD1

N1

KD2

N2

KE

KCE

KP

KI

KD1

N1

KD2

N2

KE

KCE

PID

PSO

0.7

2.0

1.4

1.1

-

-

-

-

1.7

1.4

2.0

0.9

-

-

-

-

PID

GTO

0.4

1.7

2.0

0.3

-

-

-

-

2.0

1.7

1.9

0.2

-

-

-

-

PID

MPA

0.1

1.9

1.3

1.7

-

-

-

-

0.2

2.0

2.0

1.6

-

-

-

-

PIDD²

PSO

2.0

2.0

1.9

2.0

2.0

6.7

-

-

2.0

2.0

2.0

2.0

2.0

100.0

-

-

PIDD²

GTO

1.4

2.0

0.3

0.7

1.5

8.8

-

-

1.7

1.8

1.0

1.2

0.5

95.9

-

-

PIDD²

MPA

2.0

2.0

2.0

2.0

2.0

99.8

-

-

2.0

1.1

0.1

2.0

1.6

94.2

-

-

FPIDD²+PIDD²

PSO

2.0

2.0

2.0

2.0

1.9

100.0

-

-

1.8

2.0

2.0

2.0

2.0

100.0

-

-

FPIDD²+PIDD²

GTO

2.0

2.0

2.0

2.0

2.0

100.0

-

-

2.0

2.0

1.4

2.0

1.1

100.0

-

-

FPIDD²+PIDD²

MPA

2.0

2.0

2.0

2.0

0.7

98.4

-

-

0.5

0.2

1.9

1.6

1.0

95.4

-

-