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Table 5 Optimum controller gains with contract violation of 2% and reduced inertia of 20%, 40% and 60%

From: Cascade controller based modeling of a four area thermal: gas AGC system with dependency of wind turbine generator and PEVs under restructured environment

Controller gains

20% reduction

40% reduction

60% reduction

wEV

WoEV

Wev

woEV

wEV

woEV

Area 1 (outer loop)

 KP1*

0.866

0.853

0.882

0.933

0.932

0.889

 KI1*

0.504

0.002

0.129

0.002

0.191

0.001

 KDD1*

0.220

0.485

0.501

0.470

0.658

0.551

 N1*

20.14

41.30

35.81

31.29

43.89

26.87

Area 2 (outer loop)

 KP2*

0.603

0.626

0.675

0.547

0.655

0.677

 KI2*

0.594

0.447

0.623

0.626

0.611

0.653

 KDD2*

0.524

0.582

0.648

0.625

0.592

0.666

 N2*

47.82

72.01

61.69

59.09

66.80

60.65

Area 3 (outer loop)

 KP3*

0.890

0.858

0.731

0.772

0.700

0.724

 KI3*

0.390

0.465

0.533

0.575

0.570

0.679

 KDD3*

0.282

0.284

0.246

0.310

0.279

0.396

 N3*

34.01

23.86

37.96

26.26

34.05

22.94

Area 4 (outer loop)

 KP4*

0.560

0.458

0.383

0.499

0.369

0.504

 KI4*

0.574

0.604

0.662

0.640

0.757

0.665

 KDD4*

0.312

0.380

0.256

0.483

0.390

0.426

 N4*

69.08

48.11

54.04

61.24

39.03

67.96

Area 1 (inner)

 KPP1*`

0.749

0.306

0.614

0.449

0.754

0.412

 KII1*

0.582

0.561

0.541

0.515

0.503

0.528

Area 2 (inner)

 KPP2*

0.628

0.442

0.582

0.464

0.658

0.440

 KII2*

0.570

0.498

0.707

0.482

0.570

0.552

Area 3 (inner)

 KPP3*

0.414

0.371

0.530

0.461

0.488

0.418

 KII3*

0.395

0.347

0.210

0.239

0.095

0.211

Area 4 (inner)

 KPP4*

0.739

0.680

0.789

0.637

0.710

0.648

 KII4*

0.614

0.368

0.647

0.395

0.656

0.537