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Table 3 The eigenvalues, damping ratios and associated states of the IEEE 14-bus system after optimization of damping ratios

From: An enhanced particle swarm optimization algorithm for improving the renewable energy penetration and small signal stability in power system

Eigennumbers

Eigenvalues

Damping ratio

Most associated states and % participation

1

− 1000

1

vm_Exc_1 (100)

2

− 1000

1

vm_Exc_2(100)

3

− 92.859

1

iqr_Dfig_1 (99.34)

4

− 68.3848

1

iq_Spv_1 (91.43)

5

− 56.1733

1

id_Spv_1 (87.85)

6 and 7

− 36.8065 ± 0.48647i

1

e2d_Syn_1 (44.55), e2q_Syn_1(33.61), btx1_Spv_1 (11.96)

8

− 31.6088

1

e2q_Syn_2 (69.99), e2q_Syn_1 (25.907)

9

− 25.5361

1

e2q_Syn_3 (91.47)

10

− 22.2968

1

e2q_Syn_4 (93.12)

11

− 17.7616

1

e2d_Syn_2(62.395), e1d_Syn_2(23.52)

12 and 13

− 2.9492 ± 8.75306i

0.32

omega_Syn_2 (32.30), delta_Syn_2 (31.98), e2d_Syn_2 (8.667)

14 and 15

− 3.1789 ± 9.9343i

0.305

omega_Syn_3 (31.437), delta_Syn_3 (31.26), e2d_Syn_3 (18.58)

16 and 17

− 1.5058 ± 7.6511i

0.193

omega_Syn_4 (29.485), delta_Syn_4(29.35), e2d_Syn_4 (12.10), omega_Syn_1(10.872), delta_Syn_1 (6.35)

18

− 11.8927

1

e2d_Syn_3 (51.98), omega_Syn_3 (10.573), delta_Syn_3 (10.397), e2d_Syn_4 (8.778), btx1_Spv_1(7.17)

19

− 11.0105

1

btx1_Spv_1(52.368), e2d_Syn_4(18.063), id_Spv_1 (7.79), e2d_Syn_3(5.746), omega_Syn_4(5.193), delta_Syn_4 (5.1)

20

− 9.9229

1

tg_Tg_2(96.44)

21

− 8.6679

1

e2d_Syn_4 (51.276), btx1_Spv_1(5.006), omega_Syn_4 (8.692), delta_Syn_4 (8.494), e2d_Syn_2 (6.209)

22

− 8.4751

1

e1d_Syn_2 (52.62), e2d_Syn_2 (23.58), e2d_Syn_4 (14.13)

23 and 24

− 1.8633 ± 3.0534i

0.521

omega_Syn_1(35.656), tg_Tg_1 (25.193), delta_Syn_1(16.667)

25 and 26

− 3.3114 ± 0.03738i

1

tg_Tg_1 (30.535), omega_Syn_1(25.6), delta_Syn_1 (16.95)

27

− 0.18505

1

e1q_Syn_1 (96.726)

28

− 0.68776

1

e1q_Syn_4 (82.208), e1d_Syn_4 (12.12)

29

− 0.79842

1

e1q_Syn_2 (79.609), e1q_Syn_3 (5.727), e1d_Syn_4(7.635)

30

− 0.83005

1

e1d_Syn_4 (73.221), e1q_Syn_4 (11.83)

31

− 0.85987

1

omega_m_Dfig_1(67.974), delta_Syn_1(15.07)

32

− 0.90239

1

e1q_Syn_3(86.856)

33

− 0.89951

1

e1d_Syn_3 (94.42)

34

− 30.303

1

e1d_Syn_1(100)

35

− 1

1

vr2_Exc_1(100)

36

− 5.0106

1

vf_Exc_1(100)

37

− 50

1

vr1_Exc_1(100)

38

− 50

1

vr1_Exc_2(100)

39

− 1

1

vr2_Exc_2 (100)

40

− 0.78592

1

vf_Exc_2 (100)

41

− 0.25

1

vw_Wind_1 (100)

42

− 0.33333

1

theta_p_Dfig_1(100)