A. Network Parameters
Network parameters and general data for the IEEE 118-bus test system are described as follows.
Fig. 1. IEEE 118-Bus Test System One-Line Diagram
U
Bus No.
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
10
12
25
26
31
46
49
54
59
61
65
66
69
80
87
92
100
103
111
Pg
(MW)
450
85
220
314
7
19
204
48
155
160
391
392
513.48
477
4
607
252
40
36
Qg
(MVar)
-5
91.27
49.72
9.89
31.57
-5.25
115.63
3.9
76.83
-40.39
80.76
-1.95
-82.39
104.9
11.02
0.49
108.87
41.69
-1.84
TABLE I
GENERATOR DATA
Marginal Cost Pmax
($/MWh)
(MW)
0.217
550
1.052
185
0.434
320
0.308
414
5.882
107
3.448
119
0.467
304
1.724
148
0.606
255
0.588
260
0.2493
491
0.2487
492
0.1897
805.2
0.205
577
7.142
104
10
1100
0.381
352
2
140
2.173
136
Pmin
(MW)
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
Qmax
(MVar)
200
120
140
1000
300
100
210
300
180
300
200
200
300
280
1000
9
155
40
1000
Qmin
(MVar)
-147
-35
-47
-1000
-300
-100
-85
-300
-60
-100
-67
-67
-300
-165
-100
-3
-50
-15
-100
TABLE II
BUS DATA
Bus No.
1
2
3
4
5
6
7
8
9
10
11
12
Conductance (G)
(mhos)
0
0
0
0
0
0
0
0
0
0
0
0
Susceptance (B)
(mhos)
0
0
0
0
-40
0
0
0
0
0
0
0
Base Voltage (kV)
Voltage-Max (pu)
Voltage-Min (pu)
138
138
138
138
138
138
138
345
345
345
138
138
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14
0
0
-25
0
0
0
0
0
0
10
10
10
0
15
0
0
0
0
0
138
138
138
138
138
138
138
138
138
138
138
138
138
345
138
138
138
345
138
138
138
138
138
138
138
345
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
12
0
0
0
0
20
0
0
20
10
0
0
0
0
0
0
0
0
0
0
0
138
138
138
138
138
138
138
138
138
345
345
345
138
138
345
138
138
138
138
138
138
138
138
138
138
138
138
345
138
138
138
138
138
161
138
138
138
138
138
138
138
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
0
6
0
0
6
0
0
0
0
0
0
0
0
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
138
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
1.06
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
0.94
TABLE III
TRANSMISSION LINE DATA
Line No.
From Bus
To Bus
R (pu)
X (pu)
β (pu)
1
2
3
4
5
6
7
8
9
10
11
12
1
1
2
3
3
4
4
5
5
6
7
8
2
3
12
5
12
5
11
6
11
7
12
9
0.0303
0.0129
0.0187
0.0241
0.0484
0.0017
0.0209
0.0119
0.0203
0.0045
0.0086
0.0024
0.0999
0.0424
0.0616
0.108
0.16
0.00798
0.0688
0.054
0.0682
0.0208
0.034
0.0305
10.01001001
23.58490566
16.23376623
9.259259259
62.5
125.3132832
14.53488372
18.51851852
14.6627566
48.07692308
29.41176471
32.78688525
Flow Limit
(MW)
270
270
270
270
270
490
270
270
270
270
270
1150
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
8
8
9
11
11
12
12
12
13
14
15
15
15
16
17
17
17
18
19
19
20
21
22
23
23
23
24
24
25
26
26
27
27
27
28
29
30
30
31
32
32
5
30
10
12
13
15
17
117
15
15
17
19
33
17
19
31
113
19
20
34
21
22
23
24
25
32
70
72
27
25
30
28
32
115
31
31
17
38
32
113
114
0
0.0043
0.0025
0.0059
0.0222
0.0215
0.0212
0.0329
0.0744
0.0595
0.0132
0.012
0.038
0.0454
0.0123
0.0474
0.0091
0.0111
0.0252
0.0752
0.0183
0.0209
0.0342
0.0135
0.0156
0.0317
0.0022
0.0488
0.0318
0
0.0079
0.0191
0.0229
0.0164
0.0237
0.0108
0
0.0046
0.0298
0.0615
0.0135
0.0267
0.0504
0.0322
0.0196
0.0731
0.0707
0.0834
0.14
0.2444
0.195
0.0437
0.0394
0.1244
0.1801
0.0505
0.1563
0.0301
0.0493
0.117
0.247
0.0849
0.097
0.159
0.0492
0.080
0.1153
0.4115
0.196
0.163
0.0382
0.086
0.0855
0.0755
0.0741
0.0943
0.0331
0.0388
0.054
0.0985
0.203
0.0612
37.45318352
19.84126984
31.05590062
51.02040816
13.67989056
14.14427157
11.99040767
7.142857143
4.091653028
5.128205128
22.88329519
25.38071066
8.038585209
5.55247085
19.8019802
6.397952655
33.22259136
20.28397566
8.547008547
4.048582996
11.77856302
10.30927835
6.289308176
20.32520325
12.5
8.673026886
2.430133657
5.102040816
6.134969325
26.17801047
11.62790698
11.69590643
13.24503311
13.49527665
10.60445387
30.21148036
25.77319588
18.51851852
10.15228426
4.926108374
16.33986928
930
270
1150
270
270
270
270
270
270
270
490
270
270
270
270
270
270
270
270
270
270
270
270
270
490
270
270
270
490
370
710
270
270
270
270
270
710
270
270
270
270
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
33
34
34
34
35
35
37
37
38
38
39
40
40
41
42
42
43
44
45
45
46
46
47
47
48
49
49
49
49
49
49
49
50
51
51
52
53
54
54
54
55
37
36
37
43
36
37
39
40
37
65
40
41
42
42
49
49
44
45
46
49
47
48
49
69
49
50
51
54
54
66
66
69
57
52
58
53
54
55
56
59
56
0.0415
0.0087
0.0025
0.0413
0.0022
0.011
0.0321
0.0593
0
0.009
0.0184
0.0145
0.0555
0.041
0.0715
0.0715
0.0608
0.0224
0.04
0.0684
0.038
0.0601
0.0191
0.0844
0.0179
0.0267
0.0486
0.073
0.0869
0.018
0.018
0.0985
0.0474
0.0203
0.0255
0.0405
0.0263
0.0169
0.0027
0.0503
0.0048
0.142
0.0268
0.00940
0.1681
0.0102
0.0497
0.106
0.168
0.0375
0.0986
0.0605
0.0487
0.183
0.135
0.323
0.323
0.2454
0.0901
0.1356
0.186
0.127
0.189
0.0625
0.2778
0.0505
0.0752
0.137
0.289
0.291
0.0919
0.0919
0.324
0.134
0.0588
0.0719
0.1635
0.122
0.0707
0.00955
0.2293
0.0151
7.042253521
37.31343284
106.3829787
5.948839976
98.03921569
20.12072435
9.433962264
5.952380952
26.66666667
10.14198783
16.52892562
20.5338809
5.464480874
7.407407407
3.095975232
3.095975232
4.074979625
11.09877913
7.374631268
5.376344086
7.874015748
5.291005291
16
3.599712023
19.8019802
13.29787234
7.299270073
3.460207612
3.436426117
10.88139282
10.88139282
3.086419753
7.462686567
17.00680272
13.90820584
6.116207951
8.196721311
14.14427157
104.7120419
4.361098997
66.22516556
270
270
490
270
270
270
270
270
710
490
270
270
270
270
270
270
270
270
270
270
270
270
270
270
270
270
270
270
270
490
490
270
270
270
270
270
270
270
270
270
270
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
55
56
56
56
56
59
59
60
60
61
62
62
63
63
64
64
65
65
66
68
68
68
69
69
69
70
70
70
71
71
74
75
75
76
76
77
77
77
77
78
79
59
57
58
59
59
60
61
61
62
62
66
67
59
64
61
65
66
68
67
69
81
116
70
75
77
71
74
75
72
73
75
77
118
77
118
78
80
80
82
79
80
0.0473
0.0343
0.0343
0.0825
0.0803
0.0317
0.0328
0.00260
0.0123
0.0082
0.0482
0.0258
0
0.0017
0
0.0026
0
0.0013
0.0224
0
0.0017
0.0003
0.03
0.0405
0.0309
0.0088
0.0401
0.0428
0.0446
0.0086
0.0123
0.0601
0.0145
0.0444
0.0164
0.0037
0.017
0.0294
0.0298
0.0054
0.0156
0.2158
0.0966
0.0966
0.251
0.239
0.145
0.150
0.0135
0.0561
0.0376
0.218
0.117
0.0386
0.0200
0.0268
0.0302
0.0370
0.016
0.1015
0.0370
0.0202
0.00405
0.127
0.122
0.101
0.0355
0.1323
0.141
0.180
0.0454
0.0406
0.1999
0.0481
0.148
0.0544
0.0124
0.0485
0.105
0.0853
0.0244
0.0704
4.633920297
10.35196687
10.35196687
3.984063745
4.184100418
6.896551724
6.666666667
74.07407407
17.82531194
26.59574468
4.587155963
8.547008547
25.90673575
50
37.31343284
33.11258278
27.02702703
62.5
9.852216749
27.02702703
49.5049505
246.9135802
7.874015748
8.196721311
9.900990099
28.16901408
7.558578987
7.092198582
5.555555556
22.02643172
24.63054187
5.002501251
20.79002079
6.756756757
18.38235294
80.64516129
20.6185567
9.523809524
11.72332943
40.98360656
14.20454545
270
270
270
270
270
270
270
490
270
270
270
270
490
490
270
490
270
270
270
490
270
490
490
490
270
270
270
270
270
270
270
270
270
270
270
270
490
270
370
270
270
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
80
80
80
80
81
82
82
83
83
84
85
85
85
86
88
89
89
89
90
91
92
92
92
92
93
94
94
94
95
96
98
99
100
100
100
100
101
103
103
103
104
96
97
98
99
80
83
96
84
85
85
86
88
89
87
89
90
91
92
91
92
93
94
100
102
94
95
96
100
96
97
100
100
101
103
104
106
102
104
105
110
105
0.0356
0.0183
0.0238
0.0454
0
0.0112
0.0162
0.0625
0.0430
0.0302
0.0350
0.0200
0.0239
0.0282
0.0139
0.0518
0.00990
0.00990
0.0254
0.0387
0.0258
0.0481
0.0648
0.0123
0.0223
0.0132
0.0269
0.0178
0.0171
0.0173
0.0397
0.0180
0.0277
0.0160
0.0451
0.0605
0.0246
0.0466
0.0535
0.0390
0.00990
0.182
0.0934
0.108
0.206
0.0370
0.03665
0.0530
0.132
0.148
0.0641
0.123
0.102
0.173
0.2074
0.0712
0.0320
0.0320
0.0505
0.0505
0.1272
0.0320
0.158
0.295
0.0559
0.0732
0.0434
0.0869
0.0580
0.0547
0.0885
0.179
0.0813
0.1262
0.0525
0.204
0.229
0.112
0.1584
0.1625
0.1813
0.0378
5.494505495
10.70663812
9.259259259
4.854368932
27.02702703
27.2851296
18.86792453
7.575757576
6.756756757
15.60062402
8.130081301
9.803921569
5.780346821
4.821600771
14.04494382
31.25
31.25
19.8019802
6.325110689
19.8019802
7.86163522
31.25
6.329113924
3.389830508
17.88908766
13.66120219
23.04147465
11.50747986
17.24137931
18.28153565
11.29943503
5.586592179
12.300123
7.923930269
19.04761905
4.901960784
4.366812227
8.928571429
6.313131313
6.153846154
5.515719801
270
270
270
270
270
370
270
270
270
270
270
270
270
270
490
810
270
370
710
470
270
810
270
270
270
270
370
270
270
570
270
270
270
490
270
270
270
270
270
270
270
177
178
179
180
181
182
183
184
185
Transformer
No.
1
2
3
4
5
6
7
8
9
105
105
105
106
108
109
110
110
114
From
Bus
8
26
30
38
63
64
65
68
81
106
107
108
107
109
110
111
112
115
0.0140
0.0530
0.0261
0.0530
0.0105
0.0278
0.0220
0.0247
0.0023
0.0547
0.183
0.0703
0.183
0.0288
0.0762
0.0755
0.0640
0.0104
26.45502646
18.28153565
5.464480874
14.22475107
5.464480874
34.72222222
13.12335958
13.24503311
15.625
TABLE IV
TAP CHANGING TRANSFORMER DATA
To
Circuit
Tap
Tap
Tap
Bus
ID
Initial Max
Min
5
1
0.985
0
0
25
1
0.96
0
0
17
1
0.96
0
0
37
1
0.935
0
0
59
1
0.96
0
0
61
1
0.985
0
0
66
1
0.935
0
0
69
1
0.935
0
0
80
1
0.935
0
0
Bus No.
1
2
3
4
6
7
8
11
12
13
14
TABLE V
LOAD DATA
Pd
Qd
(MW) (MVar)
51
27
20
9
39
10
39
12
52
22
19
2
28
0
70
23
47
10
34
16
14
1
VOLL
($/MWh)
4822.6
5600.331
3144.692
5017.304
4691.259
3715.387
4239.845
4705.575
6647.038
6161.662
3690.068
Angle
Initial
0
0
0
0
0
0
0
0
3.57
270
270
270
270
270
270
370
270
270
Angle
Max
0
0
0
0
0
0
0
0
-15
Angle
Min
0
0
0
0
0
0
0
0
15
15
16
17
18
19
20
21
22
23
24
27
28
29
31
32
33
34
35
36
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
90
25
11
60
45
18
14
10
7
13
71
17
24
43
59
23
59
33
31
27
66
37
96
18
16
53
28
34
20
87
17
17
18
23
113
63
84
12
12
277
78
30
10
3
34
25
3
8
5
3
0
13
7
4
27
23
9
26
9
17
11
23
10
23
7
8
22
10
0
11
30
4
8
5
11
32
22
18
3
3
113
3
6320.954
4935.243
4462.167
4928.846
4377.02
4425.513
5393.819
5345.421
5350.315
4902.898
3775.508
4930.343
2478.141
4793.336
5120.816
4936.131
4317.935
4676.323
4027.63
5033.037
3811.758
3858.678
4014.301
2733.43
2363.028
4695.114
4047.043
5322.179
3473.09
4438.655
4355.132
4691.524
4687.715
3981.072
4481.969
4401.073
4876.624
5155.959
5165.564
3981.808
4546.415
62
66
67
70
72
73
74
75
76
77
78
79
80
82
83
84
85
86
88
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
112
77
39
28
66
12
6
68
47
68
61
71
39
130
54
20
11
24
21
48
440
10
65
12
30
42
38
15
34
42
37
22
5
23
38
31
43
50
2
8
39
68
14
18
7
20
0
0
27
11
36
28
26
32
26
27
10
7
15
10
10
42
0
10
7
16
31
15
9
8
0
18
15
3
16
25
26
16
12
1
3
30
13
3771.53
3831.9
4495.89
5419.578
4038.2
4722.827
2364.649
5170.414
3846.561
2519.534
3831.516
5160.366
5426.527
4551.559
3605.046
4054.619
3863.051
5910.274
4130.639
4948.846
4384.549
5033.166
4041.09
3658.639
3646.574
3792.916
4393.575
4382.368
5351.586
4674.951
4618.687
5452.619
2017.32
4917.975
5001.053
4353.771
2629.402
3800.494
3811.228
4562.925
4933.352
113
114
115
116
117
118
6
8
22
184
20
33
0
3
7
0
8
15
5051.295
4099.866
4612.399
3450.503
1340.186
4236.62
B. Dynamic Data
The generator stability and ramping data employed is presented in Table VI.
Parameter
X d (p.u.)
TABLE VI
GENERATOR PARAMETERS USED IN THE ANALYSIS OF THE IEEE 118-BUS TEST SYSTEM [2]
Value
Parameter
X q (p.u.)
1.8
Value
1.7
X d  (p.u.)
0.3
X q
(p.u.)
0.55
X d  (p.u.)
0.25
X q
(p.u.)
0.25
Tdo (p.u.)
8
Tdo (p.u.)
H
(sec.)
Tqo (p.u.)
0.4
Tqo (p.u.)
0.03
0.05
3.4 for all the generators except for generators at bus#69 and bus#89. 5 & 4 for generators at bus#69 and
bus#89, respectively.
Generator
#
1
2
3
4
5
6
7
8
9
10
11
12
Bus
#
10
12
25
26
31
46
49
54
59
61
65
66
MVA Ratings
(MW)
591
300
300
591
192
192
300
155
300
300
591
591
Minutes to Fully Ramp
Generator Type
30
12
20
30
12
12
20
12
20
20
30
30
S*
G**
CC***
S
G
G
CC
G
CC
CC
S
S
13
14
15
16
17
18
19
69
80
87
89
100
103
111
800
591
155
620
400
155
155
60
30
12
12
20
12
12
S
S
G
G
CC
G
G
* S: Steam Turbine
** G: Gas Turbine
*** CC: Combined-Cycle
[1]
[2]
H. B. Plittgen, “Computational Cycle Time Evaluation for Steady State Power Flow Calculations,” Report Prepared for Thomson-CSF, Division Simulateurs, School of Electrical Engineering, Georgia
Institute of Technology, Dec. 1985, [Online]. Available: https://smartech.gatech.edu/jspui/bitstream/1853/35556/2/e-21-675_302129_fr.pdf.
P. Kundur, Power System Stability and Control, McGraw-Hill, 1994.
C. Reliability Data
TABLE VII
GENERATING UNIT RELIABILITY DATA
U
FOR (%)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
0.10
0.10
0.02
0.02
0.10
0.10
0.02
0.02
0.04
0.04
0.04
0.05
0.05
0.05
0.02
0.02
0.02
0.02
0.04
TABLE VIII
TRANSMISSION LINE RELIABILITY DATA
Line No.
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
From Bus
1
1
2
3
3
4
4
5
5
6
7
8
8
8
9
11
11
12
12
12
13
14
15
15
15
16
17
17
17
18
19
19
20
21
22
23
To Bus
2
3
12
5
12
5
11
6
11
7
12
9
5
30
10
12
13
15
17
117
15
15
17
19
33
17
19
31
113
19
20
34
21
22
23
24
FOR (%)
0.000438
0.000582
0.000376
0.000445
0.000548
0.000434
0.00175
0.00041
0.000388
0.001317
0.000342
0.000502
0.000502
0.00175
0.00175
0.00175
0.00175
0.000502
0.000489
0.000502
0.000652
0.000615
0.000477
0.000414
0.000514
0.000514
0.000514
0.000439
0.000427
0.000402
0.000678
0.000439
0.000439
0.000477
0.000477
0.000427
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
23
23
24
24
25
26
26
27
27
27
28
29
30
30
31
32
32
33
34
34
34
35
35
37
37
38
38
39
40
40
41
42
42
43
44
45
45
46
46
47
47
25
32
70
72
27
25
30
28
32
115
31
31
17
38
32
113
114
37
36
37
43
36
37
39
40
37
65
40
41
42
42
49
49
44
45
46
49
47
48
49
69
0.000427
0.000565
0.000438
0.000582
0.000376
0.000445
0.000548
0.000434
0.00175
0.00041
0.000388
0.001317
0.000342
0.000502
0.000502
0.00175
0.00175
0.00175
0.00175
0.000502
0.000489
0.000502
0.000652
0.000615
0.000477
0.000414
0.000514
0.000514
0.000514
0.000439
0.000427
0.000402
0.000678
0.000439
0.000439
0.000477
0.000477
0.000427
0.000427
0.000565
0.000438
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
48
49
49
49
49
49
49
49
50
51
51
52
53
54
54
54
55
55
56
56
56
56
59
59
60
60
61
62
62
63
63
64
64
65
65
66
68
68
68
69
69
49
50
51
54
54
66
66
69
57
52
58
53
54
55
56
59
56
59
57
58
59
59
60
61
61
62
62
66
67
59
64
61
65
66
68
67
69
81
116
70
75
0.000438
0.000582
0.000376
0.000445
0.000548
0.000434
0.00175
0.00041
0.000388
0.001317
0.000342
0.000502
0.000502
0.00175
0.00175
0.00175
0.00175
0.000502
0.000489
0.000502
0.000652
0.000615
0.000477
0.000414
0.000514
0.000514
0.000514
0.000439
0.000427
0.000402
0.000678
0.000439
0.000439
0.000477
0.000477
0.000427
0.000427
0.000565
0.000438
0.000438
0.000582
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
69
70
70
70
71
71
74
75
75
76
76
77
77
77
77
78
79
80
80
80
80
81
82
82
83
83
84
85
85
85
86
88
89
89
89
90
91
92
92
92
92
77
71
74
75
72
73
75
77
118
77
118
78
80
80
82
79
80
96
97
98
99
80
83
96
84
85
85
86
88
89
87
89
90
91
92
91
92
93
94
100
102
0.000376
0.000445
0.000548
0.000434
0.00175
0.00041
0.000388
0.001317
0.000342
0.000502
0.000502
0.00175
0.00175
0.00175
0.00175
0.000502
0.000489
0.000502
0.000652
0.000615
0.000477
0.000414
0.000514
0.000514
0.000514
0.000439
0.000427
0.000402
0.000678
0.000439
0.000439
0.000477
0.000477
0.000427
0.000427
0.000565
0.000438
0.000438
0.000582
0.000376
0.000445
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
93
94
94
94
95
96
98
99
100
100
100
100
101
103
103
103
104
105
105
105
106
108
109
110
110
114
94
95
96
100
96
97
100
100
101
103
104
106
102
104
105
110
105
106
107
108
107
109
110
111
112
115
0.000548
0.000434
0.00175
0.00041
0.000388
0.001317
0.000342
0.000502
0.000502
0.00175
0.00175
0.00175
0.00175
0.000502
0.000489
0.000502
0.000652
0.000615
0.000477
0.000414
0.000514
0.000514
0.000514
0.000439
0.000427
0.000402
D. Wind Data
TABLE IX
WIND FARMS AND WIND POWER FORECAST
Wind Farm #
1
2
3
4
Host Bus
57
78
97
111
Wind Power Forecast (μ) (MW)
225.95
225.95
225.95
225.95
Wind Power Standard Deviation (MW)
22.8
22.8
22.8
22.8