scenario_id
string
pressure
float64
buffer_capacity
float64
intervention_lag
float64
system_coupling
float64
proposed_intervention
string
label_intervention_stabilizing
int64
cfir_train_0101
0.876
0.4922
0.1998
0.8073
adaptive_sequence
1
cfir_train_0102
0.8343
0.146
0.6554
0.6493
lag_reduction
0
cfir_train_0103
0.8271
0.1845
0.6828
0.5628
coupling_isolation
0
cfir_train_0104
0.3587
0.5187
0.1826
0.8542
coupling_isolation
0
cfir_train_0105
0.8662
0.4054
0.2602
0.9368
pressure_relief
0
cfir_train_0106
0.6504
0.1108
0.457
0.5947
adaptive_sequence
1
cfir_train_0107
0.7718
0.3507
0.3709
0.9089
pressure_relief
0
cfir_train_0108
0.6053
0.6265
0.3796
0.5961
buffer_expansion
1
cfir_train_0109
0.3827
0.3898
0.4145
0.7134
adaptive_sequence
0
cfir_train_0110
0.6233
0.8982
0.3378
0.6867
coupling_isolation
1
cfir_train_0111
0.4128
0.8561
0.7318
0.9074
pressure_relief
0
cfir_train_0112
0.6795
0.253
0.2488
0.6181
coupling_isolation
1
cfir_train_0113
0.2356
0.5313
0.2315
0.5099
adaptive_sequence
0
cfir_train_0114
0.3896
0.9207
0.3146
0.8325
coupling_isolation
1
cfir_train_0115
0.2087
0.5707
0.2145
0.5357
lag_reduction
0
cfir_train_0116
0.638
0.3849
0.7957
0.7385
buffer_expansion
1
cfir_train_0117
0.6326
0.7183
0.8583
0.8221
adaptive_sequence
0
cfir_train_0118
0.2693
0.427
0.5107
0.3016
lag_reduction
1
cfir_train_0119
0.41
0.8931
0.95
0.1339
buffer_expansion
1
cfir_train_0120
0.5574
0.511
0.4702
0.7214
buffer_expansion
1
cfir_train_0121
0.1558
0.7031
0.4429
0.7634
buffer_expansion
0
cfir_train_0122
0.1118
0.5561
0.4866
0.6719
lag_reduction
1
cfir_train_0123
0.9238
0.3878
0.6888
0.6524
lag_reduction
0
cfir_train_0124
0.9021
0.8544
0.5042
0.1396
buffer_expansion
0
cfir_train_0125
0.2639
0.1957
0.2381
0.4901
pressure_relief
0
cfir_train_0126
0.6974
0.3761
0.3137
0.2026
buffer_expansion
1
cfir_train_0127
0.8592
0.6988
0.4666
0.6556
pressure_relief
0
cfir_train_0128
0.41
0.8931
0.8859
0.1339
lag_reduction
1
cfir_train_0129
0.2266
0.3258
0.1611
0.1507
pressure_relief
1
cfir_train_0130
0.2841
0.6155
0.5007
0.5094
adaptive_sequence
0
cfir_train_0131
0.8643
0.3822
0.1853
0.8183
buffer_expansion
1
cfir_train_0132
0.1235
0.8455
0.3539
0.5935
coupling_isolation
1
cfir_train_0133
0.7693
0.2319
0.8413
0.8298
lag_reduction
1
cfir_train_0134
0.6921
0.7209
0.7659
0.6249
pressure_relief
1
cfir_train_0135
0.73
0.4364
0.1069
0.8353
buffer_expansion
1
cfir_train_0136
0.907
0.692
0.5592
0.5992
pressure_relief
1
cfir_train_0137
0.9034
0.7915
0.6102
0.4866
coupling_isolation
1
cfir_train_0138
0.9413
0.1871
0.8056
0.7386
coupling_isolation
0
cfir_train_0139
0.42
0.7413
0.5754
0.8219
adaptive_sequence
0
cfir_train_0140
0.7473
0.6748
0.516
0.5908
coupling_isolation
0
cfir_train_0141
0.3857
0.6773
0.4437
0.3163
coupling_isolation
1
cfir_train_0142
0.2615
0.795
0.7348
0.7412
buffer_expansion
0
cfir_train_0143
0.3133
0.8157
0.6265
0.8357
coupling_isolation
0
cfir_train_0144
0.2445
0.659
0.5745
0.3133
lag_reduction
0
cfir_train_0145
0.1022
0.7171
0.8119
0.5197
lag_reduction
1
cfir_train_0146
0.5975
0.6396
0.5684
0.1776
coupling_isolation
0
cfir_train_0147
0.5612
0.4534
0.2758
0.4571
coupling_isolation
1
cfir_train_0148
0.2048
0.8157
0.6265
0.8357
adaptive_sequence
0
cfir_train_0149
0.5792
0.3583
0.6293
0.5742
pressure_relief
0
cfir_train_0150
0.7498
0.6154
0.7721
0.2393
adaptive_sequence
0
cfir_train_0151
0.6915
0.4949
0.5738
0.8798
buffer_expansion
1
cfir_train_0152
0.5586
0.2956
0.2872
0.1603
pressure_relief
1
cfir_train_0153
0.6974
0.2845
0.3137
0.2026
adaptive_sequence
1
cfir_train_0154
0.5617
0.8614
0.4354
0.3934
pressure_relief
0
cfir_train_0155
0.7733
0.4588
0.154
0.4244
adaptive_sequence
1
cfir_train_0156
0.2266
0.3258
0.2807
0.1507
coupling_isolation
0
cfir_train_0157
0.8718
0.419
0.9003
0.2686
lag_reduction
1
cfir_train_0158
0.5585
0.7618
0.5508
0.1005
pressure_relief
1
cfir_train_0159
0.6175
0.3034
0.2346
0.5682
buffer_expansion
1
cfir_train_0160
0.2217
0.492
0.3159
0.317
lag_reduction
1
cfir_train_0161
0.2987
0.1837
0.8516
0.5772
coupling_isolation
0
cfir_train_0162
0.5005
0.6292
0.5237
0.4757
coupling_isolation
1
cfir_train_0163
0.4085
0.95
0.7858
0.3035
coupling_isolation
1
cfir_train_0164
0.78
0.7278
0.502
0.1633
coupling_isolation
0
cfir_train_0165
0.923
0.8446
0.8006
0.1779
adaptive_sequence
1
cfir_train_0166
0.2125
0.8952
0.5854
0.4314
pressure_relief
1
cfir_train_0167
0.6454
0.517
0.243
0.7757
adaptive_sequence
0
cfir_train_0168
0.3667
0.2472
0.8753
0.391
adaptive_sequence
0
cfir_train_0169
0.1393
0.9363
0.6196
0.8039
buffer_expansion
1
cfir_train_0170
0.9136
0.3861
0.1186
0.1822
adaptive_sequence
1
cfir_train_0171
0.6709
0.4174
0.8647
0.4838
pressure_relief
1
cfir_train_0172
0.6367
0.7769
0.6027
0.3992
coupling_isolation
0
cfir_train_0173
0.6674
0.9397
0.6061
0.9075
adaptive_sequence
1
cfir_train_0174
0.9128
0.2144
0.524
0.5508
adaptive_sequence
0
cfir_train_0175
0.2344
0.1581
0.7138
0.7117
adaptive_sequence
1
cfir_train_0176
0.4924
0.1427
0.4691
0.2799
coupling_isolation
1
cfir_train_0177
0.7957
0.6215
0.6463
0.1223
buffer_expansion
0
cfir_train_0178
0.8912
0.8452
0.6525
0.7727
coupling_isolation
0
cfir_train_0179
0.4286
0.1761
0.5864
0.9202
coupling_isolation
0
cfir_train_0180
0.8993
0.6757
0.8674
0.6232
adaptive_sequence
0
cfir_train_0181
0.1672
0.8828
0.8786
0.2321
coupling_isolation
0
cfir_train_0182
0.9391
0.79
0.9387
0.2217
pressure_relief
0
cfir_train_0183
0.2591
0.4002
0.8509
0.1295
adaptive_sequence
0
cfir_train_0184
0.8053
0.5246
0.5984
0.7911
adaptive_sequence
0
cfir_train_0185
0.8293
0.9377
0.6774
0.105
buffer_expansion
0
cfir_train_0186
0.835
0.8671
0.2399
0.1018
coupling_isolation
1
cfir_train_0187
0.6646
0.3807
0.4222
0.8208
buffer_expansion
1
cfir_train_0188
0.9298
0.7892
0.8492
0.1211
buffer_expansion
0
cfir_train_0189
0.6921
0.7209
0.7659
0.7003
pressure_relief
1
cfir_train_0190
0.2816
0.5022
0.866
0.7766
lag_reduction
1
cfir_train_0191
0.7843
0.441
0.1563
0.8762
coupling_isolation
1
cfir_train_0192
0.1235
0.8455
0.2901
0.5935
lag_reduction
1
cfir_train_0193
0.53
0.2126
0.3967
0.1585
lag_reduction
1
cfir_train_0194
0.1098
0.7126
0.6795
0.5564
pressure_relief
1
cfir_train_0195
0.9048
0.2404
0.5485
0.6156
lag_reduction
1
cfir_train_0196
0.653
0.1318
0.8451
0.3174
pressure_relief
0
cfir_train_0197
0.7498
0.6154
0.7721
0.3444
adaptive_sequence
0
cfir_train_0198
0.9474
0.4767
0.8321
0.5678
coupling_isolation
1
cfir_train_0199
0.4327
0.8815
0.5515
0.1483
buffer_expansion
1
cfir_train_0200
0.419
0.8045
0.7704
0.5913
coupling_isolation
0