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standard
large_stringclasses
9 values
wall_thickness_mm
float64
8
28
utilisation
float64
0.16
8.71
governing_check
large_stringclasses
4 values
safe
bool
2 classes
check_pressure_containment
float64
0.16
0.63
check_collapse
float64
0.01
2.55
check_propagation_buckling
float64
0.38
8.71
check_combined_loading
float64
0.13
1.56
od_mm
float64
324
324
grade
large_stringclasses
1 value
check_burst
float64
0.15
1.26
check_propagation
float64
0.41
8.38
check_hoop
float64
0.18
0.72
check_hoop_stress
float64
0.18
0.63
DNV-ST-F101
8
8.7056
propagation_buckling
false
0.5965
2.0399
8.7056
1.5587
323.9
X65
null
null
null
null
DNV-ST-F101
8.5
7.4812
propagation_buckling
false
0.5606
1.7103
7.4812
1.3069
323.9
X65
null
null
null
null
DNV-ST-F101
9
6.4851
propagation_buckling
false
0.5288
1.4498
6.4851
1.1078
323.9
X65
null
null
null
null
DNV-ST-F101
9.5
5.6652
propagation_buckling
false
0.5002
1.2413
5.6652
0.9485
323.9
X65
null
null
null
null
DNV-ST-F101
10
4.9834
propagation_buckling
false
0.4746
1.0726
4.9834
0.8196
323.9
X65
null
null
null
null
DNV-ST-F101
10.5
4.4111
propagation_buckling
false
0.4513
0.9349
4.4111
0.7144
323.9
X65
null
null
null
null
DNV-ST-F101
11
3.9268
propagation_buckling
false
0.4302
0.8216
3.9268
0.6278
323.9
X65
null
null
null
null
DNV-ST-F101
11.5
3.5138
propagation_buckling
false
0.411
0.7278
3.5138
0.5562
323.9
X65
null
null
null
null
DNV-ST-F101
12
3.1591
propagation_buckling
false
0.3933
0.6499
3.1591
0.4966
323.9
X65
null
null
null
null
DNV-ST-F101
12.5
2.8526
propagation_buckling
false
0.377
0.5848
2.8526
0.4469
323.9
X65
null
null
null
null
DNV-ST-F101
13
2.5862
propagation_buckling
false
0.362
0.5305
2.5862
0.4054
323.9
X65
null
null
null
null
DNV-ST-F101
13.5
2.3534
propagation_buckling
false
0.3481
0.4852
2.3534
0.3707
323.9
X65
null
null
null
null
DNV-ST-F101
14
2.1488
propagation_buckling
false
0.3352
0.4473
2.1488
0.3418
323.9
X65
null
null
null
null
DNV-ST-F101
14.5
1.9683
propagation_buckling
false
0.3232
0.4156
1.9683
0.3176
323.9
X65
null
null
null
null
DNV-ST-F101
15
1.8084
propagation_buckling
false
0.312
0.389
1.8084
0.2972
323.9
X65
null
null
null
null
DNV-ST-F101
15.5
1.6661
propagation_buckling
false
0.3015
0.3665
1.6661
0.2801
323.9
X65
null
null
null
null
DNV-ST-F101
16
1.5389
propagation_buckling
false
0.2917
0.3473
1.5389
0.2654
323.9
X65
null
null
null
null
DNV-ST-F101
16.5
1.425
propagation_buckling
false
0.2824
0.3308
1.425
0.2528
323.9
X65
null
null
null
null
DNV-ST-F101
17
1.3225
propagation_buckling
false
0.2737
0.3163
1.3225
0.2417
323.9
X65
null
null
null
null
DNV-ST-F101
17.5
1.2301
propagation_buckling
false
0.2655
0.3035
1.2301
0.2319
323.9
X65
null
null
null
null
DNV-ST-F101
18
1.1464
propagation_buckling
false
0.2578
0.292
1.1464
0.2232
323.9
X65
null
null
null
null
DNV-ST-F101
18.5
1.0705
propagation_buckling
false
0.2505
0.2817
1.0705
0.2152
323.9
X65
null
null
null
null
DNV-ST-F101
19
1.0015
propagation_buckling
false
0.2435
0.2723
1.0015
0.208
323.9
X65
null
null
null
null
DNV-ST-F101
19.5
0.9385
propagation_buckling
true
0.237
0.2636
0.9385
0.2014
323.9
X65
null
null
null
null
DNV-ST-F101
20
0.8809
propagation_buckling
true
0.2307
0.2556
0.8809
0.1953
323.9
X65
null
null
null
null
DNV-ST-F101
20.5
0.8282
propagation_buckling
true
0.2247
0.2482
0.8282
0.1896
323.9
X65
null
null
null
null
DNV-ST-F101
21
0.7798
propagation_buckling
true
0.2191
0.2413
0.7798
0.1843
323.9
X65
null
null
null
null
DNV-ST-F101
21.5
0.7352
propagation_buckling
true
0.2137
0.2348
0.7352
0.1794
323.9
X65
null
null
null
null
DNV-ST-F101
22
0.6942
propagation_buckling
true
0.2085
0.2287
0.6942
0.1747
323.9
X65
null
null
null
null
DNV-ST-F101
22.5
0.6562
propagation_buckling
true
0.2036
0.2229
0.6562
0.1703
323.9
X65
null
null
null
null
DNV-ST-F101
23
0.6212
propagation_buckling
true
0.1989
0.2175
0.6212
0.1662
323.9
X65
null
null
null
null
DNV-ST-F101
23.5
0.5886
propagation_buckling
true
0.1944
0.2124
0.5886
0.1623
323.9
X65
null
null
null
null
DNV-ST-F101
24
0.5585
propagation_buckling
true
0.1901
0.2075
0.5585
0.1585
323.9
X65
null
null
null
null
DNV-ST-F101
24.5
0.5304
propagation_buckling
true
0.1859
0.2028
0.5304
0.155
323.9
X65
null
null
null
null
DNV-ST-F101
25
0.5043
propagation_buckling
true
0.1819
0.1984
0.5043
0.1516
323.9
X65
null
null
null
null
DNV-ST-F101
25.5
0.4799
propagation_buckling
true
0.1781
0.1942
0.4799
0.1484
323.9
X65
null
null
null
null
DNV-ST-F101
26
0.4572
propagation_buckling
true
0.1744
0.1901
0.4572
0.1453
323.9
X65
null
null
null
null
DNV-ST-F101
26.5
0.4359
propagation_buckling
true
0.1709
0.1863
0.4359
0.1423
323.9
X65
null
null
null
null
DNV-ST-F101
27
0.416
propagation_buckling
true
0.1675
0.1826
0.416
0.1395
323.9
X65
null
null
null
null
DNV-ST-F101
27.5
0.3974
propagation_buckling
true
0.1642
0.179
0.3974
0.1368
323.9
X65
null
null
null
null
DNV-ST-F101
28
0.3799
propagation_buckling
true
0.161
0.1756
0.3799
0.1342
323.9
X65
null
null
null
null
DNV-ST-F201
8
0.5965
pressure_containment
true
0.5965
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
8.5
0.5606
pressure_containment
true
0.5606
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
9
0.5288
pressure_containment
true
0.5288
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
9.5
0.5002
pressure_containment
true
0.5002
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
10
0.4746
pressure_containment
true
0.4746
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
10.5
0.4513
pressure_containment
true
0.4513
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
11
0.4302
pressure_containment
true
0.4302
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
11.5
0.411
pressure_containment
true
0.411
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
12
0.3933
pressure_containment
true
0.3933
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
12.5
0.377
pressure_containment
true
0.377
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
13
0.362
pressure_containment
true
0.362
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
13.5
0.3481
pressure_containment
true
0.3481
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
14
0.3352
pressure_containment
true
0.3352
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
14.5
0.3232
pressure_containment
true
0.3232
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
15
0.312
pressure_containment
true
0.312
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
15.5
0.3015
pressure_containment
true
0.3015
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
16
0.2917
pressure_containment
true
0.2917
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
16.5
0.2824
pressure_containment
true
0.2824
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
17
0.2737
pressure_containment
true
0.2737
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
17.5
0.2655
pressure_containment
true
0.2655
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
18
0.2578
pressure_containment
true
0.2578
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
18.5
0.2505
pressure_containment
true
0.2505
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
19
0.2435
pressure_containment
true
0.2435
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
19.5
0.237
pressure_containment
true
0.237
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
20
0.2307
pressure_containment
true
0.2307
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
20.5
0.2247
pressure_containment
true
0.2247
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
21
0.2191
pressure_containment
true
0.2191
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
21.5
0.2137
pressure_containment
true
0.2137
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
22
0.2085
pressure_containment
true
0.2085
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
22.5
0.2036
pressure_containment
true
0.2036
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
23
0.1989
pressure_containment
true
0.1989
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
23.5
0.1944
pressure_containment
true
0.1944
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
24
0.1901
pressure_containment
true
0.1901
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
24.5
0.1859
pressure_containment
true
0.1859
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
25
0.1819
pressure_containment
true
0.1819
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
25.5
0.1781
pressure_containment
true
0.1781
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
26
0.1744
pressure_containment
true
0.1744
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
26.5
0.1709
pressure_containment
true
0.1709
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
27
0.1675
pressure_containment
true
0.1675
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
27.5
0.1642
pressure_containment
true
0.1642
null
null
null
323.9
X65
null
null
null
null
DNV-ST-F201
28
0.161
pressure_containment
true
0.161
null
null
null
323.9
X65
null
null
null
null
API-RP-1111
8
8.3751
propagation
false
null
1.909
null
null
323.9
X65
0.6225
8.3751
null
null
API-RP-1111
8.5
7.2411
propagation
false
null
1.6106
null
null
323.9
X65
0.585
7.2411
null
null
API-RP-1111
9
6.3128
propagation
false
null
1.3756
null
null
323.9
X65
0.5516
6.3128
null
null
API-RP-1111
9.5
5.5446
propagation
false
null
1.1883
null
null
323.9
X65
0.5217
5.5446
null
null
API-RP-1111
10
4.9024
propagation
false
null
1.0372
null
null
323.9
X65
0.4949
4.9024
null
null
API-RP-1111
10.5
4.3607
propagation
false
null
0.9142
null
null
323.9
X65
0.4705
4.3607
null
null
API-RP-1111
11
3.9
propagation
false
null
0.8129
null
null
323.9
X65
0.4484
3.9
null
null
API-RP-1111
11.5
3.5054
propagation
false
null
0.7289
null
null
323.9
X65
0.4283
3.5054
null
null
API-RP-1111
12
3.165
propagation
false
null
0.6586
null
null
323.9
X65
0.4098
3.165
null
null
API-RP-1111
12.5
2.8696
propagation
false
null
0.5993
null
null
323.9
X65
0.3927
2.8696
null
null
API-RP-1111
13
2.6118
propagation
false
null
0.549
null
null
323.9
X65
0.377
2.6118
null
null
API-RP-1111
13.5
2.3856
propagation
false
null
0.506
null
null
323.9
X65
0.3625
2.3856
null
null
API-RP-1111
14
2.1862
propagation
false
null
0.469
null
null
323.9
X65
0.349
2.1862
null
null
API-RP-1111
14.5
2.0097
propagation
false
null
0.4369
null
null
323.9
X65
0.3364
2.0097
null
null
API-RP-1111
15
1.8526
propagation
false
null
0.409
null
null
323.9
X65
0.3246
1.8526
null
null
API-RP-1111
15.5
1.7124
propagation
false
null
0.3845
null
null
323.9
X65
0.3137
1.7124
null
null
API-RP-1111
16
1.5868
propagation
false
null
0.3629
null
null
323.9
X65
0.3034
1.5868
null
null
API-RP-1111
16.5
1.4738
propagation
false
null
0.3438
null
null
323.9
X65
0.2937
1.4738
null
null
End of preview. Expand in Data Studio

digitalmodel — Pipeline & Riser Integrity

Analysis/computation results published for query + visualization via the Hugging Face datasets-server API. Generated by scripts/hf/save_results_to_hf.py.

Tables

config rows cols
wall_thickness 369 15
wall_thickness_tension_moment 354609 16

Data-quality notes

Own computed analysis from the digitalmodel wall-thickness solver, reshaped to tidy rows by scripts/hf/build_capability_datasets.py. Reference pipe geometry only (323.9 mm OD, X65) - no client or project-specific data. wall_thickness: the original pressure-only sweep; per-check columns are sparse BY DESIGN because codes do not share a check set, so a null means the code defines no such check. wall_thickness_tension_moment (#1915): the same pipe swept over wall thickness x effective tension x bending moment across all nine codes, 354,609 rows; load ranges derived from capacity at the 18 mm mid-range wall (T_max = 0.6T_y = 4.6498 MN, M_max = 0.6M_y = 355.59 kN.m). It exists because the pressure-only sweep left the API-STD-2RD combined check at 0.0 everywhere; over these axes it spans 0 to 3.88 and GOVERNS at 30,855 points. Utilisation above 1.0 is retained deliberately. Screening only.

Provenance

  • Source repo: vamseeachanta/digitalmodel · algorithm: wall_thickness_screening+tension_moment_study

  • Schema version: 1.0.0

  • Source snapshots (sha256):

  • wall_thickness.json — sha256 8303ff5fdd91f15a…

  • wall_thickness_tension_moment.json — sha256 f86193595d099087…

Nulls are genuine missing values (non-finite floats were coerced to null). Load a table: pandas.read_parquet(hf_hub_download("aceengineer/digitalmodel-integrity", "<config>.parquet", repo_type="dataset")).

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