Application of USCCD on Girth Weld Defect Detection of Oil Pipelines
Abstract
:1. Introduction
2. Setup and Execution of Pull Tests
2.1. Ultrasonic Measurement Tool
2.2. Description of Test Coupons Used
2.3. Description of Pull Testing
3. USCCD Pull Test Results for GW Circumferential Crack-Like Defects
3.1. POD (Probability of Detection) and POI (Probability of Identification)
3.1.1. Depth Sizing Accuracy
3.1.2. Length Sizing Accuracy
4. Real Operational Run & Excavation Results and Analysis
- (1)
- Five features were found to be weld repairs;
- (2)
- One feature was found to be a linear imperfection (inclusion);
- (3)
- One feature was found to be an inclusion;
- (4)
- One feature was found to be a scratch;
- (5)
- One feature was found to be an indent of the weld cap;
- (6)
- One feature was not found in the field.
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
Appendix A
No. | Length [mm] | Width [mm] | Depth [mm] | Relative Position | Radial Position | Coupon No. | Comment | Detected |
---|---|---|---|---|---|---|---|---|
P1 | 40 | 0.8 | 1 | at gw | ext | 1 | USCCD * | |
P2 | 40 | 0.8 | 2 | at gw | ext | 1 | USCCD * | |
P3 | 40 | 0.8 | 4 | at gw | ext | 1 | USCCD | |
P4 | 40 | 0.8 | 1 | in gw | ext | 1 | USCCD * | |
P5 | 40 | 0.8 | 2 | in gw | ext | 1 | USCCD * | |
P6 | 40 | 0.8 | 4 | in gw | ext | 1 | USCCD | |
P7 | 40 | 0.8 | 1 | at gw | int | 1 | ||
P8 | 40 | 0.8 | 2 | at gw | int | 1 | USCCD | |
P9 | 40 | 0.8 | 4 | at gw | int | 1 | USCCD | |
P10 | 50 | 0.8 | 1 | at gw | ext | 2 | USCCD * | |
P11 | 50 | 0.8 | 2 | at gw | ext | 2 | USCCD * | |
P12 | 50 | 0.8 | 4 | at gw | ext | 2 | USCCD | |
P13 | 50 | 0.8 | 1 | in gw | ext | 2 | USCCD * | |
P14 | 50 | 0.8 | 2 | in gw | ext | 2 | USCCD * | |
P15 | 50 | 0.8 | 4 | in gw | ext | 2 | USCCD | |
P16 | 50 | 0.8 | 1 | at gw | int | 2 | ||
P17 | 50 | 0.8 | 2 | at gw | int | 2 | USCCD * | |
P18 | 50 | 0.8 | 4 | at gw | int | 2 | USCCD | |
P19 | 40 | 0.8 | 1 | at gw | ext | 3 | 2 mm misalign | |
P20 | 40 | 0.8 | 2 | at gw | ext | 3 | 2 mm misalign | USCCD * |
P21 | 40 | 0.8 | 4 | at gw | ext | 3 | 2 mm misalign | USCCD |
P22 | 40 | 0.8 | 1 | in gw | ext | 3 | 2 mm misalign | USCCD * |
P23 | 40 | 0.8 | 2 | in gw | ext | 3 | 2 mm misalign | USCCD * |
P24 | 40 | 0.8 | 4 | in gw | ext | 3 | 2 mm misalign | USCCD |
P25 | 40 | 0.8 | 1 | at gw | int | 3 | 2 mm misalign | USCCD * |
P26 | 40 | 0.8 | 2 | at gw | int | 3 | 2 mm misalign | USCCD * |
P27 | 40 | 0.8 | 4 | at gw | int | 3 | 2 mm misalign | USCCD |
P28 | 50 | 0.8 | 1 | at gw | ext | 4 | 2 mm misalign | USCCD |
P29 | 50 | 0.8 | 2 | at gw | ext | 4 | 2 mm misalign | USCCD * |
P30 | 50 | 0.8 | 4 | at gw | ext | 4 | 2 mm misalign | USCCD |
P31 | 50 | 0.8 | 1 | in gw | ext | 4 | 2 mm misalign | USCCD * |
P32 | 50 | 0.8 | 2 | in gw | ext | 4 | 2 mm misalign | USCCD * |
P33 | 50 | 0.8 | 4 | in gw | ext | 4 | 2 mm misalign | USCCD |
P34 | 50 | 0.8 | 1 | at gw | int | 4 | 2 mm misalign | USCCD |
P35 | 50 | 0.8 | 2 | at gw | int | 4 | 2 mm misalign | USCCD * |
P36 | 50 | 0.8 | 4 | at gw | int | 4 | 2 mm misalign | USCCD |
P37 | 40 | 0.8 | 1 | at gw | ext | 5 | 4 mm misalign | USCCD * |
P38 | 40 | 0.8 | 2 | at gw | ext | 5 | 4 mm misalign | USCCD * |
P39 | 40 | 0.8 | 4 | at gw | ext | 5 | 4 mm misalign | USCCD |
P40 | 40 | 0.8 | 1 | in gw | ext | 5 | 4 mm misalign | USCCD * |
P41 | 40 | 0.8 | 2 | in gw | ext | 5 | 4 mm misalign | USCCD * |
P42 | 40 | 0.8 | 4 | in gw | ext | 5 | 4 mm misalign | USCCD |
P43 | 40 | 0.8 | 1 | at gw | int | 5 | 4 mm misalign | USCCD * |
P44 | 40 | 0.8 | 2 | at gw | int | 5 | 4 mm misalign | USCCD |
P45 | 40 | 0.8 | 4 | at gw | int | 5 | 4 mm misalign | USCCD |
P46 | 50 | 0.8 | 1 | at gw | ext | 6 | 4 mm misalign | |
P47 | 50 | 0.8 | 2 | at gw | ext | 6 | 4 mm misalign | USCCD * |
P48 | 50 | 0.8 | 4 | at gw | ext | 6 | 4 mm misalign | USCCD |
P49 | 50 | 0.8 | 1 | in gw | ext | 6 | 4 mm misalign | |
P50 | 50 | 0.8 | 2 | in gw | ext | 6 | 4 mm misalign | USCCD * |
P51 | 50 | 0.8 | 4 | in gw | ext | 6 | 4 mm misalign | USCCD |
P52 | 50 | 0.8 | 1 | at gw | int | 6 | 4 mm misalign | USCCD * |
P53 | 50 | 0.8 | 2 | at gw | int | 6 | 4 mm misalign | USCCD * |
P54 | 50 | 0.8 | 4 | at gw | int | 6 | 4 mm misalign | USCCD |
P55 | 40 | 0.8 | 1 | at gw | ext | 7 | 2mm weld bead | USCCD |
P56 | 40 | 0.8 | 2 | at gw | ext | 7 | 2mm weld bead | USCCD * |
P57 | 40 | 0.8 | 4 | at gw | ext | 7 | 2mm weld bead | USCCD |
P58 | 40 | 0.8 | 1 | in gw | ext | 7 | 2mm weld bead | USCCD * |
P59 | 40 | 0.8 | 2 | in gw | ext | 7 | 2mm weld bead | USCCD * |
P60 | 40 | 0.8 | 4 | in gw | ext | 7 | 2mm weld bead | USCCD |
P61 | 40 | 0.8 | 1 | at gw | int | 7 | 2mm weld bead | USCCD |
P62 | 40 | 0.8 | 2 | at gw | int | 7 | 2mm weld bead | USCCD |
P63 | 40 | 0.8 | 4 | at gw | int | 7 | 2mm weld bead | USCCD |
P64 | 50 | 0.8 | 1 | at gw | ext | 8 | 2mm weld bead | |
P65 | 50 | 0.8 | 2 | at gw | ext | 8 | 2mm weld bead | USCCD * |
P66 | 50 | 0.8 | 4 | at gw | ext | 8 | 2mm weld bead | USCCD |
P67 | 50 | 0.8 | 1 | in gw | ext | 8 | 2mm weld bead | USCCD * |
P68 | 50 | 0.8 | 2 | in gw | ext | 8 | 2mm weld bead | USCCD * |
P69 | 50 | 0.8 | 4 | in gw | ext | 8 | 2mm weld bead | USCCD |
P70 | 50 | 0.8 | 1 | at gw | int | 8 | 2mm weld bead | USCCD * |
P71 | 50 | 0.8 | 2 | at gw | int | 8 | 2mm weld bead | USCCD * |
P72 | 50 | 0.8 | 4 | at gw | int | 8 | 2mm weld bead | USCCD |
P73 | 40 | 0.8 | 1 | at gw | ext | 9 | 5mm weld bead | USCCD |
P74 | 40 | 0.8 | 2 | at gw | ext | 9 | 5mm weld bead | USCCD * |
P75 | 40 | 0.8 | 4 | at gw | ext | 9 | 5mm weld bead | USCCD |
P76 | 40 | 0.8 | 1 | in gw | ext | 9 | 5mm weld bead | USCCD * |
P77 | 40 | 0.8 | 2 | in gw | ext | 9 | 5mm weld bead | USCCD * |
P78 | 40 | 0.8 | 4 | in gw | ext | 9 | 5mm weld bead | USCCD |
P79 | 40 | 0.8 | 1 | at gw | int | 9 | 5mm weld bead | USCCD |
P80 | 40 | 0.8 | 2 | at gw | int | 9 | 5mm weld bead | USCCD |
P81 | 40 | 0.8 | 4 | at gw | int | 9 | 5mm weld bead | USCCD |
P82 | 50 | 0.8 | 1 | at gw | ext | 10 | 5mm weld bead | USCCD |
P83 | 50 | 0.8 | 2 | at gw | ext | 10 | 5mm weld bead | USCCD * |
P84 | 50 | 0.8 | 4 | at gw | ext | 10 | 5mm weld bead | USCCD |
P85 | 50 | 0.8 | 1 | in gw | ext | 10 | 5mm weld bead | USCCD * |
P86 | 50 | 0.8 | 2 | in gw | ext | 10 | 5mm weld bead | USCCD * |
P87 | 50 | 0.8 | 4 | in gw | ext | 10 | 5mm weld bead | USCCD |
P88 | 50 | 0.8 | 1 | at gw | int | 10 | 5mm weld bead | USCCD |
P89 | 50 | 0.8 | 2 | at gw | int | 10 | 5mm weld bead | USCCD * |
P90 | 50 | 0.8 | 4 | at gw | int | 10 | 5mm weld bead | USCCD |
P91 | 40 | 0.8 | 1 | at gw | ext | 11 | wt-change | USCCD * |
P92 | 40 | 0.8 | 2 | at gw | ext | 11 | wt-change | USCCD * |
P93 | 40 | 0.8 | 4 | at gw | ext | 11 | wt-change | USCCD |
P94 | 40 | 0.8 | 1 | in gw | ext | 11 | wt-change | USCCD * |
P95 | 40 | 0.8 | 2 | in gw | ext | 11 | wt-change | USCCD * |
P96 | 40 | 0.8 | 4 | in gw | ext | 11 | wt-change | USCCD |
P97 | 50 | 0.8 | 1 | at gw | ext | 12 | wt-change | USCCD * |
P98 | 50 | 0.8 | 2 | at gw | ext | 12 | wt-change | USCCD * |
P99 | 50 | 0.8 | 4 | at gw | ext | 12 | wt-change | USCCD |
P100 | 50 | 0.8 | 1 | in gw | ext | 12 | wt-change | USCCD * |
P101 | 50 | 0.8 | 2 | in gw | ext | 12 | wt-change | USCCD * |
P102 | 50 | 0.8 | 4 | in gw | ext | 12 | wt-change | USCCD |
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Defect Group | Total # of Defects | # of Defects Detected | POD | POD Interval @95% Confidence Level |
---|---|---|---|---|
Defect in weld | 36 | 35 | 97.2% | 85–99% |
Defect at weld | 66 | 61 | 92.4% | 82–99% |
Total | 102 | 96 | 94.1% | 84–99% |
Total # of Defects | # of Test Defects with Depth <2.5 mm | # of Defects with Depth ≥2.5 mm | Correctly Classified in Depth Class <2.5 mm | Correctly Classified in Depth Class ≥2.5 mm | |
---|---|---|---|---|---|
in weld ext. | 35 | 23 | 12 | 0 | 12 |
in weld int. | - | - | - | - | - |
Total | 35 | 23 | 12 | 0 | 12 |
Defect group | # of correct depth sizing | rate of correct depth sizing | |||
in weld ext. | 12 | 34.3% | |||
in weld int. | - | - | |||
Total | 12 | 34.3% |
Total # of Defects | # of Test Defects with Depth <2.5 mm | # of Defects with Depth ≥2.5 mm | Correctly Classified in Depth Class <2.5 mm | Correctly Classified in Depth Class ≥2.5 mm | |
---|---|---|---|---|---|
at weld ext. | 33 | 21 | 12 | 4 | 12 |
at weld int. | 28 | 18 | 10 | 8 | 10 |
Total | 61 | 39 | 22 | 12 | 22 |
Defect group | # of correct depth sizing | rate of correct depth sizing | |||
at weld ext. | 16 | 48.5% | |||
at weld int. | 18 | 64.3% | |||
Total | 34 | 55.7% |
Total # of Defects | within ±15 mm Tolerance | within ±18 mm Tolerance | |||||
---|---|---|---|---|---|---|---|
# | Rate of Correct Length Sizing | Certainty Interval @ 95% Confidence Level | # | Rate of Correct Length Sizing | Certainty Interval @ 95% Confidence Level | ||
in weld, ext. & int. | 35 | 32 | 91.4% | 76–98% | 32 | 91.4% | 76–98% |
Total # of Defects | within ±15 mm Tolerance | within ±18 mm Tolerance | |||||
---|---|---|---|---|---|---|---|
# | Rate of Correct Length Sizing | Certainty Interval @ 95% Confidence Level | # | Rate of Correct Length Sizing | Certainty Interval @ 95% Confidence Level | ||
at weld, ext. & int. | 61 | 54 | 88.5% | 76–96% | 60 | 98.4% | 90–100% |
GW | Feature Type | Orientation [o’clock] | Depth [mm] | Length [mm] | Method | ||||
---|---|---|---|---|---|---|---|---|---|
Field | ILI | Field | ILI | Field | ILI | Field | ILI | Field | |
7050 | Repair Welding | External Linear Indication | 2:00–3:00 | 2:45 | >2.5 | 60 | 91 | Visual | |
Repair Welding | 6:00–7:00 | 70 | Visual | ||||||
Linear Imperfection (undercut) | 2:00–5:00 | 0.6 | 392 | TOFD | |||||
Inclusion | 0:00–2:00 | TOFD | |||||||
Inclusion | 1:00–2:00 | 12.4 | direct ultrasonic wave pulse reflection | ||||||
Lack of Fusion | 2:00–4:00 | 14.2~14.9 | 360 | direct ultrasonic wave pulse reflection | |||||
18540 | Repair Welding | External Linear Indication | 5:00–7:00 | 6:25 | >2.5 | 260 | 108 | Visual | |
Linear imperfection | 7:00–8:00 | 0.8 | 186 | TOFD | |||||
Linear imperfection | 11:00–12:00 | 0.4 | 135 | TOFD | |||||
18560 | Repair Welding | External Linear Indication | 4:00–5:00 | 3:25 | >2.5 | 205 | 192 | Visual | |
Linear imperfection | 5:00–7:00 | 1.4 | 510 | TOFD | |||||
Linear imperfection | 9:00–10:00 | 0.6 | 150 | TOFD | |||||
Linear | 4:00–5:00 | 13-14 | 90 | direct ultrasonic wave pulse reflection | |||||
Linear | 6:00 | 13 | 110 | direct ultrasonic wave pulse reflection | |||||
Linear | 10:00–11:00 | 14 | 110 | direct ultrasonic wave pulse reflection | |||||
18590 | Repair Welding | External Linear Indication | 4:00 | 4:15 | >2.5 | 200 | 174 | Visual | |
Linear imperfection | 4:30 | 0.8 | 46 | TOFD | |||||
Linear imperfection | 6:00–7:30 | 1.7 | 312 | TOFD | |||||
26220 | Repair Welding | External Linear Indication | 2:00~4:00 | 4:30 | <2.5 | 230 | 133 | Visual | |
Repair Welding | 6:00~7:00 | 70 | Visual | ||||||
Undercut | 4:00–5:00 | 40 | TOFD |
GW | Feature Type | Orientation [o’clock] | Depth [mm] | Length [mm] | ||||
---|---|---|---|---|---|---|---|---|
Field | ILI | Field | ILI | Field | ILI | Field | ILI | |
10340 | Mid-wall inclusion | Internal Linear Indication | 11:16 | 3.3 | <2.5 | 420 | 300 | |
17720 | External gouge | External Linear Indication | 11:14 | 2.5 | >2.5 | 120 | 81 | |
27640 | Nothing found | Internal Linear Indication | 4:56 | >2.5 | 74 | |||
66850 | Inclusion | External Linear Indication | 7:00 | 6:58 | <2.5 | 17 | 64 | |
Indent in weld cap | 6:20–9:15 | 1.6 | 630 | |||||
67020 | Indent in weld cap | External Linear Indication | 6:00–7:10 | 6:46 | 1.0 | >2.5 | 220 | 103 |
Indent in weld cap | 7:45–9:00 | 1.3 | 260 | |||||
Misalignment | Full circle | |||||||
Dressing | 6:20 | 1.0 | 40 |
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Dai, L.S.; Feng, Q.S.; Xiang, X.Q.; Sutherland, J.; Wang, T.; Wang, D.P.; Wang, Z.J. Application of USCCD on Girth Weld Defect Detection of Oil Pipelines. Appl. Sci. 2020, 10, 2736. https://doi.org/10.3390/app10082736
Dai LS, Feng QS, Xiang XQ, Sutherland J, Wang T, Wang DP, Wang ZJ. Application of USCCD on Girth Weld Defect Detection of Oil Pipelines. Applied Sciences. 2020; 10(8):2736. https://doi.org/10.3390/app10082736
Chicago/Turabian StyleDai, L. S., Q. S. Feng, X. Q. Xiang, J. Sutherland, T. Wang, D. P. Wang, and Z. J. Wang. 2020. "Application of USCCD on Girth Weld Defect Detection of Oil Pipelines" Applied Sciences 10, no. 8: 2736. https://doi.org/10.3390/app10082736
APA StyleDai, L. S., Feng, Q. S., Xiang, X. Q., Sutherland, J., Wang, T., Wang, D. P., & Wang, Z. J. (2020). Application of USCCD on Girth Weld Defect Detection of Oil Pipelines. Applied Sciences, 10(8), 2736. https://doi.org/10.3390/app10082736