Charles Schneider, TWI, Cambridge, England
Colin Bird, Doosan Babcock , Glasgow,
Scotland
Paper presented at 4th European - American Workshop on
Reliability of NDE, Berlin, Germany, 24-26 June 2009.
Abstract
Many projects and studies have demonstrated that under strict
control a wide range of components can be inspected reliably with
ultrasonic phased array inspection, with better flaw sizing than
conventional manual ultrasonic inspection. Phased array ultrasonic
technology and instruments for non-destructive testing (NDT) are
now widely available in the form of affordable/portable instruments
from a number of manufacturers, as well as in the form of
laboratory based, high performance systems. TWI has conducted a
project, with nine sponsors representing nuclear utilities, oil and
gas companies, military and regulatory authorities, to quantify the
reliability for defect detection and sizing of manually applied
phased array systems for ferritic welds. Five other companies
assisted in the project by providing phased array operators, and a
further company provided conventional manual ultrasonic
operators.
The trial has generated 400 flaw size measurements from 10
phased array operators. The flaws included lack of fusion defects,
cracks and volumetric flaws in butt welds ranging from 6mm to 50mm
in thickness. This paper presents a statistical analysis of the
results for defect sizing with respect to flaw size, flaw
characterisation and operator qualifications. Furthermore this
paper provides strong evidence and recommendations for the
provision of good quality phased array inspections and
operators.
1. Introduction
Phased array ultrasonic technology and instruments for
non-destructive testing (NDT) have entered the second stage of
their development. They are now widely available in the form of
affordable/portable instruments from a number of manufacturers, as
well as in the form of laboratory based, high performance systems.
The cost of the portable equipment has reduced to the level where
the technique is being used for widespread high quality
applications. Projects (eg[1]) on a wide range of components have
demonstrated that qualified phased array inspections can provide
better flaw sizing than conventional manual ultrasonic testing
(UT). This paper aims to provide industry with the objective
technical information about the current standard of inspection
reliability for manually applied phased array inspection.
To provide a base line for comparison with the phased array
results, TWI also subjected the test blocks to manual UT, using
experienced qualified level 2 operators.
This paper is based upon the results of a joint industry project
and was designed to assess manually applied phased array inspection
for flaw sizing. Manually applied techniques were deliberately
chosen to enable a number of companies to take part without the
expense of purpose-built manipulators. Although the techniques were
manually applied, all of the data were recorded by the phased array
systems, except in the case of the GE Phasor, which could not
record data.
2. Project Approach
2.1 Project Outline
Six phased array companies, including TWI, and ten phased array
operators were used for the blind trial. The volunteer companies
were AGR, GE, M2M, Olympus and Sonatest (Harfang) plus five manual
operators (four from British Energy/Oceaneering and one from TWI).
These operators had a range of experience and training in phased
array inspection and data analysis. TWI wrote and provided a
generic inspection procedure to each company and operator. Each
company followed this inspection procedure where possible. Where
this was not possible (eg due to differences between
16-channel and 32-channel instruments), a modified procedure was
applied. The base line procedure was provided in an attempt to
distinguish variations in performance due to the operator and the
type of equipment used from variations due to the procedure.
However, the companies were also offered the opportunity to apply
their own procedures, using separate operators; two of the
volunteer companies chose to do this.
TWI designed and procured eight test blocks containing a broad
spectrum of flaw sizes and types. Neither the operators nor the
sponsor companies had any knowledge of the location, type and size
of the flaws, the number of flaws in each block or the total number
of flaws, ie the trials were 'blind'. The test
blocks were manufactured by joining flat carbon steel plates with
butt welds of various configurations. All plates were in the
as-welded condition, with weld caps intact.
Each operator (phased array and manual) was presented with the
eight test blocks and instructed to scan the blocks to the
procedure and then analyse the data according to the inspection
sensitivity specified in the procedure. The operators were allowed
one week to inspect the test blocks and report the results. The
operators were also briefed that critical flaw sizing was the
primary objective of the trial and that the results were
anonymous.
Following the blind examination of the blocks, they were
re-examined with TOFD and sectioned where necessary to confirm the
true defect sizes. This paper does not discuss the TOFD results.
The results were collated and multivariate statistical analysis
used to establish the factors governing the reliability of defect
sizing.
2.2 Test block design
The eight test blocks were manufactured to contain a total of 40
flaws. The plate thicknesses ranged from 6mm to 50mm. The flaw
types comprised:
- Smooth planar, to simulate lack of side wall fusion.
- Rough planar, to simulate cracks.
- Volumetric, to simulate porosity or slag.
The flaw locations, orientations and sizes comprised:
- Fusion face flaws (referred to in this project as tilted).
- Centre-line flaws (referred to in this project as
non-tilted).
- Surface-breaking and sub-surface flaws.
- Through wall size from 1mm to 24mm.
To assist the statistical treatment of the results, a balanced
experimental design with respect to flaw type, size and location
within each test block size range was deployed.
2.3 Inspection procedure
The inspection procedure written by TWI was based on a single
pass on each side of the weld with an azimuthal scan pattern in the
through-wall direction. This procedure was designed for a 32/128
phased array instrument. Other procedures mixing linear and
azimuthal scans were also used by the volunteer companies. Two of
the volunteered procedures used 16/128 instruments; for these
instruments the procedure and focal distances were modified.
The 6mm, 20mm and one of the 35mm plates were scanned from just
one surface whereas the 35mm and 50mm plates with double V weld
preparations were scanned from both surfaces. The scans were
designed to provide half and full skip data from each side of the
weld. The procedure required all flaw indications with a signal
amplitude greater than DAC-26dB (ie 26dB more sensitive
than 3mm side drilled hole DAC) to be investigated and all flaws
with a length greater than 10mm to be sized and reported.
3. Analysis of results
3.1 Detection performance
Table 1. Detection performance
| |
Missed calls |
False calls |
Detection % |
Detection rate
excluding operators
6 & 7% |
| Phased array |
operator 1 |
4 |
2 |
90 |
90 |
| operator 2 |
1 |
1 |
97.5 |
97.5 |
| operator 4 |
1 |
4 |
97.5 |
97.5 |
| operator 15 |
1 |
1 |
97.5 |
97.5 |
| operator 5 |
0 |
3 |
100 |
100 |
| operator 6 |
10 |
2 |
75 |
NA |
| operator 7 |
13 |
3 |
67.5 |
NA |
| operator 8 |
0 |
6 |
100 |
100 |
| operator 9 |
1 |
2 |
97.5 |
97.5 |
| operator 10 |
3 |
4 |
92.5 |
92.5 |
| PA average |
3.4 |
2.8 |
91.5 |
96.6 |
| Std deviation |
|
|
11.3 |
3.5 |
| Manual UT |
operator 11 |
2 |
0 |
95 |
95 |
| operator 12 |
7 |
6 |
82.5 |
NA |
| operator 13 |
5 |
2 |
87.5 |
87.5 |
| operator 14 |
2 |
0 |
95 |
95 |
| operator 3 |
1 |
0 |
97.5 |
97.5 |
| Manual average |
3.4 |
1.6 |
91.5 |
93.8 |
| Std deviation |
|
|
6.3 |
4.3 |
Although it was not the prime driver for the project, the flaw
detection rate for each operator (phased array and manual) was
recorded and is summarised in Table 1. Detection of a flaw
was defined as reporting the flaw in a location which physically
overlapped the location (in both through wall and axial position)
that was deemed to be 'correct' (based on design sizes,
confirmed by supplementary NDT, and/or selective sectioning). It
can be seen that two phased array operators and one manual operator
had a substantially lower flaw detection rate than the average. For
this reason they were excluded from this set of statistics. It
should be noted that these operators also had the poorest flaw
sizing ability and had no training in critical defect sizing. After
exclusion of these operators' results, the overall flaw
detection rate was 96.6% for phased array and 93.8% for manual
UT.
3.2 Phased array sizing performance
Our chosen methodology for the statistical analysis of sizing
accuracy was based on analysis of variance[2,3].
The main aim of the analysis was to identify which of the
following factors have a statistically significant effect on sizing
performance:
- Procedure/equipment
- Operator
- Operator experience and qualifications (eg whether or
not the operator has a critical defect sizing qualification, such
as CSWIP, in phased array)
- Wall thickness (including any asymmetry in the block)
- Weld shape (ie V, J or X)
- Flaw characteristics (eg size, type, location).
Further to the statistical treatment of the phased array data, a
simple numerical analysis of the manual results was undertaken and
a comparison made with that of the phased array results.
Figure 1
| Fig.2. Observed phased array sizing errors versus flaw
height and operator for plates thicker than 6mm |
shows the observed sizing errors for the 6mm plate versus those
from the other plates. It can be seen from
Figure 1 that
both the mean (or 'systematic') sizing error and the
scatter about this mean (or 'random' error) is greater for
the thicker plates than for the 6mm plate. But this is not
unexpected as there is more scope to make larger errors in thicker
plates.
Figure 2 shows the observed sizing errors broken
down by operator and excluding the 6mm plate results. It can be
clearly observed that different operators had a different pattern
of errors and the best operators had the least variation of sizing
error with respect to flaw size.
Because of the variations in sizing performance illustrated in
Figures 1 and 2, it is clearly inappropriate to
assign a single value to the flaw sizing error. Furthermore, due to
the scatter in operator performance, it was difficult to
distinguish variations with the procedure and the equipment from
the variations due to the operator. However, there were no
variations between different groups of operators that could be
easily attributed to the different types of equipment. In
particular, there was no evidence from this project that the
16-channel instruments performed any worse than the 32-channel
instruments.
Those sizing errors larger than ~10mm in magnitude appeared not
to belong to the same normal distribution as the rest of the data;
it was surmised that these extreme sizing errors were, in fact,
'blunders' rather than true measurement errors.[4] These
'outliers' were removed from the data during the subsequent
analysis. The distribution of the remaining sizing errors is
approximately normal.
Despite the large scatter in the results, a number of
conclusions can be drawn from the statistical analysis, based on
formal statistical tests (each at the 5% significance level):
- In general, the following factors had a significant effect on
the mean ('systematic') sizing error:
- Flaw height
- Operator
- Plate thickness
- The overall trend is for the systematic sizing error to
decrease with flaw height, ie there is a greater tendency to
undersize large flaws than small flaws. However, the trend is
significantly different for different operators, egsome operators
have a greater tendency to undersize large flaws than others (as
illustrated in Figure 2).
- For a given flaw height, the systematic sizing errors are
slightly larger (ie greater tendency towards oversizing) in the
thicker blocks than in the thinner blocks. However, the effect of
block thickness is much less pronouncedthan that of the operator or
the flaw height. Also, there is no significant difference between
the one asymmetric block and the symmetric block closest in
thickness to it.
- In general, the random sizing errors also tend to increase with
flaw height. A linear trend was fitted to the variance of these
random errors.
- The random sizing errors in the plates thicker than 6mm show
significant variations with flaw type. In particular, smooth
non-tilted flaws appear to result in larger random errors than
rough flaws (see Figure 3).
- The random errors are ~20% smaller for those operators who hold
a phased array critical defect sizing qualification (CSWIP)
compared to those who do not (see Figure 4). This latter
effect is marginally significant.
- The random sizing errors in the 6mm plate show significant
variations between different operators. It is unclear whether these
variations reflect differences in procedure, equipment or the
skill/experience of individual operators.Note, however, that the
random errors are ~40% smaller for those operators with more than 5
years experience, as compared to those with less experience (see
Figure 5).
4. Discussion
| Fig.5. Standard box plot comparing the standard
deviations of the (dimensionless) standardised random sizing errors
for phased array versus operator experience (6mm
plate) |
TWI supplied a procedure which was believed to provide the
optimum flaw sizing ability for the set of test blocks. Current
industry practice is to use linear scanning with more than one beam
angle for phased array inspection, one of the beam angles being
chosen to be at near-normal incidence to the weld fusion face. Beam
angles further away from normal incidence enable the procedure to
use the maximum amplitude sizing technique, making use of echoes
diffracted from the edges of the flaws. It was anticipated that, by
choosing an azimuthal scan rather than a normal incidence linear
scanning method, the flaw detection rate might be reduced. Further,
the inspection sensitivity needs to be higher to cope with the
oblique angles of incidence. Volunteer companies both followed the
TWI procedure and provided additional inspection procedures. In
particular, there were two clearly different procedures applied in
addition to that of the TWI procedure (referred to as Procedure 1).
Procedure 2 used both linear and azimuthal scans together with a
16-channel instrument. The flaw detection rate of 97.5% for this
procedure was comparable to that achieved by the better phased
array operators using Procedure 1. Procedure 3 was manually applied
phased array, where the operator could perform a mixture of manual
linear and phased array azimuthal scans. The detection frequency
for these scans was also 97.5%. Thus, in this project, there was no
clear evidence that the exclusive use of azimuthal scans by
Procedure 1 resulted in poorer detection performance.
Fig.6. Phased array data and macro of a 24mm through wall flaw The only significant variation (at the 5% level) in the sizing errors with flaw type was that smooth non-tilted flaws appeared to result in larger random errors than rough flaws (for plates >6mm thick). From a practical viewpoint, this is not unexpected. As can be seen from the analysis, the results from these thicker plates have been dominated by quite large sizing errors. In particular, the operators tend to misinterpret large flaws. TWI's review of the data indicates that sizing errors greater than 6mm arose not because of any inherent limitation of the sizing technique nor because the flaws were inherently misleading. Instead, it is believed that these were essentially data analysis errors. This is illustrated in Figure 6 which presents both the flaw and the phased array data. This data was correctly sized by some operators and incorrectly (by up to 20mm) by others. This analysis has revealed that all the flaws can be sized correctly in the through wall direction using the maximum amplitude technique and/or identification of the flaw tip diffraction signal. Smooth flaws lying on the fusion face (such as that shown in Figure 6) can be misinterpreted if the ultrasonic beams are not at perfectly normal incidence. Operators who have the critical defect sizing certificate have been taught to size from tip echoes; this may be why this set of operators achieve better overall sizing accuracy.
The total time taken for the phased array inspection was similar to that for the manual UT (5 days in each case). However, unlike for manual UT, the majority of the time taken for the phased array inspection was spent analysing data (which can be done 'off-line'); the scanning time constituted less than 20% of the overall inspection time.
5. Conclusions
This work has shown that there is a large variation in the ability of phased array operators to size flaws. There is also evidence that this sizing capability is linked with training, experience, size of flaw and whether the flaws are rough or smooth.
6. Recommendations
- To improve the quality of data interpretation it is recommended that phased array operators are trained to use crack tip diffraction signals and gain experience of large (>beam width) smooth planar flaws.
- To provide a better phased array service to industry, it is recommended that examination of operators include sizing of flaws greater than 6mm through wall and that the examination certificate states that the operators have beencritically examined for defect sizing with stated sizing error tolerances.
7. Acknowledgements
The authors of this paper and TWI wish to thank the following volunteer companies and phased array equipment operators for the considerable work they put into the results presented in this paper: AGR, GE, M2M, Olympus and Sonatest (Harfang).
TWI also thanks the sponsors of the project for permission to release this paper, namely: BAE Systems, British Energy Generation Ltd, ESKOM, Exxon Mobil, Lloyds Register EMEA, Ministry of Defence (MOD), Petrobras, Shell, US Navy.
8. References
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Shipp R, Schneider C R A, Bird C R and Wood D A, 2002: 'Independent qualification of phased array inspection of fillet welds'. Proceedings of 2002 BINDT Conference.
-
Cooper B E, 1969: 'Statistics for experimentalists'. Pergamon, Oxford. ISBN 0 08 012600 6.
- Minitab, 1998: 'Minitab reference manual - Release 12 for Windows'. Minitab Inc (USA), February.
- Chapman R K, 1993: 'Guidance document on the assessment of flaw measurement errors in the ultrasonic NDT of welds'. Nuclear Electric report TIGT/REP/0031/93 Issue 2, August.