Analysis of alignment procedures for contactless inspection of rapid manufactured parts.
Minetola, Paolo ; Calignano, Flaviana ; Iuliano, Luca 等
1. INTRODUCTION
As well as other products, Rapid Manufactured (RM) parts have to be
inspected to assess their quality in terms of dimensions and geometrical
tolerances.
The CAD model or STL file of an RM part cannot be used as reference
for the inspection, because it does not represent accurately the real
geometry of the final product. Deviations between the virtual model and
the final real piece are a consequence of additive process tolerances
and finishing operations. The approval of the customer is often granted
on the real piece and not on its virtual model.
For this reason Reverse Engineering (RE) techniques have to be used
to digitize the real geometry of the customer-granted RM part in order
to obtain a reference model for quality control of the copies. The use
of optical scanners and contactless inspection procedures is slightly
replacing traditional pointwise contact measurements in quality control
of freeform geometries and complex parts (Gao et al., 2005; Savio et al,
2007). Although 3D scanners are not as accurate as Coordinate Measuring
Machines (CMMs), they are suitable for the inspection of RM parts, which
generally do not have tight tolerance requirements. Moreover contactless
digitizing does not require the use of any fixture and potential
deformation of plastic parts by probe tip contact is avoided.
As regards pointwise inspection of RM parts, another problem cannot
be disregarded: the surface roughness and finish affect the measurements
results since the contact of the probe tip is influenced by the
staircase effect of the surface. Depending also on the approaching
direction, the probe tip can slip from one stair step (layer) to the
following one during the contact and the measure could be inaccurate.
Such problem is avoided by using contactless digitisers for quality
control of RM parts.
High density point clouds allows to inspect the whole surface of
the part instead of some scattered points only. Quality control results,
among other factors, depend on the accuracy of the contactless digitizer
used, but also on the definition of the part reference system for the
inspection alignment.
The aim of this paper is to put in evidence that particular
attention have to be paid in the definition of the part reference system
in contactless inspection, particularly if the scanning device accuracy
is low. Similar works could not be found in technical literature, since
the use of contactless scanners for inspection of rapid manufactured
parts is quite a recent issue.
2. METHODOLOGY
An RM part was selected as case study and two different optical
scanners were employed for the inspection activity. Different inspection
alignments were defined on the two scan data by selecting different
points for the calculation of the same Cartesian reference system.
Then the differently aligned scan data were first compared one to
another to compute the deviation of the whole point cloud. In addition,
fifty scattered scan points were selected for each different alignment
and their Cartesian coordinates were used as nominal values for the
inspection by a CMM.
2.1 Case Study
The rapid manufactured part (figure 1a) selected as case study is a
holder for a hydraulic cylinder. The holder was manufacture by Fused
Deposition Modelling (FDM) on a Stratasys Dimension Elite machine using
a layer thickness of 0.178 mm of ABS plastic. The overall dimensions of
the part are 107 x 93.7 x 60.5 mm and its surface was not finished nor
polished after fabrication not to alter the staircase effect.
[FIGURE 1 OMITTED]
2.2 Contactless Digitising
Two different optical scanners were used for contactless digitising
the case study. The former is the structured light scanner ATOS (Advanced TOpometric Sensor) Standard produced by GOM GmbH. It has a
declared accuracy of 0.05 mm and it was calibrated for a working area of
200 x 160 mm. The ATOS Standard digitizes up to 400,000 points per
single scan in less than 10 seconds.
The latter is the laser triangulation scanner Vivid 900 (Vi-900) by
Konica-Minolta. The device has a declared accuracy of 0.08 mm and it was
used with the tele lens for a scan area of 111 x 84 mm. The Vi-900
digitizes up to 300,000 points per single scan in less than 5 seconds.
According to authors' experience, the ATOS Standard
performance in terms of accuracy and reproducibility is better than that
of Vi-900 (Iuliano et al., 2005).
2.3 Reference System Definition
Contactless inspection involves the comparison of one point cloud
with the theoretical CAD/STL model or a reference point cloud. Before
the comparative analysis, the compared objects have to be aligned one to
another.
In quality control of mechanical components, the requirements in
terms of features' location and tolerances are set by the designer
with respect to a unique fixed reference system, which has to be
reproducible. A Cartesian reference system is very often used in
inspection and it can be defined by the 3-2-1 alignment rule (plane,
vector and origin point to define the directions of the three
coordinates and the origin of the reference system).
For this reason the 3-2-1 alignment was used to define the
reference system on the scan data of the case study. Three points were
selected on the top plane of the central hole for the Z plane, two
points on the front face for the X axis direction and one point on the
side face for the X axis origin (figure 1b).
The issue with high density scan data is that each feature is
defined by several points, so the definition of the reference system in
the 3-2-1 alignment could be influenced by which point is selected. Of
course the influence is also related to the accuracy of the optical
scanner and to the quality of the resulting point cloud.
To deeply investigate this aspect, the 3-2-1 alignment was
replicated twice on the ATOS scan data (157,682 points) and twice on the
Vi-900 data (222,098 points) by selecting different points on the
aligning features (top plane, front face and side face) each time.
Therefore, as result of the Cartesian reference systems replication,
four differently aligned point clouds were available for comparison:
ATOS data first alignment, ATOS data second alignment, Vi-900 data first
alignment and Vi-900 data second alignment.
3. RESULTS
3.1 Scan data comparison
The difference between the four aligned point clouds can be
visually checked by super-positioning one to another (figure 1b). The
four aligned point clouds were compared in couples by means of Rapidform
2006 software to compute the reciprocal distances. The results of the
comparative analysis are shown in table 1.
3.2 CMM inspection
To further investigate and validate the results of software
comparisons, fifty scattered points were selected on similar locations
of each aligned point cloud. Their Cartesian coordinates were used as
nominal values for the planning of pointwise inspection of the real RM
part on a Dea Iota CMM using a probe tip diameter of 2 mm.
The alignment of the real RM part on the CMM was performed by the
3-2-1 rule by hitting the points on the same aligning features used for
the point clouds alignment. The CMM measurements were replicated three
times and the CMM alignment was changed each time only after having
completed the inspection of the fifty points of the four aligned point
clouds. The results of ATOS data inspection are shown in table 2, those
of Vi-900 data inspection in table 3.
4. CONCLUSIONS
The results of the software comparisons between the aligned point
clouds (table 1) are confirmed by the CMM inspection of the fifty
scattered points (table 2 and table 3). The mean distance between all
points of the two alignments of ATOS data is 0.07 mm. Such value is
lower than the layer thickness of the FDM process. Due to the staircase
effect of the part surface, contact inspections by CMM (table 2) show no
difference for the two alignments of ATOS data.
On the contrary, the mean distance between all points of the two
aligned Vi-900 point clouds computed by Rapidform software is 0.21 mm
(table 1). Contact pointwise measurements by CMM confirmed a difference
between the two alignments for Vi-900 data (table 3). With respect to
software comparison results (table 1), lower values for the differences
between the ATOS data and Vi-900 data were obtained in the fifty points
inspection by CMM (table 2 and table 3): this is probably due to the
staircase effect that influences contact measurements.
On the whole, both software comparisons and CMM inspection of
differently aligned point clouds demonstrate that the selection of the
points on reference features during the definition of the same part
reference system can influence the results of non contact quality
control, leading to incorrect evaluations. The influence is more evident
if the accuracy and quality of the scan data is worse, as for the Vi-900
device in the selected case study.
5. REFERENCES
Gao, J.; Folkes, J.; Yilmaz, O. & Gindy, N. (2005).
Investigation of a 3D non-contact measurement based blade repair
integration, Aircraft Engineering and Aerospace Technology: An
International Journal, Vol. 77, pp. 34-41
Iuliano, L. & Minetola, P. 2005. Rapid Manufacturing of
Sculptures Replicas: A Comparision between 3D Optical Scanners,
Proceedings of CIPA XX International Symposium, Torino (Italy), pp.
384-389
Savio, E.; De Chiffre, L. & Schmitt, R. (2007). Metrology of
Freeform Shaped Parts. Annals of the CIRP, Vol. 56, No. 2 pp. 810-835
Tab. 1. Results of aligned point cloud comparisons
Reference Compared Mean Standard D
Distance
ATOS data ATOS data 0.07 mm 0.04 mm
1st Alignment 2nd Alignment
ATOS data Vi900 data 0.49 mm 0.39 mm
1st Alignment 1st Alignment
ATOS data Vi900 data 0.61 mm 0.46 mm
1st Alignment 2nd Alignment
ATOS data Vi900 data 0.48 mm 0.39 mm
2nd 1st Alignment
Alignment
ATOS data Vi900 data 0.61 mm 0.46 mm
2nd 2nd Alignment
Alignment
Vi900 data Vi900 data 0.21 mm 0.14 mm
1st Alignment 2nd Alignment
Tab. 2. Results of CMM Measurements on ATOS data
Fifty points of 1st 2nd
ATOS scan data Alignment Alignment
1st Mean Distance 0.27 mm 0.25 mm
Measure Std. Deviation 0.26 mm 0.25 mm
2nd Mean Distance 0.28 mm 0.27 mm
Measure Std. Deviation 0.28 mm 0.28 mm
3rd Mean Distance 0.28 mm 0.27 mm
Measure Std. Deviation 0.27 mm 0.27 mm
Tab. 3. Results of CMM Measurements on Vi-900 data
Fifty points of 1st 2nd
Vi-900 scan data Alignment Alignment
1st Mean Distance 0.29 mm 0.41 mm
Measure Std. Deviation 0.22 mm 0.31 mm
2nd Mean Distance 0.28 mm 0.39 mm
Measure Std. Deviation 0.21 mm 0.31 mm
3rd Mean Distance 0.27 mm 0.43 mm
Measure Std. Deviation 0.19 mm 0.28 mm