Impact of a Robot Manipulation on the Dimensional Measurements in an SPC-Based Robot Cell

In our study a robot was used to deliver objects for measurement into the Equator gauging system. To investigate the robot’s manipulation influence on dimensional measurements, the robot’s tasks were divided into basic functions. Based on these basic functions, nine different robot-manipulation scenarios were defined, i.e., from zero to full robot manipulation, for two measuring objects (named Magnet and PKR) and six measurement characteristics (rectangular and spherical). The robot’s manipulation influence was determined on the basis of the statistical parameters Cp, R, and the 6σ obtained from a measurement system analysis (MSA) type-1 study. The results show that the degree of implemented manipulation of the robot affects the scattering of the measurement data. However, the effect is much more pronounced in the case of length measurements than with spherical geometries. Different measuring methods (touch-triggering or scanning measurement mode, number of sampling points) were used, which showed similar measurement data. This directly indicated the influence of the robot’s manipulation on Cp, R and 6σ. Increasing the degree of the robot’s manipulation decreases the Cp value and increases the R and 6σ values for the length measurements. There is no such pronounced course in the spherical geometries, where the values of Cp, R and 6σ remain approximately the same. The main influential factor for decreasing the Cp value with increasing robot manipulation was the angular misalignment of the object’s orientation in the fixture.

[1]  Song Fu,et al.  Measurement system escape and overkill rate analysis , 2011 .

[2]  Fred Spiring,et al.  Introduction to Statistical Quality Control , 2007, Technometrics.

[3]  Karl D. Majeske,et al.  Evaluating Measurement Systems and Manufacturing Processes Using Three Quality Measures , 2002 .

[4]  Amit Mitra,et al.  Statistical Quality Control , 2002, Technometrics.

[5]  P. Maresca,et al.  Use of coordinate measuring machines and digital optical machines for the geometric characterization of circumference arcs using the minimum zone method , 2010 .

[6]  Connie M. Borror,et al.  A Review of Methods for Measurement Systems Capability Analysis , 2003 .

[7]  Souha Ben Amara,et al.  Method for improving the measurement system selection depending on part and process precisions , 2017 .

[8]  Victor E. Kane,et al.  Process Capability Indices , 1986 .

[9]  Roger M. Sauter,et al.  Introduction to Statistical Quality Control (2nd ed.) , 1992 .

[10]  Jiju Antony Implementing Evaluation of the Measurement Process in an Automotive Manufacturer: a Case Study , 2003 .

[11]  Adam Gąska,et al.  Determination of the uncertainty of the measurements performed by coordinate measuring machines , 2015 .

[12]  Wen Lea Pearn,et al.  Estimating and Testing Process Precision with Presence of Gauge Measurement Errors , 2007 .

[13]  Wen Lea Pearn,et al.  Measuring process capability based on Cpmk with gauge measurement errors , 2007, Qual. Reliab. Eng. Int..

[14]  Yin-Lin Shen,et al.  Sampling strategy design for dimensional measurement of geometric features using coordinate measuring machine , 1997 .

[15]  A. Weckenmann,et al.  The Influence of Measurement Strategy on the Uncertainty of CMM-Measurements , 1998 .

[16]  Samir Lemes,et al.  Using Industrial Robots to Manipulate the Measured Object in CMM , 2014, ArXiv.

[17]  Andrew P. Longstaff,et al.  Uncertainty evaluation associated with versatile automated gauging influenced by process variations through design of experiments approach , 2017 .

[18]  Yeon Taek Oh,et al.  Study of Orientation Error on Robot End Effector and Volumetric Error of Articulated Robot , 2019 .

[19]  Giovanni Moroni,et al.  A tolerance interval based criterion for optimizing discrete point sampling strategies , 2010 .

[20]  Zhongyu Wang,et al.  Evaluation and Optimization of Task-oriented Measurement Uncertainty for Coordinate Measuring Machines Based on Geometrical Product Specifications , 2018, Applied Sciences.

[21]  Alex Attridge,et al.  Moving towards in-line metrology: evaluation of a Laser Radar system for in-line dimensional inspection for automotive assembly systems , 2017 .

[22]  W. L. Pearn,et al.  Measuring process capability based on CPK with gauge measurement errors , 2005, Microelectron. Reliab..

[23]  Arnab Palit,et al.  Comparison of in-line and off-line measurement systems using a calibrated industry representative artefact for automotive dimensional inspection , 2020, Measurement.

[24]  Vidosav D. Majstorović,et al.  Towards an intelligent approach for CMM inspection planning of prismatic parts , 2016 .

[25]  Andrew P. Longstaff,et al.  Developments in automated flexible gauging and the uncertainty associated with comparative coordinate measurement , 2016 .

[26]  N. D. Morchower TWO-LOCATI GAUGE EVALUATION: A SIMPLE METHOD FOR SOLVING TESTING PROBLEMS , 1999 .

[27]  H. Weber,et al.  Functionality-oriented evaluation and sampling strategy in coordinate metrology , 1995 .

[28]  Kiyoshi Takamasu,et al.  Basic concept of feature-based metrology , 1999 .

[29]  Ali Bastas,et al.  Comparing the probing systems of coordinate measurement machine: Scanning probe versus touch-trigger probe , 2020 .

[30]  Michaela Kritikos,et al.  A Random Factorial Design of Experiments Study on the Influence of Key Factors and Their Interactions on the Measurement Uncertainty: A Case Study Using the ZEISS CenterMax , 2019, Applied Sciences.

[31]  Armagan Altinisik,et al.  A comparison of off-line laser scanning measurement capability with coordinate measuring machines , 2021 .

[32]  Samuel Kotz,et al.  An overview of theory and practice on process capability indices for quality assurance , 2009 .

[33]  T. W. Anderson,et al.  Asymptotic Theory of Certain "Goodness of Fit" Criteria Based on Stochastic Processes , 1952 .

[34]  Marek Magdziak,et al.  Usability assessment of selected methods of optimization for some measurement task in coordinate measurement technique , 2012 .

[35]  Abbas Al-Refaie,et al.  Evaluating measurement and process capabilities by GR&R with four quality measures , 2010 .

[36]  S G Zhang,et al.  A feature-based inspection process planning system for co-ordinate measuring machine (CMM) , 2000 .

[37]  Martin Hagara,et al.  Influence of the Approach Direction on the Repeatability of an Industrial Robot , 2020, Applied Sciences.