Automated testing and quality assurance of 3D printing/3D printed hardware: Assessment for quality assurance and cybersecurity purposes

This paper discusses the automation of quality assurance and produced part testing for additive manufacturing systems. The process of identifying defects, determining their impact and potentially taking corrective action is discussed. Algorithms for this purposes are presented. Examples of assessment are considered. The correction of both incidental and deliberately introduced defects is discussed.

[1]  Paolo Cignoni,et al.  A low cost 3D scanner based on structured light , 2001 .

[2]  Peter Kühmstedt,et al.  Handheld 3D Scanning with Automatic Multi-view Registration Based on Optical and Inertial Pose Estimation , 2014 .

[3]  Alan M. McIvor,et al.  Accurate 3D measurement using a structured light system , 1998, Image Vis. Comput..

[4]  Barry Berman,et al.  3D printing: the new industrial revolution , 2012, IEEE Engineering Management Review.

[5]  Nektarios Georgios Tsoutsos,et al.  Manufacturing and Security Challenges in 3D Printing , 2016 .

[6]  Joseph Shamir,et al.  Range Imaging With Adaptive Color Structured Light , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  BowyerAdrian,et al.  3D Printing and Humanity's First Imperfect Replicator , 2014 .

[8]  Katharine Sanderson Make your own drugs with a 3D printer , 2012 .

[9]  Joaquim Salvi,et al.  A state of the art in structured light patterns for surface profilometry , 2010, Pattern Recognit..

[10]  Brian Surgenor,et al.  Vision Based Fault Detection of Automated Assembly Equipment , 2011 .

[11]  Joaquim Salvi,et al.  Pattern codification strategies in structured light systems , 2004, Pattern Recognit..

[12]  H. Barrett,et al.  3D printing in X-ray and Gamma-Ray Imaging: A novel method for fabricating high-density imaging apertures. , 2011, Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment.

[13]  Thomas A. Campbell,et al.  3D printing of multifunctional nanocomposites , 2013 .

[14]  Michael Eisenberg,et al.  3D printing for children: What to build next? , 2013, Int. J. Child Comput. Interact..

[15]  C. Koley,et al.  An automated machine vision based system for fruit sorting and grading , 2012, 2012 Sixth International Conference on Sensing Technology (ICST).

[16]  J. Urry,et al.  3D, SF and the future , 2013 .

[17]  Gábor Harsányi,et al.  3D Rapid Prototyping Technology (RPT) as a powerful tool in microfluidic development , 2010 .

[18]  Jorge Vicente Lopes da Silva,et al.  3D Scanning Using RGBD Imaging Devices: A Survey , 2015 .

[19]  Mohsen A. Jafari,et al.  Online defect detection in layered manufacturing using process signature , 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

[20]  Sergio Vera,et al.  3D Scanning System for In-Vivo Imaging of Human Body , 2014 .

[21]  Pierre Guyomarc'h,et al.  Quantification of Perspective‐Induced Shape Change of Clavicles at Radiography and 3D Scanning to Assist Human Identification , 2014, Journal of forensic sciences.

[22]  J. Planell,et al.  High-resolution PLA-based composite scaffolds via 3-D printing technology. , 2013, Acta biomaterialia.

[23]  Jeremy Straub,et al.  Initial Work on the Characterization of Additive Manufacturing (3D Printing) Using Software Image Analysis , 2015 .

[24]  Dah-Jye Lee,et al.  Rapid Color Grading for Fruit Quality Evaluation Using Direct Color Mapping , 2011, IEEE Transactions on Automation Science and Engineering.

[25]  Eugenio Ivorra,et al.  Continuous monitoring of bread dough fermentation using a 3D vision Structured Light technique , 2014 .

[26]  Guido Guarnieri,et al.  3D modeling and remote rendering technique of a high definition cultural heritage artefact , 2011, WCIT.

[27]  Jeremy Straub,et al.  Development of a Large, Low-Cost, Instant 3D Scanner , 2014 .

[28]  M. Alexander,et al.  Desktop 3D printing of controlled release pharmaceutical bilayer tablets. , 2014, International journal of pharmaceutics.

[29]  P. Azimi,et al.  Ultrafine particle emissions from desktop 3D printers , 2013 .

[30]  Benjamin Kading,et al.  Characterization of a Large, Low-Cost 3D Scanner , 2015 .

[31]  Yuan Cheng,et al.  Vision-Based Online Process Control in Manufacturing Applications , 2008, IEEE Transactions on Automation Science and Engineering.

[32]  Guido M. Cortelazzo,et al.  Handheld scanning with 3D cameras , 2013, 2013 IEEE 15th International Workshop on Multimedia Signal Processing (MMSP).

[33]  Samuel Verdú,et al.  Relationship between fermentation behavior, measured with a 3D vision Structured Light technique, and the internal structure of bread , 2015 .