Statistical predictive modeling and compensation of geometric deviations of three-dimensional printed products

Journal of Manufacturing Science and Engineering, Transactions of the ASME

Volumn 136, Issue 6, 2014, Pages

  Huang, Qiang ^a   Nouri, Hadis ^a   Xu, Kai ^a   Chen, Yong ^a   Sosina, Sobambo ^b   Dasgupta, Tirthankar ^b  

^a University of Southern California   (United States)

^b HARVARD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED DESIGN; FORECASTING; GEOMETRY; MANUFACTURE; PROCESS CONTROL; PRODUCT DESIGN; QUALITY CONTROL;

ADDITIVE MANUFACTURING; COMPLEX GEOMETRIES; CYLINDRICAL PRODUCTS; DIRECT MANUFACTURING; EXPERIMENTAL INVESTIGATIONS; GEOMETRIC DEVIATIONS; OPTIMAL COMPENSATIONS; PREDICTIVE MODELING;

3D PRINTERS;

EID: 84924419510     PISSN: 10871357     EISSN: 15288935     Source Type: Journal    
DOI: 10.1115/1.4028510     Document Type: Article

References (18)

1. Gibson, I., Rosen, D., and Stucker, B., 2009, Additive Manufacturing Technologies: Rapid Prototyping to Direct Digital Manufacturing, Springer Verlag, New York.
2. Hilton, P., and Jacobs, P., 2000, Rapid Tooling: Technologies and Industrial Applications, CRC, New York.
3. Melchels, F., Feijen, J., and Grijpma, D., 2010, "A Review on Stereolithogra-phy and Its Applications in Biomedical Engineering," Biomaterials, 31(24), pp. 6121-6130.
4. Campbell, T., Williams, C., Ivanova, O., and Garrett, B., 2011, Could 3D Printing Change the World? Technologies, Potential, and Implications of Additive Manufacturing, Atlantic Council, Washington, DC.
5. Pan, Y., Zhou, C., Chen, Y., and Partanen, J., 2014, "Multitool and Multi-Axis Computer Numerically Controlled Accumulation for Fabricating Conformal Features on Curved Surfaces," ASME J. Manuf. Sci. Eng., 136(3), p. 031007.
6. Navangul, G., Paul, R., and Anand, S., 2013, "Error Minimization in Layered Manufacturing Parts by Stereolithography File Modification Using a Vertex Translation Algorithm," ASME J. Manuf. Sci. Eng., 135(3), p. 031106.
7. Paul, R., Anand, S., and Gerner, F., 2014, "Effect of Thermal Deformation on Part Errors in Metal Powder Based Additive Manufacturing Processes," ASME J. Manuf. Sci. Eng., 136(3), p. 031009.
8. Huang, Q., Zhang, J., Sabbaghi, A., and Dasgupta, T., 2014, "Optimal Offline Compensation of Shape Shrinkage for 3D Printing Processes," IIE Trans. Quality Reliability (in press).
9. Huang, Q., Nouri, H., Xu, K., Chen, Y., Sosina, S., and Dasgupta, T., 2014, "Predictive Modeling of Geometric Deviations of 3D Printed Products-A Unified Modeling Approach for Cylindrical and Polygon Shapes," Finalist of Best Application Paper, the Tenth IEEE International Conference on Automation Science and Engineering (CASE 2014), Taipei, Taiwan, Aug. 18-22, pp. 25-30.
10. Cohen, D. L., and Lipson, H., 2010, "Geometric Feedback Control of Discrete-Deposition Sff Systems," Rapid Prototyping J., 16(5), pp. 377-393.
11. Hu, D., Mei, H., and Kovacevic, R., 2002, "Improving Solid Freeform Fabrication by Laser-Based Additive Manufacturing," Proc. Inst. Mech. Eng., Part B., 216(9), pp. 1253-1264.
12. Song, L., and Mazumder, J., 2011, "Feedback Control of Melt Pool Temperature During Laser Cladding Process," IEEE Trans. Control Syst. Technol., 19(6), pp. 1349-1356.
13. Heralic, A., Christiansson, A.-K., and Lennartson, B., 2012, "Height Control of Laser Metal-Wire Deposition Based on Iterative Learning Control and 3D Scanning," Opt. Lasers Eng., 50(9), pp. 1230-1241.
14. Tong, K., Joshi, S., and Lehtihet, E., 2008, "Error Compensation for Fused Deposition Modeling (FDM) Machine by Correcting Slice Files," Rapid Prototyping J., 14(1), pp. 4-14.
15. Tong, K., Lehtihet, E., and Joshi, S., 2003, "Parametric Error Modeling and Software Error Compensation for Rapid Prototyping," Rapid Prototyping J., 9(5), pp. 301-313.
16. Zhou, C., Chen, Y., and Waltz, R. A., 2009, "Optimized Mask Image Projection for Solid Freeform Fabrication," ASME J. Manuf. Sci. Eng., 131(6), p. 061004.
17. Pan, Y., Chou, Z., and Chen, Y., 2012, "A Fast Mask Projection Stereolithogra-phy Process for Fabricating Digital Models in Minutes," ASME J. Manu. Sci. Eng. 134(5), p. 051011.
18. Xu, L., Huang, Q., Sabbaghi, A., and Dasgupta, T., 2013, "Shape Deviation Modeling for Dimensional Quality Control in Additive Manufacturing," ASME Paper No. IMECE2013-66329.