期刊
ANNALS OF APPLIED STATISTICS
卷 8, 期 3, 页码 1395-1415出版社
INST MATHEMATICAL STATISTICS
DOI: 10.1214/14-AOAS762
关键词
Additive manufacturing; posterior predictive checks; quality control; Rubin Causal Model; stable unit-treatment value assumption
资金
- National Science Foundation [DGE-1144152, DMS-11-07004]
- Office of Naval Research [N000141110671]
Additive manufacturing, or 3D printing, is a promising manufacturing technique marred by product deformation due to material solidification in the printing process. Control of printed product deformation can be achieved by a compensation plan. However, little attention has been paid to interference in compensation, which is thought to result from the inevitable discretization of a compensation plan. We investigate interference with an experiment involving the application of discretized compensation plans to cylinders. Our treatment illustrates a principled framework for detecting and modeling interference, and ultimately provides a new step toward better understanding quality control for 3D printing.
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