1. Investigating the influence of X-ray CT parameters on porosity measurement of laser sintered PA12 parts using a design-of-experiment approach
- Author
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Jean-Pierre Kruth, Wim Dewulf, Michele Pavan, and Tom Craeghs
- Subjects
0209 industrial biotechnology ,Materials science ,Polymers and Plastics ,Design of experiments ,Noise reduction ,Acoustics ,Organic Chemistry ,02 engineering and technology ,Repeatability ,021001 nanoscience & nanotechnology ,Laser ,law.invention ,Selective laser sintering ,020901 industrial engineering & automation ,law ,Sample size determination ,0210 nano-technology ,Porosity ,Reliability (statistics) - Abstract
Polymeric parts produced by Laser Sintering (LS) present a consistent amount of pores with a wide pore size distribution. The knowledge about the porosity value and its distribution within the part allows to perform a quality control of the LS process, and gives insights in how to improve it. In this work the influence of the sample size on the porosity measurement is discussed, as well as its representativeness of the LS process itself. The reliability of porosity measurement of those parts using X-ray Computed Tomography (CT) is assessed taking into account the influence of the CT scanning parameters, the reconstruction and noise reduction algorithms using a design-of-experiment approach. The quality of the CT datasets obtained is assessed by calculating Contrast-to-Noise Ratio (CNR) and Signal-to-Noise Ratio (SNR) on representative reconstructed images. Repeatability of the measurements is also assessed along the entire workflow: CT acquisition, reconstruction and porosity measurement using commercial software packages.
- Published
- 2018
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