Metal Laser-Based Powder Bed Fusion Process Development Using Optical Tomography.
Roy BjörkstrandJan Sher AkmalMika SalmiPublished in: Materials (Basel, Switzerland) (2024)
In this study, a set of 316 L stainless steel test specimens was additively manufactured by laser-based Powder Bed Fusion. The process parameters were varied for each specimen in terms of laser scan speed and laser power. The objective was to use a narrow band of parameters well inside the process window, demonstrating detailed parameter engineering for specialized additive manufacturing cases. The process variation was monitored using Optical Tomography to capture light emissions from the layer surfaces. Process emission values were stored in a statistical form. Micrographs were prepared and analyzed for defects using optical microscopy and image manipulation. The results of two data sources were compared to find correlations between lack of fusion, porosity, and layer-based energy emissions. A data comparison of Optical Tomography data and micrograph analyses shows that Optical Tomography can partially be used independently to develop new process parameters. The data show that the number of critical defects increases when the average Optical Tomography grey value passes a certain threshold. This finding can contribute to accelerating manufacturing parameter development and help meet the industrial need for agile component-specific parameter development.
Keyphrases
- high speed
- high resolution
- electronic health record
- big data
- computed tomography
- magnetic resonance imaging
- magnetic resonance
- data analysis
- mass spectrometry
- heavy metals
- multiple sclerosis
- white matter
- electron microscopy
- risk assessment
- single molecule
- cystic fibrosis
- biofilm formation
- municipal solid waste
- fine needle aspiration
- sewage sludge
- solid state