In-situ monitoring of laser powder bed fusion applied to defect detection
Doktorsavhandling, 2023
The issue of low productivity is addressed in this thesis by adjusting the main LPBF process parameters. An equation for the build rate was formulated based on these parameters, determining their contributions and enabling strategies for build rate maximization. The changes in microstructure and defect populations associated with increasing productivity were determined.
The reliability issue was explored by investigating defect formation, detectability and mitigation, since a major factor compromising reliability and materials’ performance is the presence of defects. Internal defects were deliberately created in LPBF-manufactured material to assess their detectability via in-situ monitoring. Two main routes of deliberate defect formation have been identified while preserving defect formation mechanisms; therefore, this thesis can be divided into two parts according to the approach employed to create defects.
Defects are generated systematically if suboptimal process parameters are employed. The types, quantities, and sizes of defects in nickel-based alloy Hastelloy X resulting from varying processing conditions were thoroughly characterized. Analyzing data obtained from in-situ monitoring made it possible to distinguish virtually defect-free material from defective material.
Defects are generated stochastically due to the redeposition of process by-products on the powder bed. With the aid of in-situ monitoring data, the presence of these defects can be inferred from the detection of the process by-products responsible for their formation. The comparison of data obtained in-situ with data obtained through ex-situ material characterization allowed determining how precisely detections corresponded to actual defects. The impact of these defects on the mechanical properties of Hastelloy X was assessed. A couple of in-process mitigation strategies were investigated, and their performances were evaluated.
By establishing means to use LPBF process monitoring to distinguish high-quality from defective material and detect random, unavoidable defects, this thesis enables the prediction of LPBF material quality. It creates conditions necessary for the first-time-right production of defect-free material at increased build rates.
nickel-based superalloy
lack of fusion
productivity
melt pool
process monitoring
defect detection
spatter
Additive manufacturing
mechanical properties
pores
powder bed fusion
defect mitigation
Författare
Claudia de Andrade Schwerz
Chalmers, Industri- och materialvetenskap, Material och tillverkning
Linking in situ melt pool monitoring to melt pool size distributions and internal flaws in laser powder bed fusion
Metals,;Vol. 11(2021)
Artikel i vetenskaplig tidskrift
Pixel Intensity Of Near-Infrared Long-Exposure Images Acquired In-Situ As A Quality Control Tool In Laser Powder Bed Fusion Of Ni-Base Hastelloy X
World PM 2022 Congress Proceedings,;(2022)
Paper i proceeding
A neural network for identification and classification of systematic internal flaws in laser powder bed fusion
CIRP Journal of Manufacturing Science and Technology,;Vol. 37(2022)p. 312-318
Artikel i vetenskaplig tidskrift
Increasing productivity of laser powder bed fusion manufactured Hastelloy X through modification of process parameters
Journal of Manufacturing Processes,;Vol. 78(2022)p. 231-241
Artikel i vetenskaplig tidskrift
In-situ detection of redeposited spatter and its influence on the formation of internal flaws in laser powder bed fusion
Additive Manufacturing,;Vol. 47(2021)
Artikel i vetenskaplig tidskrift
In-situ detection of stochastic spatter-driven lack of fusion: Application of optical tomography and validation via ex-situ X-ray computed tomography
Additive Manufacturing,;Vol. 72(2023)
Artikel i vetenskaplig tidskrift
Effect of layer thickness on spatters oxidation of Hastelloy X alloy during powder bed fusion-laser beam processing
Powder Technology,;Vol. 422(2023)
Artikel i vetenskaplig tidskrift
Surface chemical analysis of spatter particles generated in laser powder bed fusion of Hastelloy X in process atmospheres with high and low oxygen content
Surface and Interface Analysis,;Vol. 55(2023)p. 396-403
Artikel i vetenskaplig tidskrift
Mechanical properties of Hastelloy X produced by laser powder bed fusion and affected by spatter redeposition. C. Schwerz, J. Moverare, V. Sundar, B. Bircher, A. Küng, D. Riabov, L. Nyborg.
Reduction of oxygen content in laser powder bed fusion process atmosphere – Effects on stochastic defect formation and mechanical properties
Journal of Materials Research and Technology,;Vol. 30(2024)p. 4667-4681
Artikel i vetenskaplig tidskrift
Modification of the laser scan pattern in laser powder bed fusion and its effects on stochastic defect formation and mechanical properties. C. Schwerz, J. Moverare, A. Küng, , B. Bircher, D. Riabov, L. Nyborg.
Additive Manufacturing using Metal Pilot Line (MANUELA)
Europeiska kommissionen (EU) (EC/H2020/820774), 2018-10-01 -- 2022-09-30.
Styrkeområden
Produktion
Ämneskategorier
Bearbetnings-, yt- och fogningsteknik
Metallurgi och metalliska material
Fusion, plasma och rymdfysik
ISBN
978-91-7905-901-9
Doktorsavhandlingar vid Chalmers tekniska högskola. Ny serie: 5367
Utgivare
Chalmers
Virtual Development Laboratory (VDL), Chalmers Tvärgata 4C, Chalmers University of Technology, Gothenburg | Password to zoom meeting: 476108
Opponent: Prof. Ehsan Toyserkani, Department of Mechanical and Mechatronics Engineering, University of Waterloo, Canada