Defect sensitivity and fatigue design: Deterministic and probabilistic aspects in AM metallic materials
Fatigue performance in both traditional and additively manufactured materials is severely
affected by the presence of defects, which deserve special attention to ensure the in-service …
affected by the presence of defects, which deserve special attention to ensure the in-service …
[HTML][HTML] Improving manufacturing applications of machine learning by understanding defect classification and the critical error threshold
D Blondheim Jr - International Journal of Metalcasting, 2022 - Springer
Abstract Machine learning (ML) is unlocking patterns and insight into data to provide
financial value and knowledge for organizations. Use of machine learning in manufacturing …
financial value and knowledge for organizations. Use of machine learning in manufacturing …
Multiphase and multiphysics modeling of dendrite growth and gas porosity evolution during solidification
A Zhang, Z Guo, B Jiang, J Du, C Wang, G Huang… - Acta Materialia, 2021 - Elsevier
Gas porosity is one of the most detrimental defects that can considerably deteriorate
mechanical properties of casting parts. Simulating the interaction between gas porosity and …
mechanical properties of casting parts. Simulating the interaction between gas porosity and …
Microporosity formation and dendrite growth during solidification of aluminum alloys: Modeling and experiment
A coupled lattice Boltzmann-cellular automaton-finite difference (LB-CA-FD) model is
proposed for the simulations of hydrogen porosity formation during dendritic solidification of …
proposed for the simulations of hydrogen porosity formation during dendritic solidification of …
Qualification pathways for additively manufactured components for nuclear applications
This research paper evaluated three pathways for qualification of 316 L stainless steel
components made by laser powder bed fusion additive manufacturing (AM). Comprehensive …
components made by laser powder bed fusion additive manufacturing (AM). Comprehensive …
Investigation on Porosity Formation With Pressure Drop Between Dendrite Tip and Root During Pressurized Solidification of 30Cr15Mo1N Ingot
ZY He, HB Li, HC Zhu, Y Wang, ZW Ni, ZH Jiang… - … Materials Transactions B, 2023 - Springer
This paper presents a method based on Darcy's law to determine the pressure drop
between the dendrite tip and root during the formation of porosity. After verification by the …
between the dendrite tip and root during the formation of porosity. After verification by the …
Elimination Mechanism of Shrinkage Porosity During Pressurized Solidification Process of 19Cr14Mn4Mo1N High-Nitrogen Steel Ingot
HB Li, ZW Ni, HC Zhu, ZY He, H Feng… - … Materials Transactions B, 2023 - Springer
Elimination mechanism of shrinkage porosity during pressurized solidification process of
19Cr14Mn4Mo1N high-nitrogen steel ingot was systematically investigated by experimental …
19Cr14Mn4Mo1N high-nitrogen steel ingot was systematically investigated by experimental …
Phase-field modeling of microstructure evolution in the presence of bubble during solidification
A Zhang, J Du, X Zhang, Z Guo, Q Wang… - … Materials Transactions A, 2020 - Springer
Simulation of the solid–liquid–gas interaction during solidification is challenging due to the
presence of complex phase interfaces, bubble deformation, and high liquid/gas density ratio …
presence of complex phase interfaces, bubble deformation, and high liquid/gas density ratio …
Influence of contouring on the microstructure and micromechanical properties of Laser Powder Bed Fusion (LPBF) processed Al6061 enhanced with reactive particles
Age-hardenable aluminum alloys are of interest for powder bed fusion (PBF) additive
manufacturing to produce lightweight, high-performance custom components. The …
manufacturing to produce lightweight, high-performance custom components. The …
Modeling of hydrogen porosity formation during solidification of dendrites and irregular eutectics in Al–Si alloys
Q Zhang, T Wang, Z Yao, M Zhu - Materialia, 2018 - Elsevier
A two-dimensional multi-phase cellular automaton-finite difference method (CA-FDM) model
is proposed for the simulation of hydrogen porosity formation during solidification of …
is proposed for the simulation of hydrogen porosity formation during solidification of …