Experimental data from a study analyzing how building direction, process parameters, and border scanning affect the mechanical properties of Laser Powder Bed Fusion (LPBF) manufactured AlSi10Mg alloy. The dataset includes results from hardness, tensile, shear, and fracture testing. It was authored by Juan Manuel Garcia Zapata and last updated in November 2025.
Use Cases
- Predicting material strength based on process parameters mentioned in the description
- Optimizing laser powder bed fusion build strategies for aluminum alloys
- Modeling the relationship between border scanning techniques and fracture toughness
- Correlating building direction with hardness and shear test results
Strengths
- Focuses on a specific and industrially relevant aluminum alloy (AlSi10Mg)
- Measures multiple mechanical properties (hardness, tensile, shear, fracture) for a holistic view
- Investigates three key manufacturing factors (direction, parameters, border scanning) simultaneously
Limitations
- Row count and dataset scale are unknown, which may limit suitability assessment
- Column-level documentation is absent; field semantics must be inferred after download
Provenance
- Source
- Garcia Zapata, Juan Manuel via e-cienciaDatos Harvested Dataverse
- Collection Method
- Experimental study involving mechanical testing of manufactured samples.
- Time Range
- null
- Freshness
- Last updated 2025-11-04 22:08:25
- Geography
- null