Riquelme Aguado, Ainhoa studied the influence of additive manufacturing process parameters on composite properties. The research likely contains data on laser power, scanning speed, and their effects on geometry, microstructure, and hardness for composites with 20-80 wt.% reinforcement. The dataset was harvested from e-cienciaDatos Dataverse and last updated on 2025-11-09.
Use Cases
- Modeling the relationship between laser power and composite geometry based on the described process parameters.
- Analyzing the effect of scanning speed on material microstructure based on the described experimental factors.
- Predicting material hardness from reinforcement weight percentage (20-80 wt.%) and process settings.
- Optimizing Directed Laser Deposition parameters for specific composite property targets.
Strengths
- Focuses on a specific material system (316L/SiCp composites) with a defined reinforcement range (20-80 wt.%).
- Examines multiple output properties (geometry, microstructure, hardness) against key process parameters (laser power, scanning speed).
- Dataset originates from a research study and is hosted on an institutional dataverse repository.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment for large-scale modeling.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- Riquelme Aguado, Ainhoa via e-cienciaDatos Harvested Dataverse
- Collection Method
- Experimental study using Directed Laser Deposition.
- Time Range
- null
- Freshness
- Last updated 2025-11-09 05:10:07; freshness should be verified.
- Geography
- null