Injection Molding OEE Comparison With Mathematical Model

OEE (Overall Equipment Effectiveness) data compares performance before and after applying a proposed mathematical model to improve an injection molding process. The dataset was authored by Ahmed M. Abed and published on figshare in April 2026. It is a small dataset stored in a 5.5 KB XLS file.

Use Cases

• Compare 'OEE without model' and 'OEE with model' columns to quantify the impact of the proposed mathematical intervention.
• Analyze trends in injection process parameters linked to OEE changes, such as cycle time or defect rate.
• Use the before-and-after OEE values as a benchmark for similar process improvement projects in manufacturing.

Strengths

• Data provides a direct before-and-after comparison for a specific process improvement.
• Published under a permissive CC-BY-4.0 license allowing reuse and modification.

Limitations

• Extremely small data volume at 5.5 KB, indicating very limited sample size or scope.
• Lack of column details, sample data, and row count prevents assessment of data structure and completeness.
• Future publication date (2026-04-08) suggests the data may be a placeholder or not yet fully available.

Provenance

Source

figshare, authored by Ahmed M. Abed.

Collection Method

Likely derived from a manufacturing process study or simulation.

Freshness

Last updated date is set to 2026-04-08, which is in the future.