Comparative Life Cycle Assessment of Yarn Tension Control in Textile Dyeing

Experimental data from a leading Egyptian cotton yarn producer demonstrates a novel yarn tension control method. The method reduced yarn defects by 35%, increased machine speed by 27%, and cut water consumption during dyeing by 65–70%. The dataset, created by Rana Ahmed and last updated in May 2026, supports analysis of cleaner manufacturing in textiles.

Use Cases

• Modeling water and chemical savings in textile dyeing based on tension control parameters
• Analyzing the trade-off between production speed and yarn quality based on experimental results
• Assessing energy consumption reductions in industrial processes based on optimized tension management
• Evaluating the scalability of cleaner production methods for developing nations based on the described methodology

Strengths

• Quantified performance improvements: 35% reduction in yarn defects, 27% increase in machine speed
• Specific environmental impact reductions: 65–70% lower water consumption, nearly 20% lower energy use
• Experimental validation conducted at a leading Egyptian cotton yarn producer

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• The dataset is very small at 5.5 KB, indicating limited scope

Provenance

Source

Rana Ahmed via figshare

Collection Method

Experimental validation at a cotton yarn production facility

Freshness

Last updated 2026-05-15 17:27:09; freshness should be verified

Geography

Egypt