Defect production analysis

Use Case

Defect production analysis in Visplore

Problem:

Unknown reasons for production of defects

High defect rates incur substantial costs and resource wastage. Yet, in modern manufacturing, pinpointing reasons for poor product quality solely by intuition is challenging. Factors such as materials, process parameters, and environmental variables contribute to defects, making conventional analysis methods inefficient.

Solution:

Joint visual analysis of process and quality data

Visplore streamlines analysis, enabling rapid validation and uncovering unexpected correlations between process characteristics and defects. Dynamic visualizations reveal patterns and process changes, with intelligent guidance accelerating investigation. Linked visuals facilitate comprehensive analysis, incorporating diverse data characteristics like parameter curves from discrete production steps.

Result:

Actionable insights for defect reduction

Identifying root causes swiftly enables informed countermeasures, averting future reject costs. Transparent decision-making and effective communication are enhanced through visual insights. Deep analysis fosters a holistic understanding of processes, sparking inspirations for improvements beyond defect reduction, such as energy conservation measures.

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