Phase I distribution-free control charts for individual observations using runs and patterns

Key Points

• Distribution-free control charts improve monitoring of individual observations significantly.
• The proposed approach incorporates runs and patterns which enhance statistical reliability.
• Analysis leverages statistical process control techniques to monitor variations effectively.
• Highlights the need for novel methodologies in quality control practices for better insights.