Design and evaluation of an embedded automation system for optimized cut-shape placement on coconut shells in sustainable key tag manufacturing
Fig 10
Comparison of cut placement accuracy between automated and manual marking methods across 20 coconut shell samples, showing consistently higher accuracy with the proposed system.