Table 1 Representative 3D simulation model results (process throughput, utilization rate and replacement of workers) by implementing robot for two manufacturing process cases

Category As-Is To-Be
Case 1 Throughput 508 Box (254 Box/man) 736 Box
Utilization Rate 99.97% (Manual) 88.5% (Applied Robot)
Replacement of Workers 2 2
Case 2 Throughput 360 Box 611 Box
Utilization Rate 99.55% (Manual) 95.09% (Applied Robot)
Replacement of Workers 3 0