Digital Twin for Custom Machine Design: PLC-in-the-Loop and Motion Simulation

The Machine That Worked on Screen and Failed on the Floor We built a four-station assembly cell. The mechanical design was reviewed, the PLC program was written, and the cycle simulation looked perfect — every station cycled in 6 seconds, the robot picked and placed without collision, and the throughput target was met. On the …