Industrial Project
Digital Twin
Made a exhaustive digital twin of the Smart Manufacturing Lab with two way communication with over 150000+ tags on each of the stations.
Visual Components
Kepware
Python Scripting
Reverse Kinematics
3D Modeling
PLC
System Architecture
Designed and implemented a comprehensive digital twin architecture connecting PLC hardware to a real-time simulation environment using OPC-based communication. Structured and mapped 150,000+ industrial tags and enabled synchronized two-way data flow between physical equipment and the Visual Components model and the machines in real time with less than 20ms of lag.
Automation Logic & Python Scripting
Developed Python-based event logic within Visual Components to replicate production sequencing including part arrival, pneumatic clamping, robot positioning, tool engagement, torque cycle execution, validation pathways, and reject or retry states including simulating a light-guide. Implemented fault-state simulation and interlock logic to enable offline validation of cycle behavior prior to physical testing. Structured the digital twin to support process visualization, failure analysis, and production sequence debugging in a controlled simulation environment.
