Advanced AI-Driven Parametric Design, Simulation, and Smart Manufacturing Using Open-Source Tools
This advanced course teaches participants how to integrate AI-driven automation into parametric design, simulation, and smart manufacturing using open-source tools. Covering topics from generative design and multi-physics simulation to AI-enhanced CNC machining, robotics, and blockchain-enabled manufacturing, learners will gain hands-on experience in building an end-to-end AI-powered digital manufacturing workflow.
Add a Title
Add paragraph text. Click “Edit Text” to update the font, size and more. To change and reuse text themes, go to Site Styles.
Course Duration:
Level:
Advanced
Course Objectives
By the end of this course, participants will be able to:
Automate parametric 3D CAD modeling using AI and FreeCAD
Apply AI-driven generative design using evolutionary algorithms and GANs
Conduct AI-enhanced FEA, CFD, and multi-physics simulations
Implement AI-driven CNC programming and additive manufacturing optimization
Develop and integrate digital twins for real-time production monitoring
Utilise AI-based defect detection and reinforcement learning for robotics
Leverage blockchain and cloud-based AI for decentralized manufacturing
Prerequisites
Basic programming skills (Python, C++, or JavaScript)
Experience with CAD software (FreeCAD, Blender, Rhino/Grasshopper)
Familiarity with numerical simulation tools (FEA, CFD)
Understanding of manufacturing processes (CNC, robotics, IoT)
