Manufacturing Projects
Explore guided student projects in Manufacturing. Build hands-on skills with real aerospace tools and data.
3 projects
Combine with other filters →Sort Good vs. Bad Parts with Image Classification
Teach a computer to inspect parts like a quality engineer
Photograph real parts (3D-printed or handmade), build a labeled image dataset, and train an image classifier to sort pass vs. fail. Learn the basics of computer vision and quality control in aerospace manufacturing.
Start Project → AI/MLDetect Surface Defects in Aerospace Parts with CNN
Train a deep learning model on real industrial defect data
Train a convolutional neural network to classify images of metal surfaces as defective or non-defective using the NEU Surface Defect Database. Build a production-quality defect detection pipeline applicable to aerospace manufacturing.
Start Project → AI/MLProcess Parameter Optimization for Additive Manufacturing
Use Bayesian optimization to tune 3D printing for aerospace-grade quality
Build a Bayesian optimization pipeline that tunes additive manufacturing parameters (laser power, scan speed, layer thickness) to minimize porosity and maximize tensile strength. Apply surrogate modeling and intelligent search to a real aerospace manufacturing challenge.
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