Human Factors Projects
Explore guided student projects in Human Factors. Build hands-on skills with real aerospace tools and data.
3 projects
Combine with other filters →Build a Word Cloud and Classifier from Aviation Safety Reports
Mine real incident reports to discover what goes wrong in the cockpit
Download NASA ASRS incident summaries, create word clouds for different incident categories, then train a simple text classifier to categorize new reports. A hands-on introduction to natural language processing with real safety data.
Start Project → AI/MLAnalyze Aviation Incident Patterns with NLP
Apply modern NLP to uncover hidden patterns in safety data
Use the NASA ASRS database to classify incident narratives by category using TF-IDF and transformer models. Discover patterns in human-factors incidents that traditional analysis methods miss.
Start Project → AI/MLPredict Pilot Fatigue Risk from Flight Schedule Data
Model the invisible threat to flight safety with ML
Model cumulative fatigue using the SAFTE/FAST framework, then train an ML model on schedule features to predict fatigue risk scores. Tackle one of aviation safety's most challenging human factors problems.
Start Project →