OMB Individually Reported
Aero-Engines AI - a machine-learning app for aircraft engine system-performance prediction
Low riskExact public inventory row
Description
Aero-Engines AI is a Windows app that deploys machine-learning analytics to predict aircraft engine performance.
Detailed example
Predicting engine TSFC, engine weight, core size, and turbomachinery stage counts
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Aero-Engines AI is an easy-to-use and a time-saving tool for aircraft engine design-space exploration during the conceptual design stage.
Controls / human review
ATO: Not reported; PIA: Not published