Honors College Senior Thesis Presentations
Data-Driven Machine Learning Methods for Remaining Useful Life Prediction
Academic Level at Time of Presentation
Senior
Major
Computer Science, Mathematics
List all Project Mentors & Advisor(s)
Dr. Saptarshi Sengupta
Presentation Format
Oral Presentation
Abstract/Description
I will present my work exploring machine learning solutions for remaining useful life prediction for physical devices. In my work, I predict remaining useful life for hard-disk drives and aircraft engines. I train long short-term memory networks to achieve state-of-the-art performance for these two problems.
Spring Scholars Week 2022 Event
Honors College Senior Thesis Presentations
Data-Driven Machine Learning Methods for Remaining Useful Life Prediction
I will present my work exploring machine learning solutions for remaining useful life prediction for physical devices. In my work, I predict remaining useful life for hard-disk drives and aircraft engines. I train long short-term memory networks to achieve state-of-the-art performance for these two problems.