Alexander Smolenskiy

Cooking high quality bitumen economically with machine learning. We will talk about delivering optimal recipes for the producing of polymer modified bitumen (PMB): how bitumen differs from PMB, how you can save costs and get high-quality product using ML methods, what to do and what to avoid if you want to obtain robust outcomes with ML.

This session will explore a use case involving an edge-based solution for excavator bucket teeth wear and brakeage detection and granulometric analysis on the large open pit coal mine in Asia.