Predictive reliability is an often sought after but challenging use case in data science. The idea of avoiding failures by monitoring the health of a system and applying advanced algorithms…
Challenge Large oil producer is interested in understanding the ongoing effectiveness of their downhole pumps to lift fluid to the surface. Pumpjack failures proved difficult to detect using rule-based diagnostic…