Foresight - Predictive Intelligence for ESP Systems

ENHANCING ESP RELIABILITY:
PREDICTING FAILURES THROUGH PHYSICS-DRIVEN ML

Foresight is a cloud-based solution that integrates machine learning techniques with traditional physics and statistical analysis to accurately predict failure probabilities.

Solution’s models are trained using sensor time series of historical failures and entail advanced data processing, interpolation, quality evaluation and feature engineering.

MAXIMIZE PROFITABILITY BY:

• Reducing production loss due to ESP downtime (minimized differed production)

• Predicting the type of ESP failure ahead of time. Maximize ESP time between trips

• Better plan for the allocation of rigs

• Optimize the level of stock inventory