The Drilling Uncertainties and Prediction Technical Section (DUPTS) was established to support drilling planning and execution challenges through the use of artificial intelligence, machine learning and data science solutions. DUPTS currently has more than 2,000 members distributed globally, covering NOC, IOC, academia and service companies.
As more real-time data is being used for machine learning models to make critical decisions in drilling operations, it is critical to ensure sensor data are of good quality. The goal of this competition is to develop methods to detect, assess and correct real-time drilling sensor data.