This market is creating huge amounts of records from exploration, harvesting, and transport. Leveraging these large data can reveal considerable worth. Companies are more and more using advanced analytics and machine learning techniques to enhance processes, lower costs, and maximize performance. Including predictive maintenance of vital machinery

High-pressure, high-temperature (HPHT) fracturing operations demand robust well integrity to prevent fluid migration and ensure operational safety. A critical component in achieving this objective is the design of frac plugs, which are deployed to isolate zones within a wellbore during hydraulic fracturing treatments. Novel research has focused on