
Oil Production Wells Events Detection Using Change Points Detection Algorithms (Scale, Cease, Slugging Wells)
In the Rumaila supergiant oil field, detecting well issues like scaling, cessation, or slugging is critical to maintaining productivity. This project employs cutting-edge change point detection techniques to break down time-series data into sub-trends, each representing a distinct phase of well behavior. By analyzing statistical properties of these sub-trends, we identified problematic patterns, enabling swift action to maximize production uptime.