Integration of analytical, physics-based, and data-driven models to optimize production
Data Integration & Performance Monitoring
Generate a unified data model from disparate sources
Automated workflows for established cyclic steam injection KPI’s
Well/reservoir level injection and performance monitoring
Flag underperforming wells and steam groups
Screening, Surveillance & Opportunity Ranking
Establish steam injection and production targets
Evaluate steam availability
Surveillance for steam candidates (rate, pressure, temperature, surface deformation)
Steam scoring system for every well based on pre- established KPI’s and KO criteria
Operational Improvement & Optimization
Centralized decision-making dashboard for steam cycle optimization and production enhancement
Automated recommendation for daily steam switches to reduce well downtime
Ticketing system for steam switches and well review
With PetroVisor™ this North American Operator was able to:
SAGD – Major Canadian Operator, 200 ESP Wells. Integration of expert system for failure detection and daily directives.
Cyclic Steam Stimulation – Small Californian Operator. Applied ML and knowledge automation for data driven steam injection optimization.
Continuous Steam Injection – Major European Operator. Applied a probabilistic type curve approach to optimize steam injection using machine learning.
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