AUTOMATED FULL-FIELD WELL OPTIMIZATION AND EVENT DIAGNOSTICS
Developed by our team of leading petroleum experts and data scientists, production analytics provides automated well optimization and event diagnostics with leading indicators for major artificial lift types.
PUT VALUABLE TIME BACK IN YOUR OPERATORS’ DAYS
Production Analytics allows your operators to be experts by giving them more time to fix underlying issues, optimize performance and innovate throughout the oilfield. The solution vastly reduces the time operators and engineers need to monitor wells by surfacing evolving problems directly to them. Use Production Analytics to automate repetitive monitoring tasks while extending monitoring capabilities across the field to help Engineers focus on more valuable tasks of design, planning and field management.
DETECT THE ONSET OF SUBOPTIMAL CONDITIONS, DOWNTIME AND AUTOMATE WELL OPTIMIZATION
Production Analytics includes our Production Unified Monitoring solution, our Expert-Guided Machine Learning collaboration tools, plus advanced analytics that improve production by detecting the onset of suboptimal conditions and downtime as well as automating well optimization by lift type.
ADVANCED ANALYTICS TOOLS FOR ANY LIFT TYPE
SUBOPTIMAL CAUSE ANALYSIS
Detect suboptimal operations, the “silent killers” of high production and equipment health. Increase uptime and the lifespan of your equipment. Plan into workovers or prevent them entirely.
Back pressure regulation
Incomplete pump fillage
Increasing annular flow
EVENT DETECTION AND PREVENTION
Gain more lead time to know when a well may fail and a richer understanding of what causes your wells to fail. Plan into failure instead of acting after failure happens.
Hole in tubing
Hole in tubing
Stuck motor control valve
Optimize throughout the life of the well according to your objectives, whether they are reducing costs, increasing production, or both.
Gas injection rate
See how Production Analytics can detect suboptimal time, detect events and optimize your fields
TURN YOUR DATA INTO ACTIONABLE INSIGHTS
MONITOR ALL WELLS 24/7
Give your engineers the ability to actively monitor hundreds of wells rather than the same 25-50 wells each day. Production Analytics’s automated monitoring actively evaluates all wells and surfaces evolving problems directly to operators.
ADDRESS PROBLEMS EARLY
Get advanced notice to diagnose problems and prevent a shutdown or plan into a workover efficiently. Our models go beyond simple thresholds to understand combinations of patterns across signals to reveal what is happening to your wells.
ALERTS, TASKS AND WORKFLOWS
Production Analytics includes alerts, tasking and workflow tools that help operators manage fields proactively. Our event detection diagnosis with leading indicators can trigger alerts and tasks to help operators take early action. Notifications can be shared from any device.
Start turning data into actionable insights
IT DOESN’T TAKE MONTHS TO BEGIN
RUN MACHINE-LEARNING ANALYTICS QUICKLY
Our models can be calibrated to your data in weeks. As our calibration period completes you will be able to run and train models immediately within the system. No waiting days or weeks for models to be adjusted and results to come in.
GUIDE MACHINE LEARNING WITH YOUR EXPERTISE
Our Expert-Guided Machine Learning collaboration tool helps you easily label data, deploy models to the field, and swiftly view actionable results with the supporting data you need to make timely decisions. Expert-Guided Machine Learning embeds operators’ knowledge into the system, allowing you to extend their management expertise using the power of machine learning.
YOUR DATA SCIENTISTS CAN
BUILD AND DEPLOY THEIR OWN MODELS
Run your own team’s models on our Expert-Guided Machine Learning engine, giving your data scientists a flexible tool where they can train models and send actionable results to operators and engineers with supporting well and event data.
TRAINED ON DATA FROM THOUSANDS OF WELLS
OUR MODELS ARE BUILT BY ARTIFICIAL LIFT EXPERTS
OspreyData is second-to-none in the richness of petroleum expertise we bring to analytics. Our team of leading artificial lift experts bring decades of experience and work alongside our data scientists to build and shape models. They identify suboptimal conditions, explain failures and their root causes, and discover optimization opportunities across the historical data from thousands of wells.
DEVELOPED BY LEADING PETROLEUM SUBJECT MATTER EXPERTS
ACCESS OUR MODEL LIBRARY
With Production Analytics, gain immediate access to models we’ve developed with artificial lift experts as we calibrate them to your fields over time. With your operators and engineers’ feedback, models improve over time and adapt to your own field’s unique needs.
Your own data scientists and engineers can also leverage our existing set of lift type specific feature calculations for constructing their own models. Utilize our model results in your analytic scenarios and event detection.
Start employing our expertly built model libraries to diagnose events before they happen
- Actively monitor wells with powerful machine learning
- Suboptimal condition detection
- Failure event detection and diagnosis
- Automated well optimization throughout life of well
- Train and improve models with our EGML tool
- Leverage our feature calculations and models
- Real-time alerting and notifications
- Rules-based workflows triggered by event detection