What Is OspreyData Science?
Our science and methodological approach is simple: Our expertise meets your expertise to empower your wells. Whether is it ESP, Rod Pump, Gas Lift, Plunger Lift, or Downhole Analysis, our approach is to help you optimize production. Below, we will
A Quick Intro to Data Science
When using data science, labeling events that occur in the field within the system is critical. With accurate labels and comprehensive well data, the raw materials are then available to train AI/ML models. But these raw materials need to be
Getting To Know AI and ML Models
In Artificial Intelligence(AI) and Machine Learning (ML), a model replicates a decision process to enable automation and understanding. AI/ML models are mathematical algorithms that are “trained” using data and human expert input to replicate a decision an expert would make
Gas Lift Optimization In Context of Oil & Gas Prices
In 2019, the United States was the largest producer of oil in the world, producing 19.5 million barrels of oil per day. The U.S. oil production rates have more than doubled during the last decade. According to the U.S. Energy
Our Solutions to Data Quality Issues
We often discuss how a Production Operations team needs a centralized data backbone across the operational teams. With our Unified Monitoring solution, we are often on the front line for integrating multiple Production Systems. When we talk about lessons learned in
6 Common Data Quality Issues and the PPDM Data Model
In Production Operations, more and more devices have data collection and the type and frequency of the data collected is growing exponentially. We often hear from organizations about their struggles with their available data. It may be collection, or retention, or