Meet Squashy: Our Cutting-Edge Data Mining Framework
In the fast-paced world of petroleum production, leveraging advanced data mining techniques has become a game-changer. With ProductionCompass AI, our clients can unlock valuable insights from vast amounts of production data, driving efficiency, reducing costs, and optimizing operations.
- Author
- Danielle Monteiro
- Publish date
- · 2 min read
Squashy is a mature, real-time data pipeline designed to transform how we handle production data. Here’s how it works:
𝟏. 𝐈𝐧𝐭𝐞𝐫𝐯𝐚𝐥 𝐈𝐝𝐞𝐧𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧: Squashy continuously monitors a subset of all sensors using rules and models crafted by our data scientists. It identifies intervals of interesting behavior, ensuring that critical data is never missed.
𝟐. 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐚𝐥 𝐒𝐮𝐦𝐦𝐚𝐫𝐢𝐳𝐚𝐭𝐢𝐨𝐧: Once relevant intervals are identified, Squashy summarizes them with selected statistics. These summaries provide quick and actionable insights into production processes.
𝟑. 𝐃𝐚𝐭𝐚 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠: The summarized data sets can be further processed using advanced cleaning and imputation methods, ensuring the highest data quality for decision-making.
Our innovative approach is backed by two patents, underscoring our commitment to pioneering advancements in data mining and production data. More information here: Squashy 1, Squashy 2
