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
- ยท 2 min read
Squashy is a mature, real-time data pipeline designed to transform how we handle production data. Hereโs how it works:
๐. ๐๐ง๐ญ๐๐ซ๐ฏ๐๐ฅ ๐๐๐๐ง๐ญ๐ข๐๐ข๐๐๐ญ๐ข๐จ๐ง: 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.
๐. ๐๐ญ๐๐ญ๐ข๐ฌ๐ญ๐ข๐๐๐ฅ ๐๐ฎ๐ฆ๐ฆ๐๐ซ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Once relevant intervals are identified, Squashy summarizes them with selected statistics. These summaries provide quick and actionable insights into production processes.
๐. ๐๐๐ญ๐ ๐๐ซ๐จ๐๐๐ฌ๐ฌ๐ข๐ง๐ : 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
