Task
Use the accumulated data on hydraulic fracturing operations when preparing new work, instead of relying only on engineers' experience.
Oil holding
Data analysis for hydraulic fracturing
The client is an oil holding.
Data analysisMachine learningIndustrial data
Data analytics for preparing and carrying out hydraulic fracturing.
Client
Oil holding
Industry
Oil production
Areas
Data analysis, machine learning
ESTESIS role
Solution development
From task to result
Client
An oil holding. Name under NDA.
What we did and how
We collected the operations data into a single dataset and built analytics for the engineering team.
- 01Collecting and cleaning data on completed operations
- 02Analysis of factors affecting the result
- 03Models for evaluating and comparing options
- 04Visualization for preparing and carrying out operations
Result
Engineers prepare operations based on data from past work.
Stack and competencies
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