Intellectual solutions in production management

Irvud

Waterflooding

blue

The waterflooding Management technology are based on artificial intelligence algorithms and solves the problem of optimizing water injection process in order to increase oil production and reduce operating costs. Neural network algorithms allows to establish multi-parameter functional dependencies of fluid flow rate and water cut of production on water injection rates, on the basis of which oil production is maximized within the given limits of water injection.

Preparation of a training set sample (liquid production, water cut, water injection rate) - elimination of the prevailing effect of well works and incorrect measurements. Processing primary data by filtering methods: trend method, Savitsky-Golay method, confidence filter method and wavelet smoothing.

Preprocessing

Search for influencing injection wells based on the liquid production and water injection rate correlation.

Clustering

Search for functional dependencies between production and injection data based on artificial intelligence algorithms.

Neuralnetwork training

Search for optimal operation modes of injection wells that provide the maximum potential for oil production in a given limits of water injection.

Optimization

Flow Rate Watcher

red

«Flow rate watcher» is a technology for optimization of pumping equipment in order to maximize the economic efficiency of production process. The technology is based on a multidimensional optimization algorithm that generates the optimal performance of pumping equipment in a given constraint model.

Preprocessing

Constraint Model

Combinations of solutions

Optimization of pumping equipment

Automated control system

orange

A complex of algorithms for remote control of the operation modes of injection and production wells. The optimal water injection rates are achieved through automated control systems, ensuring the prompt implementation of the management strategy. Using that automated system allows information exchange between telemetric data collection systems and the artificial intelligence system, thus establishing a link named "field - intelligent control systems".

Formation of operating modes of producing and injection wells

Optimization of fluid extraction

Search for the optimal distribution of the injection

Neural network design and
training

Verification and systematization of production information

The software part

Software interface

We are ready to make a detailed presentation of the technology for you

Request a presentation

By clicking on the button you agree to the privacy policy

The search for external partners is a promising direction for consolidating the company's competencies and developing technologies based on artificial intelligence algorithms.

We are open to partnership

Planned consolidation of competencies:

Remote control systems, executing commands to change the operating modes of production and injection wells.

Application of software: Waterfooding managment, FRW, ATLAS-ACS

Injection control equipment

Become our
partner