Amirig
BVT implements comprehensive digitalization programs in the field of well construction and operation, applying artificial intelligence (AI) and Big Data technologies to enhance the operational efficiency of drilling. The Amirig software suite is the key product that implements the concept of intelligent drilling process management.
Amirig is an integrated software solution for predictive modeling and optimization of well construction that transforms drilling from an experience-based process into an area of controlled, high-precision engineering.
- Key functionality
The Amirig software suite uses machine learning methods, including recurrent neural networks, which enables it to solve the following tasks:
Risk forecasting and mitigation:
Development of a predictive model: The system analyzes large volumes of historical data (mud logging, gas logging, inclinometry, lithology) from dozens of reference wells. Based on this analysis, Amirig generates a probabilistic forecast of complications along the entire wellbore, achieving the accuracy of up to 85–90%.
Optimization of operating parameters:
Based on the analysis of Mechanical Specific Energy (MSE) and other operational parameters, the system determines the optimal drilling settings. It generates a map of efficient operating modes and allows to minimize well construction time.
Identification of critical influencing factors:
AI algorithms identify direct correlations between the occurrence of complications and key operational parameters such as mud density and temperature, as well as surface pressure.
- Value for the Partner
The implementation of Amirig provides the Partner with a unified digital model of well construction that includes optimized drilling parameters and a probabilistic forecast of complications. As a result, it significantly reduces construction time, increases industrial safety, and minimizes non-productive time during drilling operations.