Autonomous drilling parameters management system optimizes drilling practices to maximize ROP.
Talk to an expertThe LOGIX™ drilling performance optimizer is an autonomous drilling parameters management system that uses advanced machine learning algorithms to determine the optimal operations envelope. The service maximizes ROP with the mitigation of undesired drilling dysfunctions, improves operational effi ciency with the extension of BHA life, and reduces well delivery time with the optimization of drilling practices.
For a closed loop integrated autonomous drilling system, the LOGIX™ drilling performance optimizer runs with the Auto Steer and Collision Alert services of the LOGIX™ automation and remote operations to reduce operational risk and uncertainty and deliver accurate wells in a reliable, repeatable and consistent way.
The LOGIX™ drilling performance optimizer maintains the optimal drilling parameters to maximize ROP. The key differentiator is the processing of real-time data through physics-based models and machine learning algorithms to detect formation change and bit-rock characteristics.
The LOGIX™ drilling performance optimizer calculates bit wear and detects premature bit damage with physicsbased models calibrated in real time. The bit-rock model allows accurate detection of performance changes and determines their causes. The service recommends optimal drilling parameters to manage bit dysfunctions, such as bit balling due to hole cleaning issues. The optimized drilling parameters maintain a balanced bit-rock interaction that enhances steering performance and maximizes bit life. This reduces premature BHA trips and improves operational efficiency premature BHA trips and improving operational efficiency.
With the accurate estimation of depth-of-cut, state-of-bit wear and formation characteristics, the depth-of-cut, state of bit wear and formation characteristics, the LOGIX™ drilling performance optimizer determines the optimal drilling parameters to maximize ROP, and maximize on-bottom time. During the planning phase, the service analyzes offset well data to determine a drilling roadmap.
