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Opportunity

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Opportunity
Specific Challenge

Achieve well placement consistency, with less human error

REGION - Europe

Europe

Overview

As the industry looks to improve performance, optimize resources, and reduce its carbon footprint, additional advanced drilling automation options are needed to meet these goals. Consistent well placement starts with precise steering during well construction, which directly affects the performance of all subsequent well delivery activities.

Challenge

  • Achieve well placement consistency, with less human error
  • Increase ROP over conventional drilling methods

Solution

  • LOGIX® Autonomous Drilling Platform – combining physics-based models with machine learning
  • MaxROP – providing maximum ROP limit while staying within ECD limitations and maintaining annular cuttings load within limits
  • iCruise® Intelligent RSS – for closed-loop autonomous drilling operation
  • Penta-combo LWD suite to maximize hydrocarbon recovery

 

Result

  • Successful implementation of LOGIX autonomous drilling platform
  • Validated the superiority of the automation-driven platform after comparison with similar historic wells  
  • Significantly increased ROP by an average of 43.6 percent
  • Improved well delivery time by over 30 percent

Challenge

As drilling automation continues to improve, it is difficult to show all the capabilities and benefits available through automation technologies without comparative evidence. Operators need a way to understand the differences between conventional, manual drilling techniques and automation. They also need to evaluate the differences between using a fully autonomous system compared to an advisory automation process.

Solution

An operator in Europe participated in a pilot program with Halliburton to test the viability of fully automating directional drilling processes. This field trial implemented the latest advancements in steering automation, featuring the LOGIX® autonomous drilling platform and the MaxROP application. The BHA included the iCruise® intelligent rotary steerable system (RSS) and a penta-combo logging-while-drilling (LWD) suite. The combination of the LOGIX platform and iCruise RSS allow a closed-loop, fully autonomous drilling operation.

This unique combination of automated drilling technologies performs previously manual tasks to completely steer three-dimensional wells autonomously—without compromising wellbore quality. The LOGIX platform’s physics-based modeling and machine learning (ML) techniques, make calculated drilling decisions to generate steering commands and recommend drilling parameters in real time. Steering commands can be sent directly to the BHA or used in an advisory capacity allowing the directional drillers to decide how to react to changes downhole.

Engineers in a Remote Drilling Center (RDC) and rigsite personnel use an integrated digital user interface to display all drilling data (e.g., bit speed, flow rate, weight on bit, cuttings load) and advisory information on-screen.

3

Wells

30%

Improvement in well delivery time

43.6%

Improvement in ROP

Result

Data collected from three automated wells over a two-year period demonstrated consistent well placement while achieving a higher rate of penetration (ROP) than those using conventional drilling methods.

This pilot project illustrates the superior capability of the LOGIX autonomous drilling platform in drilling control and performance consistency over time. A significant overall average ROP increase of 43.6 percent across four well sections was seen during the project. The autonomous drilling solution successfully leveraged physics-based modeling and ML techniques to produce repeatable, predictable well delivery results—with a greater than 30 percent improvement in well delivery time. The implications for eliminating manual decision-making and reducing human error are also notable. Overall, the operator was able to minimize rigsite resources and maximize asset value. The operator is considering using the same solution for all their assets. Drilling automation is changing the way we are steering wells in Europe, and globally.

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