Data-driven well planning and its impact on energy efficiency

Data-driven well planning integrates geological, drilling, and emissions data to optimize well trajectories, fluid design, and equipment selection, ultimately reducing energy consumption and carbon intensity. This paper applies Life Cycle Assessment (LCA) to evaluate the energy savings enabled by digital well planning systems. The study demonstrates that the use of digital planning tools can reduce overall rig energy demand by 8–12% per well by minimizing non-productive drilling, optimizing bit runs, and improving hole cleaning efficiency. The findings reinforce data-driven planning as a cornerstone of sustainable drilling.