Patent ID: 11867055
Assignee: SAUDI ARABIAN OIL COMPANY
Field: Civil engineering (Other fields)
Classification: CPC E  G | IPC E  G

Claim 13:
14. A non-transitory computer readable medium comprising software instructions, that when executed, perform a method comprising:
measuring drilling performance metrics while performing drilling operations in an offset well using an instrumented cutter of a drill bit comprising an on-cutter sensor;
transmitting the drilling performance metrics to a computing device;
training a machine learning (ML) model hosted by the computing device using processed drilling performance metrics, surface drilling parameters, and characteristics of the instrumented cutter to obtain a trained ML model;
using the trained ML model to optimize the surface drilling parameters and predict drill bit performance while performing drilling operations in the offset well, and
processing the drill performance metrics, surface drilling parameters, and the characteristics of the instrumented cutter by:
aggregating drill performance metrics from a plurality of on-cutter sensors of the instrumented cutter; and

transforming the drill performance metrics, the surface drilling parameters, and characteristics of the instrumented cutter to remove noise using a Fast Fourier Transform.