The scope includes pre- and post-stimulation measurements to track changes in near-wellbore impedance during geothermal injection.

High-frequency surface-pressure technology and temporal calculations now quantify pipe friction, perforation friction, perforation efficiency, Uniformity Index (UI), and effective hydraulic horsepower (HHP) in real time.

This paper presents workflows that incorporate live surface-based measurements of pipe friction, perforation friction and cluster distribution, to enable informed decision-making for improving completion strategies both in performance and economics.

This study evaluates these relationships using production regression, perforation efficiency forecasting, and SHAP-based completion diagnostics derived from acoustic friction analysis.

This paper analyzes data from over 200 Williston Basin wells to demonstrate a strong positive correlation between acoustically derived cluster Uniformity Index (UI) and early-time well production.

This paper introduces a real-time workflow using acoustic friction analysis to dynamically optimize hydraulic fracturing treatments by reallocating volumes and adjusting parameters based on live subsurface feedback.

This paper evaluates the impact of casing diameters, friction reducer types, and regional water quality on wellbore fluid friction utilizing direct measurements from acoustic friction analysis.

This paper presents an acoustic friction analysis method to diagnose the success of refracturing treatments by determining whether new rock is being stimulated.

This paper explores how acoustically measured perforation friction and efficiency can be utilized to optimize hydraulic fracturing operations and reduce environmental emissions.

This paper demonstrates the use of real-time acoustic friction analysis to evaluate different completion designs and assess the impact of perforation orientation on fracture initiation.