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Reynolds-Averaged Simulation of the Fully Developed Turbulent Drag Reduction Flow in Concentric Annuli
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Reynolds-averaged modeling is performed for polymer-induced drag reduction (DR) fluid at the fully developed turbulent regime in a concentric annulus by using the commercial code, ansys-fluent. The numerical approach adopted ...
Development of Machine Learning Models for Multiple Leak Detection in Offshore Gas Pipelines under Single- and Multiphase Flow Conditions
Publisher: American Society of Civil Engineers
Abstract: AbstractLeak detection and localization in offshore gas pipelines is critical in preventing
hazardous events and minimizing operational and economic losses. This study presents
a structured machine learning (ML) framework ...
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