- Conference Article
- 10.2118/229937-ms
Advanced Fluid Modeling of Nanoparticles in Heterogeneous Rocks: Paving the Path for Sustainable Carbonate Reservoir Development
- Nov 03, 2025
- L Hendraningrat + 3 more +3
Abstract Carbonate reservoirs, which contain a significant portion of the world's oil reserves, present unique challenges due to their complex pore structures and oil-wet characteristics, which hinder efficient oil extraction. The utilization of nanoparticles in improved and enhanced oil recovery (IOR/EOR) has emerged as a promising approach to address these challenges. Additionally, the modeling of nanoparticle behavior in carbonate rocks remains an area with significant gaps in understanding. This paper aims to develop and validate an advanced fluid modeling framework that integrates nanoparticle transport and interaction mechanisms in carbonate rock reservoirs under reservoir conditions. The primary objective is to identify and quantify critical parameters such as adsorption, wettability alteration, and transport dynamics—that influence the efficiency of nanoparticle-assisted oil recovery. The study involves complex mechanisms to understand these parameters and unlock the potential of nanoparticles in improving oil recovery. In this study, a comprehensive experimental and numerical modeling approach was employed to evaluate the performance of nanoparticles in coreflooding experiments. Laboratory tests involved fluid and rock characterization, adsorption rate, the injection of nanoparticle-enhanced fluids into carbonate core samples, with measurements taken for differential pressure, flow rates, effluent composition, adsorption. The experimental setup involved injecting the fluids into carbonate core samples under reservoir conditions, while monitoring pressure, flow rates, and effluent volume. The developed model incorporates key physical and physic-chemical processes, including wettability and adsorption measurements. The experimental coreflooding tests, which included rocks-fluid characterization and nanofluid injection, were successfully validated through a robust modeling framework. The results demonstrate that adsorption plays a crucial role in the efficiency of the oil displacement process. Adsorption of nanofluids onto the rock surface was investigated to significantly alter the wettability of the carbonate matrix, enhancing oil displacement and recovery. The integration of experimental insights with predictive modeling enables a deeper understanding of nanoparticle transport and interaction within complex carbonate matrices. The findings provide valuable insights into the design of next-generation IOR technologies, presenting a predictive model for a cost-effective and environmentally friendly solution to maximize hydrocarbon recovery and ultimately contributing to the sustainable development of carbonate oil fields.
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