Experimental investigation of silica nanoparticle morphology on interfacial properties, diffusion behavior, and oil recovery in carbonate reservoirs: Insights into spherical and rod-shaped particles
Seyyed Hadi Riazi, Elnaz Khodapanah, Seyyed Alireza Tabatabaei-Nezhad
{"title":"Experimental investigation of silica nanoparticle morphology on interfacial properties, diffusion behavior, and oil recovery in carbonate reservoirs: Insights into spherical and rod-shaped particles","authors":"Seyyed Hadi Riazi, Elnaz Khodapanah, Seyyed Alireza Tabatabaei-Nezhad","doi":"10.1016/j.molliq.2025.128557","DOIUrl":null,"url":null,"abstract":"<div><div>Carbonate reservoirs pose substantial challenges for enhanced oil recovery (EOR) due to their heterogeneous structure and predominantly oil-wet nature. This study explores the influence of silica nanoparticle morphology, spherical versus rod-shaped, on key EOR mechanisms, specifically wettability alteration and interfacial tension (IFT) reduction, under reservoir-representative conditions. Silica nanoparticles were synthesized via the sol–gel method and dispersed in nanofluids at concentrations ranging from 0.01 to 0.2 wt%. A comprehensive set of experiments, including static contact angle measurements, pendant drop IFT tests, dynamic IFT monitoring, zeta potential analysis, and core flooding tests, was conducted at temperatures up to 80 °C and pressures up to 2000 psi.</div><div>Results demonstrated that rod-shaped nanoparticles were more effective in reducing contact angle (from 152° to 35°) and IFT (from 25.6 to 9.6 mN/m) compared to their spherical counterparts. Zeta potential measurements confirmed the superior stability of rod-shaped nanofluids and stronger electrostatic interactions with carbonate rock surfaces, facilitating improved nanoparticle adsorption and wettability alteration toward more water-wet conditions. Dynamic IFT analysis revealed that nanoparticle morphology significantly influenced interfacial adsorption kinetics and diffusion behavior. Rod-shaped nanoparticles exhibited higher surface concentration (8.51 × 10<sup>−7</sup> mol/m<sup>2</sup>), greater diffusion coefficients, and higher activation energy barriers for desorption, indicating more stable interfacial adsorption.</div><div>Core flooding experiments at the optimal nanoparticle concentration (0.2 wt%) confirmed these findings, showing oil recovery enhancements of 18 % and 14 % for rod-shaped and spherical nanoparticles, respectively. These improvements were attributed to enhanced wettability alteration, IFT reduction, and flow diversion within the carbonate matrix.</div><div>This work presents the first comprehensive evaluation of silica nanoparticle morphology under realistic reservoir temperature and pressure conditions in carbonate formations. While previous studies have primarily focused on particle size and concentration, this study uniquely highlights particle shape as a critical yet underexplored parameter influencing interfacial behavior and EOR efficiency. These findings offer valuable guidance for designing next-generation nanofluids for optimized EOR performance.</div></div>","PeriodicalId":371,"journal":{"name":"Journal of Molecular Liquids","volume":"437 ","pages":"Article 128557"},"PeriodicalIF":5.2000,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Molecular Liquids","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167732225017349","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Carbonate reservoirs pose substantial challenges for enhanced oil recovery (EOR) due to their heterogeneous structure and predominantly oil-wet nature. This study explores the influence of silica nanoparticle morphology, spherical versus rod-shaped, on key EOR mechanisms, specifically wettability alteration and interfacial tension (IFT) reduction, under reservoir-representative conditions. Silica nanoparticles were synthesized via the sol–gel method and dispersed in nanofluids at concentrations ranging from 0.01 to 0.2 wt%. A comprehensive set of experiments, including static contact angle measurements, pendant drop IFT tests, dynamic IFT monitoring, zeta potential analysis, and core flooding tests, was conducted at temperatures up to 80 °C and pressures up to 2000 psi.
Results demonstrated that rod-shaped nanoparticles were more effective in reducing contact angle (from 152° to 35°) and IFT (from 25.6 to 9.6 mN/m) compared to their spherical counterparts. Zeta potential measurements confirmed the superior stability of rod-shaped nanofluids and stronger electrostatic interactions with carbonate rock surfaces, facilitating improved nanoparticle adsorption and wettability alteration toward more water-wet conditions. Dynamic IFT analysis revealed that nanoparticle morphology significantly influenced interfacial adsorption kinetics and diffusion behavior. Rod-shaped nanoparticles exhibited higher surface concentration (8.51 × 10−7 mol/m2), greater diffusion coefficients, and higher activation energy barriers for desorption, indicating more stable interfacial adsorption.
Core flooding experiments at the optimal nanoparticle concentration (0.2 wt%) confirmed these findings, showing oil recovery enhancements of 18 % and 14 % for rod-shaped and spherical nanoparticles, respectively. These improvements were attributed to enhanced wettability alteration, IFT reduction, and flow diversion within the carbonate matrix.
This work presents the first comprehensive evaluation of silica nanoparticle morphology under realistic reservoir temperature and pressure conditions in carbonate formations. While previous studies have primarily focused on particle size and concentration, this study uniquely highlights particle shape as a critical yet underexplored parameter influencing interfacial behavior and EOR efficiency. These findings offer valuable guidance for designing next-generation nanofluids for optimized EOR performance.
期刊介绍:
The journal includes papers in the following areas:
– Simple organic liquids and mixtures
– Ionic liquids
– Surfactant solutions (including micelles and vesicles) and liquid interfaces
– Colloidal solutions and nanoparticles
– Thermotropic and lyotropic liquid crystals
– Ferrofluids
– Water, aqueous solutions and other hydrogen-bonded liquids
– Lubricants, polymer solutions and melts
– Molten metals and salts
– Phase transitions and critical phenomena in liquids and confined fluids
– Self assembly in complex liquids.– Biomolecules in solution
The emphasis is on the molecular (or microscopic) understanding of particular liquids or liquid systems, especially concerning structure, dynamics and intermolecular forces. The experimental techniques used may include:
– Conventional spectroscopy (mid-IR and far-IR, Raman, NMR, etc.)
– Non-linear optics and time resolved spectroscopy (psec, fsec, asec, ISRS, etc.)
– Light scattering (Rayleigh, Brillouin, PCS, etc.)
– Dielectric relaxation
– X-ray and neutron scattering and diffraction.
Experimental studies, computer simulations (MD or MC) and analytical theory will be considered for publication; papers just reporting experimental results that do not contribute to the understanding of the fundamentals of molecular and ionic liquids will not be accepted. Only papers of a non-routine nature and advancing the field will be considered for publication.