In this study, we developed a laboratory-based model to analyze wettability alteration in the oil–water-rock system. The selected Surface Complexation Model (SCM), based on experimental data, is refined through sensitivity analysis and comparison with experimental measurements, including zeta potential and contact angle. Our analysis indicates that, in addition to magnesium, calcium, and sulfate ions, the adsorption of sodium and chlorine on calcite surfaces, as well as sodium adsorption on oil surfaces, significantly affects electrostatic interactions and surface potential alterations. Consequently, the complexing reactions of these ions were incorporated into the model and adjusted based on sensitivity analysis. Moreover, surface complex reactions exhibit distinct behaviors in neutral, acidic, and alkaline environments. Therefore, different reactions were considered and sensitivity analyzed for oil and rock surfaces in neutral conditions. The model’s reliability was further validated by comparing predicted and experimental zeta potentials. Additionally, disjoining pressures were computed, and contact angles were simulated, demonstrating the model’s accuracy. Key findings include the successful modification of reaction parameters to achieve accurate results across different pH levels and ion concentrations. This confirms the applicability and reliability of the developed SCM for wettability alteration analysis, further supported by stability maps that consider varying ion concentrations and pH levels.
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