Table 1 Comparative summary of previous studies versus the present work.

From: Influence of inorganic scale formation on asphaltene behavior during water injection

Study

Focus

Key findings

Limitations

Present study (novelty)

Merdhah et al. (2008)

Scale deposition in sandstone cores

Permeability damage depends on ion concentration & T; higher T → more CaSO4 & SrSO4, less BaSO4

Focused only on scaling, no oil–brine/asphaltene link

Extends beyond scaling: connects precipitation with molecular-level asphaltene transformations

Abbasi et al. (2020)

Mixed-salt precipitation during smart water injection

Higher sulfate in smart water → enhanced SrSO4 & CaCO3 precipitation; affects wettability

Did not analyze asphaltene or IFT

Shows how sulfate threshold (4 × Na2SO4) triggers coupled scaling–IFT–asphaltene polarity changes

Mohammadi and Riahi (2020)

Water incompatibility in carbonate reservoirs

Sulfate → CaSO4 & BaSO4 scaling; highlighted role of inhibitors

Focus only on inorganic scaling

Integrates inhibitors’ context with asphaltene–scale interactions using FTIR/EDS/XRD

Al-Samhan et al. (2020)

Effluent water + seawater mixing

CaSO4 & SiO2 precipitates; minimal BaSO4; XRD/EDS used

No interfacial/asphaltene analysis

Demonstrates how mineralogy directly affects IFT and asphaltene sequestration

Razavirad et al. (2024)

T & P effects on SW–FW compatibility

Higher T: ↓SO₄ in SW (CaSO4 ppt.), but ↑SO₄ in smart water; CaCO3 observed

Did not connect to oil chemistry

Bridges ionic/thermodynamic effects to molecular asphaltene changes

Hussein et al. (2024)

BaSO4 scaling vs. T & injection rate

Higher T & q → more BaSO4; morphology shift (needle vs. spherical) affects damage

No crude oil/asphaltene consideration

Links morphology to FTIR/EDS evidence: dendritic surfaces capture polar asphaltenes

Tokali et al. (2016)

Brine salinity & emulsions on asphaltenes

Emulsions destabilize asphaltenes; salinity threshold critical

Limited scaling view

Goes beyond emulsions: simultaneous scaling–IFT–asphaltene stability coupling

Shojaati et al. (2017)

Effect of MgCl2 on asphaltenes

Mg2+ enhances precipitation (25–40 k ppm)

Single-ion focus

Multi-ion comparative framework (Mg2+, Ca2+, SO42-) in scaling–asphaltene context

Alizadeh and Soulgani (2021)

Brine cations & asphaltene precipitation

Divalent cations ↑ precipitation; surface excess affected

No scale mineralogy considered

Incorporates divalent scaling with direct mineral–IFT–asphaltene correlations

Doryani et al. (2018)

Connate water cations on asphaltenes

Divalent ions ↑ precipitation; higher connate saturation ↑ precipitation

No multi-ion/sulfate threshold

Identifies precise sulfate enrichment (4 × Na2SO4) as key threshold event

Mokhtari et al. (2022)

Brine salinity & contact time

High salinity & Mg2+/SO42- nucleate asphaltenes; low salinity enhances adsorption

No direct scaling analysis

Links brine salinity to dual scaling + asphaltene destabilization

Mahdavi and Dehaghani (2024)

Asphaltene–clay emulsions in smart water

Kaolinite promotes polar asphaltenes at interface; alters rheology

Focus on emulsions, no scaling

Coupled analysis: clay-assisted emulsions + inorganic scaling + IFT in one framework

Present study

Scaling–asphaltene coupling under realistic brines

Identifies sulfate threshold (4 × Na2SO4) → polarity/IFT shift; Ba2+ vs. Sr2+ scaling linked to molecular changes (FTIR, XRD, EDS)

First systematic coupling

Provides predictive framework for designing injection water chemistry addressing both scaling and asphaltene instability