Evidence map›Paper›PMID 42824735›Full record

ArticleACS omega2026

Macro-Meso-Micro Cross-Scale Correlation of Rheological Evolution in Waxy Crude Oil Emulsions under Dynamic Cooling Conditions.

Hang Dong, Jiajie Zhang, Sen Wang, Jian Zhao

Abstract read
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Article in ACS omega, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Hang DongKey Laboratory for Enhance Oil and Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, Heilongjiang, China.
Jiajie ZhangKey Laboratory for Enhance Oil and Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, Heilongjiang, China.
Sen WangKey Laboratory for Enhance Oil and Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, Heilongjiang, China.
Jian ZhaoKey Laboratory for Enhance Oil and Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, Heilongjiang, China.ORCID https://orcid.org/0000-0002-4592-5221

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rheological deterioration of waxy crude oil emulsions poses a significant challenge to the flow assurance of subsea and long-distance pipelines. By integrating simultaneous rheology in situ microscopy with molecular dynamics (MD) simulations, the evolution of apparent viscosity was investigated under varying temperatures and shear rates. A cross-scale investigation was conducted to establish the correlations among macroscopic rheological response, mesoscopic structural evolution, and microscopic molecular interfacial behavior. The results indicate that the stepwise elevation in apparent viscosity during cooling is attributed to the formation of a composite network consisting of precipitated wax crystals and entrained water droplets. At a constant temperature (16 °C), the apparent viscosity exhibits a pronounced sensitivity to the water cut, increasing approximately 7.5-fold as the water cut rises from 10% to 40%. The mesostructure of high-water-cut systems is characterized by greater complexity, where dense droplets act as discrete resistance units that significantly impede fluid flow. Under shearing, the deconstruction of the three-dimensional wax-water network induces a distinct shear-thinning behavior. The heightened shear-thinning effect in high-water-cut emulsions is derived from the structural instability of Structure C composite units, which are dominated by heterogeneous interfaces and prone to disintegration. MD simulations further reveal a hierarchical mechanical resistance at the micro-interface, explaining the stability variations in mesoscopic aggregates. Specifically, the bonding strength of homo-aggregates significantly surpasses that of heterogeneous flocs interfaces; the latter exhibits interaction energy per unit area, peak stress, and fracture work of only 25.32%, 31.98%, and 10.96% of the former, respectively, identifying them as the structural weak points within the bulk mechanical network. Through the development of a quantitative model linking mesoscopic units with microscopic interfacial attributes, a meso-micro cross-scale correlation was established. The underlying mechanism is thus elucidated: macroscopic shear stress preferentially ruptures the heterogeneous bridging interfaces with lower micro-bonding energy, triggering a bottom-up cascading fragmentation of the mesoscopic network (Structure C → Structure B → Structure A), which macroscopically manifests as a sharp decline in apparent viscosity. Targeted weakening of the heterogeneous bridging interfaces provides an effective regulatory strategy for further enhancing the flowability of the system.

Identifiers

PMID42824735
PMCPMC13629359

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