Evidence map›Paper›PMID 41876607›Full record

ArticleScientific reports2026

Euler simulation of hydrocyclone pre-separation before oily wastewater membrane treatment based on Population balance model.

Zhao Shuai, Xie Liqiu, Ding Laiyuan, Liu Yan, Sun Daming, Ren Yong

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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

6 authors.

Zhao ShuaiShandong Labor Vocational and Technical College, Jinan, 250300, China.
Xie LiqiuShandong Labor Vocational and Technical College, Jinan, 250300, China.
Ding LaiyuanShandong Labor Vocational and Technical College, Jinan, 250300, China.
Liu YanShandong Labor Vocational and Technical College, Jinan, 250300, China.
Sun DamingShandong Labor Vocational and Technical College, Jinan, 250300, China.
Ren YongShandong Labor Vocational and Technical College, Jinan, 250300, China. renyong_2022@163.com.

Funding

Open Project of National Oil Shale Mining Research and Development Center 33550000-22-ZC0613-0245The Natural Science Foundation of ShanDong Province ZR2024QE216
6 · The paper itself

Abstract

Membrane technology is considered an effective technique for separating and purifying oily wastewater, and membrane fouling caused by surfactant adsorption or oil droplet blockage of pore channels. Therefore, before membrane treatment of oilfield wastewater, it is necessary to carry out pretreatment to reduce the oil content of oilfield wastewater and lay the foundation for improving membrane treatment efficiency. This article mainly uses the finite volume method to discretize the control equations, and uses the pressure velocity coupling method to analyze the primary hydrocyclone separation efficiency of oilfield produced fluids with oil content ranging from 10 to 30%. It explores the hydrocyclone flow field and particle trajectory of mixed fluids in hydrocyclones under different oil content states. The results indicate that the distribution of oil phase volume fraction in the hydrocyclone is comprehensively controlled by inlet flow velocity, oil content, and structural parameters such as cone angle and overflow pipe depth. At low to medium flow velocities (5.0 ~ 15.0 m/s), the centrifugal force field dominates the enrichment of oil towards the axis, and the coalescence effect is enhanced. At high inlet flow rates, the oil phase outflow channel changes from a dual channel of overflow and bottom flow to mainly overflow. When the inlet flow rate reaches 20 m/s, the shear force increases, causing the oil droplets to break and the radial migration path to deviate from the design. The flow velocity distribution becomes more complex, resulting in the distribution characteristics of the oil volume fraction in the mixed liquid becoming more complex, and small-sized oil droplets are discharged from the bottom flow. The increase in oil content enhances the probability of coalescence by increasing viscosity, but also increases Stokes resistance, resulting in prolonged droplet retention time, increased risk of shear failure, and intensified fluctuations in oil phase volume fraction at the overflow port.

Indexed as

Hydrocyclone separatorMembrane separation pretreatmentOil-water separationOily wastewaterPopulation balance model

Identifiers

PMID41876607
PMCPMC13168329

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.