Evidence map›Paper›PMID 41310089›Full record

ArticleScientific reports2025

Performance enhancement of a low-energy humidification dehumidification desalination system using the M-cycle.

Mohammad Ali Bakhtiari, Mohamad Sadeq Karimi, Bahar Firoozabadi

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Mohammad Ali BakhtiariSchool of Mechanical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran.
Mohamad Sadeq KarimiSchool of Mechanical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran. mohamad.karimi@sharif.edu.
Bahar FiroozabadiSchool of Mechanical Engineering, Sharif University of Technology, Azadi Ave., Tehran, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Water scarcity remains a pressing global issue, particularly in arid and coastal regions, necessitating the development of energy-efficient and sustainable desalination technologies. This study presents a novel humidification-dehumidification desalination system enhanced by the M-Cycle, which utilizes ambient thermal energy to minimize power consumption and eliminate reliance on fossil fuels. A coupled computational approach involving CFD simulations and PSO was employed to model and optimize system performance. The CFD analysis captured detailed temperature and humidity distributions across the heat and mass exchanger, while the PSO algorithm optimized three key parameters: air velocity, heat exchanger width, and dry air split ratio. Notably, the optimized configuration-an airflow velocity of 6.89 m/s, a device width of 0.63 m, and a 35.97% dry air split-resulted in a freshwater production rate of 3.04 kg per kWh of electricity consumed, 360.5 L per day, and an outlet relative humidity of 99%, with total power consumption of 4.94 kW. Compared to previous M-Cycle-based desalination systems, the proposed configuration demonstrates over a threefold improvement in energy efficiency, as measured by the GOR, highlighting its superior thermodynamic performance. Additionally, the study uniquely resolved the spatial distribution of relative humidity and evaporation rates, without relying on simplifications such as assuming saturated air at the outlet. The results confirm the potential of the proposed M-Cycle HDH system as a highly efficient, scalable, and eco-friendly desalination technology suitable for decentralized and off-grid applications.

Indexed as

Computational fluid dynamics (CFD)Humidification-dehumidification (HDH)M-cycleOptimizationParticle Swarm Optimization (PSO)Water desalination

Identifiers

PMID41310089
PMCPMC12749215

What OpenQuestion holds

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Registered trials

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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.