Evidence map›Paper›PMID 41857142›Full record

ArticleScientific reports2026

Thermofluid and exergy characteristics of MoS

Abdeljelil Chammam, Sabir Widatalla, Hamad AlMohamadi, K D V Prasad, N Beemkumar, M Purusothaman, Ripendeep Singh, Binayak Pattanayak, Ali Shamel

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
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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

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

9 authors.

Abdeljelil ChammamDepartment of Electrical Engineering, College of Engineering, Prince Sattam Bin Abdulaziz University, 11942, Alkharj, Saudi Arabia.
Sabir WidatallaDepartment of Mathematics, Faculty of Science, University of Tabuk, P.O.Box741, 71491, Tabuk, Saudi Arabia.
Hamad AlMohamadiDepartment of Chemical Engineering, Faculty of Engineering, Islamic University of Madinah, Madinah, Saudi Arabia.
K D V PrasadSymbiosis Institute of Business Management, Hyderabad, Symbiosis International (Deemed University), Pune, India.
N BeemkumarDepartment of Mechanical Engineering, School of Engineering and Technology, JAIN (Deemed to be University), Bangalore, Karnataka, India.
M PurusothamanDepartment of Mechanical Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India.
Ripendeep SinghDepartment of Mechanical Engineering, Chandigarh University, Mohali, Punjab, India.
Binayak PattanayakDepartment of Mechanical Engineering, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, Odisha, 751030, India.
Ali ShamelDepartment of Mechanics, Kabul University, Kabul, Afghanistan. ali.shamel8020@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study presents a comprehensive energy, exergy, economic, and environmental (4E) assessment of a flat‑plate solar collector operating with MoS2/water nanofluids at concentrations of 0%, 0.5%, and 1% under the high‑irradiance climatic conditions of Ahvaz, Iran. A validated transient numerical model is employed to evaluate the system’s monthly performance over a full annual cycle, yielding a Root Mean Square Error (RMSE) of 16.42 W and a Mean Absolute Percentage Error (MAPE) of 2.12%. The results indicate that the 1 vol% nanofluid consistently enhances thermal performance, increasing the useful energy gain by up to 13% and the collector outlet temperature by 20% during winter months. Exergy analysis reveals notable improvements, with exergy output and exergy efficiency increasing by up to 20 and 22%, respectively, alongside a 6–7% reduction in exergy destruction. From an economic standpoint, the system achieves a minimum Levelized Cost of Heat (LCOH) of 0.77 $/kWh in June, while the specific exergy cost is reduced by 3–5% through nanoparticle addition. Environmentally, the 1 vol% nanofluid yields the highest avoided CO2 emissions (up to 44 kg/month) and improves both the Environmental Index and the Environmental–Energetic Efficiency. Moreover, the Solar Utilization Ratio (SUR) increases by 10–13% on an annual basis. Overall, the findings demonstrate that MoS2‑based nanofluids offer substantial thermodynamic, economic, and environmental advantages, confirming their suitability for flat‑plate solar collectors operating in high‑irradiance regions.

Indexed as

Flat plate collectorSolar thermal efficiencySolar thermal systemSolar water heater systemTRANSYSUseful energy increase

Identifiers

PMID41857142
PMCPMC13057221

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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.