Evidence map›Paper›PMID 41862619›Full record

ArticleScientific reports2026

Techno-economic assessment of retrofit pathways towards near zero-energy performance in a Saudi residential villa.

Mohammed Aloshan, Kareem Aldali

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

2 authors.

Mohammed AloshanDepartment of Architectural Engineering, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, 11432, Saudi Arabia. mamoshan@imamu.edu.sa.
Kareem AldaliDepartment of Architectural Engineering, Faculty of Engineering, Horus university in Egypt, Domyat, Egypt.

Funding

Imam Mohammad Ibn Saud Islamic University IMSIU-DDRSP2602
6 · The paper itself

Abstract

Residential buildings in hot-arid regions experience high cooling loads and rapidly increasing electricity demand, making cost-effective retrofits a strategic priority. This study evaluates techno-economic retrofit pathways that can move existing single-family homes in Saudi Arabia toward Near Zero-Energy Building (NZEB) performance. A detailed energy model of a representative detached villa in Riyadh was developed in DesignBuilder and calibrated against measured 2023 electricity bills (60,048 kWh/year), demonstrating close agreement between simulated and observed consumption in accordance with ASHRAE Guideline 14. The calibrated model was used to assess both individual and bundled retrofit measures, including external wall insulation, high-performance double glazing, extended horizontal shading devices, and a rooftop photovoltaic (PV) system sized to the available roof area. Results show that envelope retrofit packages combining insulation, glazing, and external shading can reduce annual electricity consumption by 34–37% (20,668–22,447 kWh) relative to the calibrated baseline, although shading alone exhibited weak standalone economic performance. Pareto-optimized scenarios highlight clear trade-offs between minimum energy use and economic performance: insulation-intensive packages achieve the lowest site energy consumption (37,601–38,473 kWh/year) but result in longer payback periods (72.4–108.9 months), whereas lower-cost configurations without insulation yield shorter payback periods (31.1 months) with slightly higher residual energy use. Integrating a 20.5 kWp rooftop photovoltaic system further reduces net grid electricity demand to 9,489–11,268 kWh/year, approaching near zero-energy performance; however, overall payback periods increased to 70–116 months due to the additional upfront investment required for PV systems.

Indexed as

Economic feasibilityEnvelope optimizationHot climatesPayback periodPhotovoltaic integrationRetrofitting strategies

Identifiers

PMID41862619
PMCPMC13144325

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.