Evidence map›Paper›PMID 42009883›Full record

ArticleScientific reports2026

Decarbonization and green finance as a catalyst for improving energy efficiency: a practical case study in Iran for repowering steam power plants.

Abbas Zare Ghaleh Seyyedi, Mohsen Gitizadeh, Mohammad Jahangiri

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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
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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

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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

3 authors.

Abbas Zare Ghaleh SeyyediDepartment of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran.
Mohsen GitizadehDepartment of Electrical and Electronics Engineering, Shiraz University of Technology, Shiraz, Iran. Gitizadeh@sutech.ac.ir.
Mohammad JahangiriFars Regional Electric Company, Shiraz, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The energy sector is recognized as the largest contributor to carbon emissions in Iran. Decarbonization strategies are urgently required, with particular attention being paid to energy efficiency upgrades in legacy steam power plants through repowering. While the expansion of renewable energy is widely discussed in global green transition dialogues, the role of efficiency improvements has been comparatively underfunded and overlooked. A financially viable case study is presented in this research to address the stagnation caused by financial constraints and outdated infrastructure. A gas turbine repowering model for existing steam plants is examined, where thermal efficiency is enhanced through waste heat recovery by integrating new and existing systems. Three key findings are revealed through financial modeling: (1) project profitability is increased by approximately 0.35% for each 1% reduction in interest rates, (2) bankability is significantly improved through optimized equity-debt structures, and (3) after the gas-saving incentive expires, the project remains technically beneficial (fuel and emission savings persist), but its private financial viability becomes more sensitive to regulated electricity tariffs and policy mechanisms that determine how efficiency gains are monetized. These findings are considered instrumental in addressing investor risk perceptions and policy barriers. It is demonstrated that targeted green finance instruments, including concessional loans and guarantees, could be employed to unlock capital for efficiency projects. Moreover, the inclusion of 2.5 million credits for a 10-year period significantly enhances the project’s financial viability, increasing the NPV to 2.5 times that of the base case and doubling the IRR. Unlike variable renewable energy sources, repowered plants are shown to provide grid-stable, baseload energy savings, making them a practical foundation for Iran’s energy transition. A dual-track policy approach is proposed: private-sector participation is to be incentivized through risk-mitigation tools, while international climate finance is to be directed toward scalable repowering initiatives. By quantifying both financial and emissions impacts, a replicable framework is provided for emerging economies seeking to modernize aging infrastructure while maintaining energy security. The prioritization of efficiency projects alongside renewables through green finance mechanisms is advocated as a cost-effective pathway toward net-zero emissions.

Indexed as

Carbon intensityClean powerEnergy efficiencyGreen financeRepowering

Identifiers

PMID42009883
PMCPMC13260723

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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.