トルコにおける長期的気候変動と持続可能な病院インフラのための太陽光発電ポテンシャル:多手法評価
Long-Term Climate Variability and Photovoltaic Energy Potential for Sustainable Hospital Infrastructure in Türkiye: A Multi-Method Assessment (原題)
Youssef Kassem, Hüseyin Gökçekuş, Dundar Arif Ekinci
🤖 gxceed AI 要約
日本語
トルコの6病院を対象に、気候変動が太陽光発電(PV)の技術経済性と持続可能性に与える影響を多手法で評価。温暖化傾向とPV効率への熱ストレス影響を定量化し、LCOE、投資回収期間、CO2削減効果を示した。PV容量6〜47MW、回収期間4.31〜4.88年で経済的実行可能性を確認。
English
This study assesses the techno-economic feasibility and climate adaptability of photovoltaic systems in six Turkish hospitals. It finds consistent warming trends and reduced wind cooling that affect PV efficiency, yet confirms stable solar resources and economic viability with payback periods of 4.31-4.88 years. The research supports resilient, low-carbon healthcare infrastructure.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本の医療施設における再生可能エネルギー導入やBCP(事業継続計画)強化に示唆を与える。気候変動下でのPV効率低下を考慮した設計や投資判断に有用。
In the global GX context
This study provides empirical evidence on climate change impacts on PV performance, relevant for global renewable energy planning and climate adaptation. It demonstrates a multi-method approach applicable to other regions and sectors, contributing to sustainable infrastructure development.
👥 読者別の含意
🔬研究者:Provides a multi-method framework for assessing climate impacts on PV performance, useful for similar studies.
🏢実務担当者:Offers insights into PV system design and investment decisions for hospitals, considering climate-induced thermal stress.
🏛政策担当者:Highlights the importance of integrating climate adaptation into renewable energy planning for critical infrastructure.
📄 Abstract(原文)
The main objective of the current study is to assess the techno-economic feasibility, climate change adaptability, and sustainability of photovoltaic energy systems in six large hospitals in Turkey (Adana, Başakşehir, Bursa, Elazig, Gaziantep, and Yozgat) to achieve United Nations recommendations as Sustainable Development Goal 7 (affordable and clean energy) and Sustainable Development Goal 13 (climate action). This study aims to determine the impact of long-term climate change on the availability of photovoltaic (PV) energy resources. To achieve this goal, this research was conducted through a multi-step approach combining (1) the detection of long-term climate trends using linear regression on the TerraClimate database, (2) the spatial analysis of photovoltaic solar energy potential using high-resolution satellite imagery (Google Maps) for roof suitability and parking areas, (3) the estimation of photovoltaic electricity generation and the calculation of the capacity factor, (4) the application of the Response Surface Methodology (RSM) based on NASA Giovanni data to model the nonlinear reciprocal relationships between precipitation (R), aerosol optical thickness (AOT), photovoltaic solar energy production, and (5) the techno-economic analysis using the Levelized energy cost (LCOE), payback period, and CO2 emission reductions. The results show statistically consistent warming trends across all sites with trends for Tmax ranging from +0.0205 to +0.0268 °C/year and for Tmin from +0.0208 to +0.0300 °C/year. The temperature of PV cells increases at a rate of +0.0197 °C/year and the wind speed decreases by −0.0031 to −0.0149 m/s/year, which indicates a reduction in convective cooling. Solar radiation, on the other hand, is relatively constant with small trends ranging from +0.0002 to +0.0566 W/m2/year, and confirms the consistent solar resource availability. Seasonal PV resource potential varies from ~70–95 W/m2 in winter to 290–310 W/m2 in summer. Furthermore, the installed PV capacities are between 6 MW (Yozgat) and 47 MW (Başakşehir) with capacity factors of 17.0–19.7% and payback periods of 4.31–4.88 years. RSM models have high explanatory power (R2 = 0.57–0.74) with AOT as the most important negative driver of PV performance. Consequently, the results show that while the solar resource of Türkiye is stable and highly exploitable, PV efficiency is increasingly determined by climate-induced thermal stress and reduced wind cooling. The study highlights the economic viability, environmental advantages, and strategic relevance of PV systems at hospitals for resilient, low-carbon healthcare infrastructure in future climate scenarios.
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- openalex https://doi.org/10.3390/en19153589first seen 2026-08-20 04:34:45
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