UEX-RenewableEnergy
Collection
A collection with RE-relevant datasets produced by UEX. โข 3 items โข Updated
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Microstructure & physicochemical properties dataset of NaCl-based salt mixtures for concentrating solar power | 10.1038/s41597-025-06437-z | https://doi.org/10.1038/s41597-025-06437-z | Scientific Data | 2,026 | Feng, Y.; Wu, Y.; Wang, W. | Abstract
Concentrating solar power is a pivotal technology in global transition toward renewable energy, providing a viable pathway for dispatchable and base-load electricity generation. An important component of the concentrating solar power system is molten salts, particularly NaCl-based mixtures, which serve as both efficient heat transfer fluids and high-capacity thermal energy storage media. The influence mechanisms of micro-ionic interactions and microstructure on physico | CrossRef | DigiEnergy | Load Forecasting & Demand Management | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Co-crystal engineering unlocks high-stability perovskite solar modules | 10.1038/s41560-025-01904-8 | https://doi.org/10.1038/s41560-025-01904-8 | Nature Energy | 2,026 | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | |||
Mapping Europeโs rooftop photovoltaic potential with a building-level database | 10.1038/s41560-025-01947-x | https://doi.org/10.1038/s41560-025-01947-x | Nature Energy | 2,026 | Kakoulaki, G.; Kenny, R.; Taylor, N.; Gracia-Amillo, A.; Szabo, S. | Abstract
Individual building-level approaches are needed to understand the full potential of rooftop photovoltaics (PV) at national and regional scale. Here we use the European Digital Building Stock Model R2025, an open-access building-level database, to assess rooftop solar potential for each of the 271 million buildings in the European Union. The results show that potential capacity could reach 2.3โTWp (1,822โGWp residential, 519โGWp non-residential), wi | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Buildings (ๅปบ็ญ็ฉ) | Check Article | Varies | Open-access PV research data | Remote Sensing & Computer Vision (้ฅๆไธ่ฎก็ฎๆบ่ง่ง) | |
Author Correction: Mapping Europeโs rooftop photovoltaic potential with a building-level database | 10.1038/s41560-026-01991-1 | https://doi.org/10.1038/s41560-026-01991-1 | Nature Energy | 2,026 | Kakoulaki, G.; Kenny, R.; Taylor, N.; Gracia-Amillo, A.; Szabo, S. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Buildings (ๅปบ็ญ็ฉ) | Check Article | Varies | Open-access PV research data | Remote Sensing & Computer Vision (้ฅๆไธ่ฎก็ฎๆบ่ง่ง) | ||
Toward traceable global systems for end-of-life photovoltaic waste | 10.1038/s41467-026-69171-z | https://doi.org/10.1038/s41467-026-69171-z | Nature Communications | 2,026 | Huang, B.; Long, Y. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Global scale dataset | Other Specialized PV Research (ๅ
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Hourglass-shaped GaAs0.99Bi0.01 nanowire solar cells with CuI-PEDOT:PSS double hole transport layers for enhanced photovoltaic performance | 10.1038/s41598-025-34717-6 | https://doi.org/10.1038/s41598-025-34717-6 | Scientific Reports | 2,026 | Rautela, M.; Sagar, S.; Kumar, J. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
A sport inspired kabaddi game optimizer for accurate parameter estimation of solar photovoltaic models | 10.1038/s41598-025-32437-5 | https://doi.org/10.1038/s41598-025-32437-5 | Scientific Reports | 2,026 | Ayyarao, T.; Kishore, G.; Dev, A.; Siddaraj, U. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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State-of-play of contending silicon photovoltaic technologies | 10.1016/j.joule.2025.102240 | https://doi.org/10.1016/j.joule.2025.102240 | Joule | 2,026 | Green, M.; Zhou, Z.; Song, N.; Qiu, K.; Xu, X. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Mendeley Data | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
Climate change will increase high-temperature risks, degradation, and costs of rooftop photovoltaics globally | 10.1016/j.joule.2025.102218 | https://doi.org/10.1016/j.joule.2025.102218 | Joule | 2,026 | Wu, H.; Kong, Q.; Huber, M.; Sun, M.; Craig, M. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Buildings (ๅปบ็ญ็ฉ) | Mendeley Data | Varies | Global scale dataset | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Comparative evaluation of the material consumption and carbon footprint of silicon PV modules | 10.1016/j.crsus.2025.100576 | https://doi.org/10.1016/j.crsus.2025.100576 | Cell Reports Sustainability | 2,026 | Kim, M.; Chan, C.; Wang, S.; Wang, L.; Chang, N. | CrossRef | DigiEnergy | Load Forecasting & Demand Management | Carbon Trading & New Business Models | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
Large terahertz photovoltaic effect enhanced by phonon excitations in ferroelectric semiconductor SbSI | 10.1126/sciadv.adw9796 | https://doi.org/10.1126/sciadv.adw9796 | Science Advances | 2,026 | Okamura, Y.; Guo, G.; Kaneko, Y.; Nakamura, M.; Sotome, M. | Quantum geometry of Bloch electron in crystalline solids produces various exotic quantum phenomena. The shift current photovoltaic effect driven by the photo creation of quasiparticle is one such emerging example that enables the conversion from terahertz photon into dc charge current with absence of dissipative photocarrier. Despite wide-ranging potential applications, however, the fundamental nature of terahertz photovoltaic response has remained elusive. Here, we show the large photocurrent g | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Potential (ๆฝๅ่ฏไผฐ) | Check Article | Varies | Open-access PV research data | Resource & Potential (่ตๆบไธๆฝๅ) | |
Bulk and interface engineering of 1.7 eVโbandgap chalcogenide solar cells enabling record efficiency | 10.1126/sciadv.aed4703 | https://doi.org/10.1126/sciadv.aed4703 | Science Advances | 2,026 | Ishizuka, S.; Taguchi, N. |
Wide-bandgap chalcogenide photovoltaics offer strong potential for tandem solar cells and solar-driven hydrogen generation via water splitting, yet their performance remains limited by persistent interfacial and bulk defects. Here, we demonstrate enhanced efficiency in 1.7โelectron volt CuGaSe
2
thin-film solar cells through aluminum (Al) alloying and rubidium (Rb) incorporation. The Al- and Rb-modified CuGaSe
2
| CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Global photovoltaic solar panel dataset from 2019 to 2022 | 10.1038/s41597-025-04985-y | https://doi.org/10.1038/s41597-025-04985-y | Scientific Data | 2,025 | Li, A.; Liu, L.; Li, S.; Cui, X.; Chen, X. | Abstract
Solar photovoltaic (PV) power generation, known for its affordability and environmental benefits, is a key component of the global energy supply. However, the lack of comprehensive, timely, and precise global PV datasets has limited spatial analysis of PV potential. We developed a new method to identify PV panels globally, producing an annual 20-meter resolution dataset for 2019โ2022. This dataset offers unprecedented detail and accuracy for future research and policy-making. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Figshare / Dryad / Zenodo | Varies | Global scale dataset | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
CPVPD-2024: A Chinese photovoltaic plant dataset derived via a topography-enhanced deep learning framework | 10.1038/s41597-025-05891-z | https://doi.org/10.1038/s41597-025-05891-z | Scientific Data | 2,025 | Yang, Y.; Lin, S.; Lu, R.; Liu, X. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Remote Sensing (้ฅๆๅพๅ) | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Remote Sensing & Computer Vision (้ฅๆไธ่ฎก็ฎๆบ่ง่ง) | ||
Solar PV Generation and Consumption Dataset of an Estonian Residential Dwelling | 10.1038/s41597-025-04747-w | https://doi.org/10.1038/s41597-025-04747-w | Scientific Data | 2,025 | Hasan, S.; Blinov, A.; Chub, A.; Vinnikov, D. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Longitudinal Dataset of Net-load, PV Production and Solar Irradiation from Madeira Island, Portugal | 10.1038/s41597-025-06118-x | https://doi.org/10.1038/s41597-025-06118-x | Scientific Data | 2,025 | Pereira, L.; Monteiro, D.; Apina, F.; Scuri, S.; Barreto, M. | Abstract
This paper presents the PTProsumer dataset, a high-resolution dataset of photovoltaic (PV) production and net-load measurements collected from 24 prosumers - entities that both produce and consume electricity, including households and small commercial buildings - on Madeira Island, Portugal. The dataset covers monitoring periods ranging from 3 months to 5 years, with measurements sampled at a 1-second resolution, resulting in approximately 3.89 billion data points. PV | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
A harmonized dataset of ground-mounted solar energy in the US with enhanced metadata | 10.1038/s41597-025-05862-4 | https://doi.org/10.1038/s41597-025-05862-4 | Scientific Data | 2,025 | Stid, J.; Kendall, A.; Anctil, A.; Rapp, J.; Bingaman, J. | CrossRef | DigiEnergy | Load Forecasting & Demand Management | Novel Low/Zero Carbon Technologies | Other PV Data | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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A hierarchical dataset on multiple energy consumption and PV generation with emissions and weather information | 10.1038/s41597-025-06010-8 | https://doi.org/10.1038/s41597-025-06010-8 | Scientific Data | 2,025 | Dong, H.; Zhu, J.; Chung, C.; Liang, Z.; Yang, H. | Abstract
This study constructs a multi-source and hierarchical dataset of energy consumption, photovoltaic (PV) power generation, greenhouse gas (GHG) emissions, and weather information, dubbed Hierarchical Energy, Emissions, and Weather (HEEW). This dataset contains 11,987,328 records for 147 individual buildings, four aggregated communities, and the entire region, which is structured as time-series tables indexed by building ID and timestamps from 1 January 2014 to 31 Decembe | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
A global dataset of the cost of capital for renewable energy projects | 10.1038/s41597-025-05912-x | https://doi.org/10.1038/s41597-025-05912-x | Scientific Data | 2,025 | Steffen, B.; Egli, F.; Gumber, A.; รukan, M.; Waidelich, P. | Abstract
The cost of capital (CoC) critically influences the levelized cost of renewable energy and, by extension, the global low-carbon transition. However, reliable and consistent CoC data remain scarce, limiting an appropriate reflection of CoC differences in energy system and integrated assessment models. We present a global dataset of CoC for renewable energy projects, covering 68 countries from 2010 to 2022 and focusing on three key technologies: utility-scale solar photovoltaics | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Potential (ๆฝๅ่ฏไผฐ) | Figshare / Dryad / Zenodo | Varies | Global scale dataset | Resource & Potential (่ตๆบไธๆฝๅ) | |
Unequal solar photovoltaic performance by race and income partly reflects financing models and installer choices | 10.1038/s41560-025-01743-7 | https://doi.org/10.1038/s41560-025-01743-7 | Nature Energy | 2,025 | Gherghina, M.; Dokshin, F.; Leffel, B. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Deploying photovoltaic systems in global open-pit mines for a clean energy transition | 10.1038/s41893-025-01594-w | https://doi.org/10.1038/s41893-025-01594-w | Nature Sustainability | 2,025 | Wang, K.; Zhou, J.; Yang, R.; Xu, S.; Hu, Z. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Global scale dataset | Other Specialized PV Research (ๅ
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Quantifying the pyroelectric and photovoltaic coupling series of ferroelectric films | 10.1038/s41467-025-56233-x | https://doi.org/10.1038/s41467-025-56233-x | Nature Communications | 2,025 | Hu, C.; Liu, X.; Dan, H.; Guo, C.; Zhang, M. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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A pathway to coexistence of electroluminescence and photovoltaic conversion in organic devices | 10.1038/s41467-025-67332-0 | https://doi.org/10.1038/s41467-025-67332-0 | Nature Communications | 2,025 | Oono, T.; Aoki, Y.; Sasaki, T.; Shoji, H.; Okada, T. | Abstract
Achieving both high electroluminescence (EL) efficiency and power conversion efficiency (PCE) in a single organic device has long been considered difficult, since the design principles optimising one often compromise the other. In this study, we present a strategy employing multiple-resonance thermally activated delayed fluorescence materials with strong absorption and high emission efficiency, enabling coexistence of high EL and photovoltaic (PV) efficiencies. By prec | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Nonlinear photovoltaic effects in monolayer semiconductor and layered magnetic material hetero-interface with P- and T-symmetry broken system | 10.1038/s41467-025-58918-9 | https://doi.org/10.1038/s41467-025-58918-9 | Nature Communications | 2,025 | Asada, S.; Shinokita, K.; Watanabe, K.; Taniguchi, T.; Matsuda, K. | Abstract
Stacking two non-polar materials with different inversion- and rotational-symmetries shows unique nonlinear photovoltaic properties, with potential applications such as in next generation solar-cells. These nonlinear photocurrent properties could be further extended with broken time reversal symmetry present in magnetic materials, however, the combination of time reversal and rotation symmetry breaking has not been fully explored. Herein, we investigate the nonlinear photovolt | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Global potential of sustainable single-cell protein based on variable renewable electricity | 10.1038/s41467-025-56364-1 | https://doi.org/10.1038/s41467-025-56364-1 | Nature Communications | 2,025 | Fasihi, M.; Jouzi, F.; Tervasmรคki, P.; Vainikka, P.; Breyer, C. | Abstract
The environmental impacts of the food system exceed several planetary boundaries, with protein production being a major contributor. Single-Cell Proteinย (SCP) is a protein-rich microbial biomass that offers a sustainable alternative when derived from renewable energy and sustainable feedstocks. We evaluate the global potential for SCP production utilising electrolytic hydrogen and oxygen, atmospheric carbon dioxide and nitrogen, and hourly-optimised hybrid PV-wind power plants | CrossRef | DigiEnergy | Load Forecasting & Demand Management | AI & Data Science for Urban Energy Systems | Potential (ๆฝๅ่ฏไผฐ) | Check Article | Varies | Global scale dataset | Resource & Potential (่ตๆบไธๆฝๅ) | |
Worldwide rooftop photovoltaic electricity generation may mitigate global warming | 10.1038/s41558-025-02276-3 | https://doi.org/10.1038/s41558-025-02276-3 | Nature Climate Change | 2,025 | Zhang, Z.; Qian, Z.; Chen, M.; Zhu, R.; Zhang, F. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Global scale dataset | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
The equity implications of pecuniary externalities on an electric grid | 10.1093/pnasnexus/pgaf356 | https://doi.org/10.1093/pnasnexus/pgaf356 | npj Clean Energy | 2,025 | Sims, C.; Ali, G.; Holladay, J.; Roberson, T.; Chen, C. | Abstract
The adoption of rooftop photovoltaic (PV) systems can create upward pressure on retail electricity rates as utilities are forced to spread their fixed costs of generation and transmission across a smaller customer base. Since high-income households are more likely to purchase PV systems, low-income households may be disproportionately impacted by these rate increases. Using a novel combination of agent-based computational economic modeling and a choice experiment of ro | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Control strategy evaluation for reactive power management in grid-connected photovoltaic systems under varying solar conditions | 10.1038/s41598-025-08918-y | https://doi.org/10.1038/s41598-025-08918-y | Scientific Reports | 2,025 | Adak, S. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Grid, Management & Sustainability (็ต็ฝใ็ฎก็ไธๅฏๆ็ปญๆง) | ||
Development of a new solar system integrating photovoltaic and thermoelectric modules with paraffin-based nanomaterials | 10.1038/s41598-025-85161-5 | https://doi.org/10.1038/s41598-025-85161-5 | Scientific Reports | 2,025 | Alinia, A.; Sheikholeslami, M. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
Design and performance analysis of a solar photovoltaic system for a rural community in rivers state, Nigeria | 10.1038/s41598-025-00664-5 | https://doi.org/10.1038/s41598-025-00664-5 | Scientific Reports | 2,025 | Ukoima, K. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Land Use (ๅๅฐๅฉ็จ) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Quadrant swapping technique for partial shaded solar photovoltaic system | 10.1038/s41598-025-15120-7 | https://doi.org/10.1038/s41598-025-15120-7 | Scientific Reports | 2,025 | Thangaraj, H.; Chokkalingam, B.; Aruchamy, S.; David, P.; Padmanaban, S. | Abstract
Solar energy is one among the most essential renewable sources, and its use is vital to the long-term progress in environmental and energy development. Partial shadowing issues are frequently encountered for solar photovoltaic (PV) systems, and they always influence the PV arrayโs output power production. There are numerous methods used to reconfigure the PV arrays to extract the possible maximum power. However, those methods have sub-optimal performance in addressing certain | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Photovoltaic solar energy prediction using the seasonal-trend decomposition layer and ASOA optimized LSTM neural network model | 10.1038/s41598-025-87625-0 | https://doi.org/10.1038/s41598-025-87625-0 | Scientific Reports | 2,025 | Mohanasundaram, V.; Rangaswamy, B. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Optimizing photovoltaic power plant forecasting with dynamic neural network structure refinement | 10.1038/s41598-024-80424-z | https://doi.org/10.1038/s41598-024-80424-z | Scientific Reports | 2,025 | Dรญaz-Bello, D.; Vargas-Salgado, C.; Alcazar-Ortega, M.; Alfonso-Solar, D. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
MXene-based multilayered and ultrawideband absorber for solar cell and photovoltaic applications | 10.1038/s41598-025-86230-5 | https://doi.org/10.1038/s41598-025-86230-5 | Scientific Reports | 2,025 | Ngobeh, J.; Sorathiya, V.; Alwabli, A.; Jaffar, A.; Faragallah, O. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
Solar photovoltaic feed-in tariffs: viability analysis and policy recommendations | 10.1038/s41598-025-32105-8 | https://doi.org/10.1038/s41598-025-32105-8 | Scientific Reports | 2,025 | Mekonnen, T.; Tsegaye, S.; Belete, B.; Selvaraj, J.; Negewo, A. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Grid, Management & Sustainability (็ต็ฝใ็ฎก็ไธๅฏๆ็ปญๆง) | ||
Enhancing photovoltaic efficiency in Half-Tandem MAPbI3/ MASnI3 Perovskite solar cells with triple core-shell plasmonic nanoparticles | 10.1038/s41598-025-85243-4 | https://doi.org/10.1038/s41598-025-85243-4 | Scientific Reports | 2,025 | Ivriq, S.; Mohammadi, M.; Davidsen, R. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Seasonal quantile forecasting of solar photovoltaic power using Q-CNN-GRU | 10.1038/s41598-025-12797-8 | https://doi.org/10.1038/s41598-025-12797-8 | Scientific Reports | 2,025 | Ait Mouloud, L.; Kheldoun, A.; Oussidhoum, S.; Alharbi, H.; Alotaibi, S. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Remote Sensing (้ฅๆๅพๅ) | Check Article | Varies | Open-access PV research data | Remote Sensing & Computer Vision (้ฅๆไธ่ฎก็ฎๆบ่ง่ง) | ||
Optimal energy management of multi-carrier energy system considering uncertainty in renewable generation | 10.1038/s41598-025-10404-4 | https://doi.org/10.1038/s41598-025-10404-4 | Scientific Reports | 2,025 | Garg, A.; Niazi, K.; Tiwari, S.; Sharma, S.; Rawat, T. | Abstract
This paper presents a structured approach for the efficient operation of multi-carrier energy systems under the uncertainty of renewable energy sources. As the penetration of wind and solar energy increases, managing the resulting variability becomes critical to maintaining both economic efficiency and operational flexibility. To address this, a two-stage multi objective optimization framework is proposed. In the first stage, the objective is to minimize daily operational cost | CrossRef | DigiEnergy | Load Forecasting & Demand Management | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
A bi-level optimization strategy of electricity-hydrogen-carbon integrated energy system considering photovoltaic and wind power uncertainty and demand response | 10.1038/s41598-024-84605-8 | https://doi.org/10.1038/s41598-024-84605-8 | Scientific Reports | 2,025 | Lu, M.; Teng, Y.; Chen, Z.; Song, Y. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Grid, Management & Sustainability (็ต็ฝใ็ฎก็ไธๅฏๆ็ปญๆง) | ||
Solar potential assessment using machine learning and climate change projections for long-term energy planning | 10.1038/s41598-025-23661-0 | https://doi.org/10.1038/s41598-025-23661-0 | Scientific Reports | 2,025 | Reddy, B.; Gautam, K.; Pachauri, N. | Abstract
This work proposes a novel method for evaluating solar potential, essential for the development, installation, and operation of solar power systems. The approach forecasts solar energy potential for specific sites by utilizing integrated geospatial, meteorological, and infrastructural multidimensional data. A new application has been released to assess the solar capacity globally. The study evaluated various machine learning methods, ultimately selecting an XGBoost mod | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Potential (ๆฝๅ่ฏไผฐ) | Check Article | Varies | Open-access PV research data | Resource & Potential (่ตๆบไธๆฝๅ) | |
Grid tied hybrid PV fuel cell system with energy storage and ANFIS based MPPT for smart EV charging | 10.1038/s41598-025-09626-3 | https://doi.org/10.1038/s41598-025-09626-3 | Scientific Reports | 2,025 | vendoti, S.; Tulasi, N.; Jalli, R.; Ponnuru, S.; Jin, Z. | CrossRef | FLEXERGY | Electric Vehicles & Mobility | Demand Response & New Mobilities & Urban Planning | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
Location allocation and capacity optimization for a PV and battery integrated hybrid community electric vehicle charging station | 10.1038/s41598-025-31865-7 | https://doi.org/10.1038/s41598-025-31865-7 | Scientific Reports | 2,025 | Kayal, P.; Bracinรญk, P. | CrossRef | FLEXERGY | Electric Vehicles & Mobility | Demand Response & New Mobilities & Urban Planning | Other PV Data | Check Article | Varies | Open-access PV research data | Grid, Management & Sustainability (็ต็ฝใ็ฎก็ไธๅฏๆ็ปญๆง) | ||
DDPG algorithm for power optimization and control of solar PV-integrated DFIG wind energy systems | 10.1038/s41598-025-19818-6 | https://doi.org/10.1038/s41598-025-19818-6 | Scientific Reports | 2,025 | Pandey, R.; Bose, S.; Dwivedi, P. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Design of a distributed power system using solar PV and micro turbine-based wind energy system with a flywheel energy storage | 10.1038/s41598-025-29604-z | https://doi.org/10.1038/s41598-025-29604-z | Scientific Reports | 2,025 | Bhavani, T.; Rajababu, D.; Irfan, M.; Rakesh, T.; Sekhar, P. | Abstract
As renewable energy sources gain distinction in distributed power generation, micro-grid systems integrating solar photovoltaic (PV), micro-turbine-based wind energy, and flywheel energy storage have developed as sustainable solutions. This paper presents a novel design methodology for a hybrid micro-grid system that optimally integrates these components, ensuring enhanced efficiency, resilience, and stability. In a grid outage or weak-grid scenario, a flywheel provide | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Multiobjective distribution system operation with demand response to optimize solar hosting capacity, voltage deviation index and network loss | 10.1038/s41598-024-82379-7 | https://doi.org/10.1038/s41598-024-82379-7 | Scientific Reports | 2,025 | Loji, K.; Sharma, S.; Sharma, G.; Rawat, T. | AbstractIn this research, demand response impact on the hosting capacity of solar photovoltaic for distribution system is investigated. The suggested solution model is formulated and presented as a tri-objective optimization that consider maximization of solar PV hosting capacity (HC), minimization of network losses (Loss) and maintaining node voltage deviation (VDev) within acceptable limits. These crucial objectives are optimized simultaneously as well as individually. To assess the efficacy o | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Grid, Management & Sustainability (็ต็ฝใ็ฎก็ไธๅฏๆ็ปญๆง) | |
Multi-objective optimization of gamified demand response for PV-integrated microgrids: a novel NSGA-III framework with behavioral adaptation modeling | 10.1038/s41598-025-13904-5 | https://doi.org/10.1038/s41598-025-13904-5 | Scientific Reports | 2,025 | Duan, Y.; Gao, C.; Zhang, J.; Wu, Y.; Zhou, S. | CrossRef | FLEXERGY | Demand Response | Demand Response & New Mobilities & Urban Planning | Other PV Data | Check Article | Varies | Open-access PV research data | Grid, Management & Sustainability (็ต็ฝใ็ฎก็ไธๅฏๆ็ปญๆง) | ||
Mine photovoltaic systems for a sustainable energy transition | 10.1016/j.joule.2025.102097 | https://doi.org/10.1016/j.joule.2025.102097 | Joule | 2,025 | Zhang, Y.; Lu, Y. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Mendeley Data | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Surveying the potential of flexible and high-specific-power photovoltaic assemblies and arrays for space applications | 10.1016/j.joule.2025.102194 | https://doi.org/10.1016/j.joule.2025.102194 | Joule | 2,025 | Mejรญa Escobar, M.; Algora, C. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Potential (ๆฝๅ่ฏไผฐ) | Mendeley Data | Varies | Open-access PV research data | Resource & Potential (่ตๆบไธๆฝๅ) | ||
Imported solar photovoltaics contributed to health and climate benefits in the United States | 10.1016/j.oneear.2025.101467 | https://doi.org/10.1016/j.oneear.2025.101467 | One Earth | 2,025 | Qiu, M.; He, G.; Marcotullio, P. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Quantifying the accelerated diffusion and cost savings of global solar photovoltaic supply chains | 10.1016/j.isci.2024.111610 | https://doi.org/10.1016/j.isci.2024.111610 | iScience | 2,025 | Chen, Z.; Gu, B.; Yu, D.; Wang, C. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Global scale dataset | Other Specialized PV Research (ๅ
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Diversifying the solar photovoltaic supply chain to secure Europeโs energy and climate roadmap and sovereignty | 10.1016/j.isci.2025.112751 | https://doi.org/10.1016/j.isci.2025.112751 | iScience | 2,025 | Evans, M.; Grand, P.; Dupuis, J. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Optimal bandgap of a single-junction photovoltaic cell for the mobile Internet-of-Things | 10.1016/j.isci.2024.111604 | https://doi.org/10.1016/j.isci.2024.111604 | iScience | 2,025 | Jarosz, G.; Signerski, R. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
A photovoltaic-electrolysis system with high solar-to-hydrogen efficiency under practical current densities | 10.1126/sciadv.ads0836 | https://doi.org/10.1126/sciadv.ads0836 | Science Advances | 2,025 | Zhang, Q.; Shan, Y.; Pan, J.; Kumar, P.; Keevers, M. |
The photovoltaic-alkaline water (PV-AW) electrolysis system offers an appealing approach for large-scale green hydrogen generation. However, current PV-AW systems suffer from low solar-to-hydrogen (STH) conversion efficiencies (e.g., <20%) at practical current densities (e.g., >100 mA cm
โ2
), rendering the produced H
2
not economical. Here, we designed and developed a highly efficient PV-AW system that mainly consists of a custo | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Ultrafast energy transfer beyond the Fรถrster approximation in organic photovoltaic blends with non-fullerene acceptors | 10.1126/sciadv.adr5973 | https://doi.org/10.1126/sciadv.adr5973 | Science Advances | 2,025 | Ouyang, Y.; Wang, R.; Wang, X.; Xiao, M.; Zhang, C. | Recent studies on organic photovoltaic (OPV) systems have highlighted the critical role of energy transfer in excited-state dynamics. This process has traditionally been explained through the model of long-range Fรถrster resonance energy transfer (FRET). In this study, we demonstrate a donor-to-acceptor short-range energy transfer (SRET) mechanism in OPV blends with non-fullerene acceptors, extending beyond the Fรถrster approximation. This SRET occurs as a two-step process mediated by interfacial | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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The role of offshore wind and solar PV resources in global low-carbon transition | 10.1126/sciadv.adx5580 | https://doi.org/10.1126/sciadv.adx5580 | Science Advances | 2,025 | Wen, Y.; Wu, J.; Lin, P.; Low, Y. |
With challenges such as land availability and regulatory constraints, offshore renewable energy sector is poised to play a pivotal role in the transition to a low-carbon future. Among offshore technologies, wind and solar photovoltaic (PV) have emerged as the most promising solutions. However, a global assessment of offshore resources, particularly solar PV, remains lacking. Hence, we identify suitable areas for offshore wind and solar PV development on the basis of economic | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Potential (ๆฝๅ่ฏไผฐ) | Check Article | Varies | Global scale dataset | Resource & Potential (่ตๆบไธๆฝๅ) | |
Quantifying effects of solar power adoption on CO
<sub>2</sub>
emissions reduction | 10.1126/sciadv.adq5660 | https://doi.org/10.1126/sciadv.adq5660 | Science Advances | 2,025 | Biswas, A.; Qiu, M.; Braun, D.; Dominici, F.; Mork, D. |
We quantify the effect of solar power adoption in reducing carbon dioxide (CO
2
) emissions from the US electricity sector using 5 years of Energy Information Administration data, starting 1 July 2018. By tailoring a distributed lag statistical model, we estimate the immediate and time-lagged effects of increased solar generation on reducing CO
2
emissions within a region. Our analysis highlights how solar adoption in one region affect | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Vectorized solar photovoltaic installation dataset across China in 2015 and 2020 | 10.1038/s41597-024-04356-z | https://doi.org/10.1038/s41597-024-04356-z | Scientific Data | 2,024 | Liu, J.; Wang, J.; Li, L. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Figshare / Dryad / Zenodo | Varies | Regional dataset (China) | Other Specialized PV Research (ๅ
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A Multi-Decadal Hourly Coincident Wind and Solar Power Production Dataset for the Contiguous United States | 10.1038/s41597-024-03894-w | https://doi.org/10.1038/s41597-024-03894-w | Scientific Data | 2,024 | Campbell, A.; Bracken, C.; Underwood, S.; Voisin, N. | CrossRef | DigiEnergy | Load Forecasting & Demand Management | Novel Low/Zero Carbon Technologies | Other PV Data | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Comprehensive Dataset on Electrical Load Profiles for Energy Community in Ireland | 10.1038/s41597-024-03454-2 | https://doi.org/10.1038/s41597-024-03454-2 | Scientific Data | 2,024 | Trivedi, R.; Bahloul, M.; Saif, A.; Patra, S.; Khadem, S. | AbstractThis paper describes a comprehensive energy-related dataset, collected from residential electricity households within an energy community in Ireland, as part of StoreNet project. The data includes local weather parameters and per household power (W) and energy (Wh) components for various aspects such as active power consumption, PV generation, grid import and export, charging and discharging, and the state of charge of energy storage. Additionally, it provides weather data for the locati | CrossRef | DigiEnergy | Load Forecasting & Demand Management | AI & Data Science for Urban Energy Systems | Generation (ๅ็ต้) | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Combining photovoltaic elements | 10.1038/s41560-024-01647-y | https://doi.org/10.1038/s41560-024-01647-y | Nature Energy | 2,024 | Tregnago, G. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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A geographically disaggregated approach to integrate low-carbon technologies across local electricity networks | 10.1038/s41560-024-01542-6 | https://doi.org/10.1038/s41560-024-01542-6 | Nature Energy | 2,024 | Few, S.; Djapic, P.; Strbac, G.; Nelson, J.; Candelise, C. | Abstract
Meeting climate targets requires widespread deployment of low-carbon technologies such as distributed photovoltaics, heat pumps and electric vehicles. Without mitigating actions, changing power flows associated with these technologies would adversely impact some local networks. The extent of these impacts, and the optimal means of avoiding them, remains unclear. Here we use local-level data and network simulation to estimate variation in future network upgrade costs in | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Wind power and solar photovoltaics found to have higher energy returns than fossil fuels | 10.1038/s41560-024-01520-y | https://doi.org/10.1038/s41560-024-01520-y | Nature Energy | 2,024 | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Large-scale green grabbing for wind and solar photovoltaic development in Brazil | 10.1038/s41893-024-01346-2 | https://doi.org/10.1038/s41893-024-01346-2 | Nature Sustainability | 2,024 | Klingler, M.; Ameli, N.; Rickman, J.; Schmidt, J. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Offsetting the greenhouse gas footprint of hydropower with floating solar photovoltaics | 10.1038/s41893-024-01384-w | https://doi.org/10.1038/s41893-024-01384-w | Nature Sustainability | 2,024 | Almeida, R.; Chowdhury, A.; Rodrigo, H.; Li, M.; Schmitt, R. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Accurate nowcasting of cloud cover at solar photovoltaic plants using geostationary satellite images | 10.1038/s41467-023-44666-1 | https://doi.org/10.1038/s41467-023-44666-1 | Nature Communications | 2,024 | Xia, P.; Zhang, L.; Min, M.; Li, J.; Wang, Y. | Abstract
Accurate nowcasting for cloud fraction is still intractable challenge for stable solar photovoltaic electricity generation. By combining continuous radiance images measured by geostationary satellite and an advanced recurrent neural network, we develop a nowcasting algorithm for predicting cloud fraction at the leading time of 0โ4โh at photovoltaic plants. Based on this algorithm, a cyclically updated prediction system is also established and tested at five photovoltai | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Remote Sensing (้ฅๆๅพๅ) | Check Article | Varies | Open-access PV research data | Remote Sensing & Computer Vision (้ฅๆไธ่ฎก็ฎๆบ่ง่ง) | |
Transparent integrated pyroelectric-photovoltaic structure for photo-thermo hybrid power generation | 10.1038/s41467-024-47483-2 | https://doi.org/10.1038/s41467-024-47483-2 | Nature Communications | 2,024 | Patel, M.; Park, H.; Bhatnagar, P.; Kumar, N.; Lee, J. | AbstractThermal losses in photoelectric devices limit their energy conversion efficiency, and cyclic input of energy coupled with pyroelectricity can overcome this limit. Here, incorporating a pyroelectric absorber into a photovoltaic heterostructure device enables efficient electricity generation by leveraging spontaneous polarization based on pulsed light-induced thermal changes. The proposed pyroelectric-photovoltaic device outperforms traditional photovoltaic devices by 2.5 times due to the | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Giant intrinsic photovoltaic effect in one-dimensional van der Waals grain boundaries | 10.1038/s41467-024-44792-4 | https://doi.org/10.1038/s41467-024-44792-4 | Nature Communications | 2,024 | Zhou, Y.; Zhou, X.; Yu, X.; Liang, Z.; Zhao, X. | AbstractThe photovoltaic effect lies at the heart of eco-friendly energy harvesting. However, the conversion efficiency of traditional photovoltaic effect utilizing the built-in electric effect in p-n junctions is restricted by the Shockley-Queisser limit. Alternatively, intrinsic/bulk photovoltaic effect (IPVE/BPVE), a second-order nonlinear optoelectronic effect arising from the broken inversion symmetry of crystalline structure, can overcome this theoretical limit. Here, we uncover giant and | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Quantifying benefits of renewable investments for German residential Prosumers in times of volatile energy markets | 10.1038/s41467-024-51967-6 | https://doi.org/10.1038/s41467-024-51967-6 | Nature Communications | 2,024 | van Ouwerkerk, J.; Celi Cortรฉs, M.; Nsir, N.; Gong, J.; Figgener, J. | Abstract
The COVID-19 pandemic and the Russian invasion of Ukraine have led to unseen disruptions in the global energy markets since the end of 2021. Residential renewable investments like photovoltaic systems, battery home storage systems, and heat pumps are therefore gaining traction. However, the benefits of those technologies during the energy crisis and beyond have not been fully quantified yet. Therefore, in this study, we benchmark renewable investme | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Buildings (ๅปบ็ญ็ฉ) | Check Article | Varies | Open-access PV research data | Urban & Building Integrated (ๅๅธไธๅปบ็ญ้ๆ) | |
Future hydrogen economies imply environmental trade-offs and a supply-demand mismatch | 10.1038/s41467-024-51251-7 | https://doi.org/10.1038/s41467-024-51251-7 | Nature Communications | 2,024 | Terlouw, T.; Rosa, L.; Bauer, C.; McKenna, R. | AbstractHydrogen will play a key role in decarbonizing economies. Here, we quantify the costs and environmental impacts of possible large-scale hydrogen economies, using four prospective hydrogen demand scenarios for 2050 ranging from 111โ614 megatonne H2 yearโ1. Our findings confirm that renewable (solar photovoltaic and wind) electrolytic hydrogen production generates at least 50โ90% fewer greenhouse gas emissions than fossil-fuel-based counterparts without carbon capture and storage. However, | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Grid, Management & Sustainability (็ต็ฝใ็ฎก็ไธๅฏๆ็ปญๆง) | |
Rooftop photovoltaic solar panels warm up and cool down cities | 10.1038/s44284-024-00137-2 | https://doi.org/10.1038/s44284-024-00137-2 | Nature Cities | 2,024 | Khan, A.; Anand, P.; Garshasbi, S.; Khatun, R.; Khorat, S. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Buildings (ๅปบ็ญ็ฉ) | Check Article | Varies | Open-access PV research data | Urban & Building Integrated (ๅๅธไธๅปบ็ญ้ๆ) | ||
A quick comparison model on optimizing the efficiency of photovoltaic panels in collecting solar radiation | 10.1038/s41598-024-69240-7 | https://doi.org/10.1038/s41598-024-69240-7 | Scientific Reports | 2,024 | Bao, Y.; Bao, H. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Numerical study on solar photovoltaic/thermal system with tesla valve | 10.1038/s41598-024-61785-x | https://doi.org/10.1038/s41598-024-61785-x | Scientific Reports | 2,024 | Du, S.; Zou, J.; Zheng, X.; Ye, X.; Yang, H. | AbstractIn recent years, photovoltaic/thermal (PV/T) systems have played a crucial role in reducing energy consumption and environmental degradation, nonetheless, the low energy conversion efficiency presents a considerable obstacle for PV/T systems. Therefore, improving heat conversion efficiency is essential to enhance energy efficiency. In this paper, the PV/T system with the Tesla valve is proposed to solve this problem. Firstly, the cooling effect is simulated and analyzed in the system wit | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Leveraging opposition-based learning for solar photovoltaic model parameter estimation with exponential distribution optimization algorithm | 10.1038/s41598-023-50890-y | https://doi.org/10.1038/s41598-023-50890-y | Scientific Reports | 2,024 | Kullampalayam Murugaiyan, N.; Chandrasekaran, K.; Manoharan, P.; Derebew, B. | AbstractGiven the multi-model and nonlinear characteristics of photovoltaic (PV) models, parameter extraction presents a challenging problem. This challenge is exacerbated by the propensity of conventional algorithms to get trapped in local optima due to the complex nature of the problem. Accurate parameter estimation, nonetheless, is crucial due to its significant impact on the PV systemโs performance, influencing both current and energy production. While traditional methods have provided reaso | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
MPPT control of photovoltaic array based on improved marine predator algorithm under complex solar irradiance conditions | 10.1038/s41598-024-70811-x | https://doi.org/10.1038/s41598-024-70811-x | Scientific Reports | 2,024 | Zhang, H.; Wang, X.; Zhang, J.; Ge, Y.; Wang, L. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Resource & Potential (่ตๆบไธๆฝๅ) | ||
Long-term path planning with optimal deployment of a charging station for monitoring photovoltaic solar farms | 10.1038/s41598-024-68160-w | https://doi.org/10.1038/s41598-024-68160-w | Scientific Reports | 2,024 | Huang, Y.; Chen, Z.; Chu, J.; Wang, H.; Sun, S. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Enhanced Whale optimization algorithms for parameter identification of solar photovoltaic cell models: a comparative study | 10.1038/s41598-024-67600-x | https://doi.org/10.1038/s41598-024-67600-x | Scientific Reports | 2,024 | Yang, S.; Xiong, G.; Fu, X.; Mirjalili, S.; Mohamed, A. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
Achieving bifacial photovoltaic performance in PTB7-based organic solar cell by integrating transparent contact for emerging semi-transparent applications | 10.1038/s41598-024-76366-1 | https://doi.org/10.1038/s41598-024-76366-1 | Scientific Reports | 2,024 | รokduygulular, E.; รetinkaya, ร.; Emik, S.; Kฤฑnacฤฑ, B. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Optimization of building integrated energy scheduling using an improved genetic whale algorithm | 10.1038/s41598-024-52995-4 | https://doi.org/10.1038/s41598-024-52995-4 | Scientific Reports | 2,024 | Wei, L.; An, G. | AbstractRenewable energy generation has become the general trend with increasing environmental problems. However, the instability of renewable energy generation and the diversification of user demand are highlighted and the optimization of energy scheduling has become the key to solve the problem. This study introduces an energy scheduling optimization model tailored for building integrated energy systems, encompassing elements like gas turbines, wind and solar modules, ground source heat pumps, | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Comparative analysis of direct coupling and MPPT control in standalone PV systems for solar energy optimization to meet sustainable building energy demands | 10.1038/s41598-024-72606-6 | https://doi.org/10.1038/s41598-024-72606-6 | Scientific Reports | 2,024 | Nataraj, C.; Karthikeyan, G.; Bharathi, G.; Duraikannan, S. | Abstract
Solar energy, a prominent renewable source, has reached an installed capacity of 71.78ย GW in India. This research explored the load demands of the computer center at an engineering college in Tanjore, Tamil Nadu, India. The computer center at the engineering college has an annual energy requirement of 260,552ย kWh/Year. Consequently, the research focused on the planning and implementation of a standalone photovoltaic (SAPV) system, assessing it against the institution's | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
A rule-based energy management system for hybrid renewable energy sources with battery bank optimized by genetic algorithm optimization | 10.1038/s41598-024-54333-0 | https://doi.org/10.1038/s41598-024-54333-0 | Scientific Reports | 2,024 | Jamal, S.; Pasupuleti, J.; Ekanayake, J. | AbstractA Nanogrid (NG) model is described as a power distribution system that integrates Hybrid Renewable Energy Sources (HRESs) and Energy Storage Systems (ESSs) into the primary grid. However, this process is affected by several factors, like load variability, market pricing, and the intermittent nature of Wind Turbines (WTs) and Photovoltaic (PV) systems. Hence, other researchers in the past have used a few optimization-based processes to improve the development of Energy Management Systems | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Research and analysis of energy consumption and energy saving in buildings based on photovoltaic photothermal integration | 10.1038/s41598-024-51209-1 | https://doi.org/10.1038/s41598-024-51209-1 | Scientific Reports | 2,024 | Cui, Y.; Zhang, X. | AbstractIn order to reduce the energy consumption of buildings, an air source heat pump assisted rooftop photovoltaic-thermal integration system is designed. The installation area of photovoltaic modules and collectors will not only affect the power side, but also affect the thermal side. Therefore, the basic architecture of the photovoltaic photothermal integration system is first established, and then the improved whale algorithm is used to optimize the photovoltaic photothermal integration sy | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Buildings (ๅปบ็ญ็ฉ) | Check Article | Varies | Open-access PV research data | Urban & Building Integrated (ๅๅธไธๅปบ็ญ้ๆ) | |
Hybrid solar energy device for simultaneous electric power generation and molecular solar thermal energy storage | 10.1016/j.joule.2024.06.012 | https://doi.org/10.1016/j.joule.2024.06.012 | Joule | 2,024 | Wang, Z.; Hรถlzel, H.; Fernandez, L.; Aslam, A.; Baronas, P. | CrossRef | DigiEnergy | Load Forecasting & Demand Management | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Mendeley Data | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Wavelength-selective solar photovoltaic systems to enhance spectral sharing of sunlight in agrivoltaics | 10.1016/j.joule.2024.08.006 | https://doi.org/10.1016/j.joule.2024.08.006 | Joule | 2,024 | Ma Lu, S.; Amaducci, S.; Gorjian, S.; Haworth, M.; Hรคgglund, C. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Mendeley Data | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Photovoltaic-sorbent system for water and electricity generation | 10.1016/j.joule.2024.01.006 | https://doi.org/10.1016/j.joule.2024.01.006 | Joule | 2,024 | Shao, Z.; Poredoลก, P.; Wang, R. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Mendeley Data | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Cost-efficient recycling of organic photovoltaic devices | 10.1016/j.joule.2024.06.006 | https://doi.org/10.1016/j.joule.2024.06.006 | Joule | 2,024 | Sun, R.; Yuan, X.; Yang, X.; Wu, Y.; Shao, Y. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Mendeley Data | Varies | Open-access PV research data | Grid, Management & Sustainability (็ต็ฝใ็ฎก็ไธๅฏๆ็ปญๆง) | ||
Design of low-cost non-fused ultranarrow-band-gap acceptors for versatile photovoltaic applications | 10.1016/j.joule.2024.05.011 | https://doi.org/10.1016/j.joule.2024.05.011 | Joule | 2,024 | Ma, L.; Zhang, S.; Zhu, J.; Chen, Z.; Zhang, T. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Mendeley Data | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Synergizing radiative cooling and solar power generation | 10.1016/j.joule.2024.04.011 | https://doi.org/10.1016/j.joule.2024.04.011 | Joule | 2,024 | Gan, Q.; Zhou, L. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Mendeley Data | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Design changes for improved circularity of silicon solar modules | 10.1016/j.oneear.2024.01.020 | https://doi.org/10.1016/j.oneear.2024.01.020 | One Earth | 2,024 | Tao, M.; Druffel, T.; Farag, A.; McLoughlin, K.; Leu, P. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
Quantifying the impact of wildfire smoke on solar photovoltaic generation in Australia | 10.1016/j.isci.2023.108611 | https://doi.org/10.1016/j.isci.2023.108611 | iScience | 2,024 | Ford, E.; Peters, I.; Hoex, B. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | ||
Potential and climate effects of large-scale rooftop photovoltaic energy deployment in northwest Chinaโs capital cities | 10.1016/j.isci.2024.110871 | https://doi.org/10.1016/j.isci.2024.110871 | iScience | 2,024 | Jia, D.; Yang, L.; Gao, X. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Buildings (ๅปบ็ญ็ฉ) | Check Article | Varies | Regional dataset (China) | Resource & Potential (่ตๆบไธๆฝๅ) | ||
On the optimization of the interconnection of photovoltaic modules integrated in vehicles | 10.1016/j.isci.2024.110089 | https://doi.org/10.1016/j.isci.2024.110089 | iScience | 2,024 | Macรญas, J.; Herrero, R.; San Josรฉ, L.; Nรบรฑez, R.; Antรณn, I. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Materials & Device Physics (ๆๆไธๅจไปถ็ฉ็) | ||
Comprehensive overview of heat management methods for enhancing photovoltaic thermal systems | 10.1016/j.isci.2024.110950 | https://doi.org/10.1016/j.isci.2024.110950 | iScience | 2,024 | Rahman, M.; Gupta, S.; Akylbekov, N.; Zhapparbergenov, R.; Hasnain, S. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Wind and solar energy in Small Island Developing States for mitigating global climate change | 10.1016/j.isci.2024.111062 | https://doi.org/10.1016/j.isci.2024.111062 | iScience | 2,024 | Havea, P.; Su, B.; Liu, C.; Kundzewicz, Z.; Wang, Y. | CrossRef | DigiEnergy | Load Forecasting & Demand Management | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Global scale dataset | Other Specialized PV Research (ๅ
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Chemically tuned intermediate band states in atomically thin Cu
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GeSe/SnS quantum material for photovoltaic applications | 10.1126/sciadv.adl6752 | https://doi.org/10.1126/sciadv.adl6752 | Science Advances | 2,024 | Kastuar, S.; Ekuma, C. | A new generation of quantum material derived from intercalating zerovalent atoms such as Cu into the intrinsic van der Waals gap at the interface of atomically thin two-dimensional GeSe/SnS heterostructure is designed, and their optoelectronic features are explored for next-generation photovoltaic applications. Advanced ab initio modeling reveals that many-body effects induce intermediate band (IB) states, with subband gaps (~0.78 and 1.26 electron volts) ideal for next-generation solar devices, | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Generation (ๅ็ต้) | Check Article | Varies | Open-access PV research data | Performance & Generation (ๆง่ฝไธๅ็ต้) | |
Potential climate predictability of renewable energy supply and demand for Texas given the ENSO hidden state | 10.1126/sciadv.ado3517 | https://doi.org/10.1126/sciadv.ado3517 | Science Advances | 2,024 | Zhang, M.; Yan, L.; Amonkar, Y.; Nayak, A.; Lall, U. | Climate variability influences renewable electricity supply and demand and hence system reliability. Using the hidden states of the sea surface temperature of tropical Pacific Ocean that reflect El NiรฑoโSouthern Oscillation (ENSO) dynamics that is objectively identified by a nonhomogeneous hidden Markov model, we provide a first example of the potential predictability of monthly wind and solar energy and heating and cooling energy demand for 1 to 6 months ahead for Texas, United States, a region | CrossRef | DigiEnergy | Load Forecasting & Demand Management | Novel Low/Zero Carbon Technologies | Potential (ๆฝๅ่ฏไผฐ) | Check Article | Varies | Open-access PV research data | Resource & Potential (่ตๆบไธๆฝๅ) | |
A crowdsourced dataset of aerial images with annotated solar photovoltaic arrays and installation metadata | 10.1038/s41597-023-01951-4 | https://doi.org/10.1038/s41597-023-01951-4 | Scientific Data | 2,023 | Kasmi, G.; Saint-Drenan, Y.; Trebosc, D.; Jolivet, R.; Leloux, J. | AbstractPhotovoltaic (PV) energy generation plays a crucial role in the energy transition. Small-scale, rooftop PV installations are deployed at an unprecedented pace, and their safe integration into the grid requires up-to-date, high-quality information. Overhead imagery is increasingly being used to improve the knowledge of rooftop PV installations with machine learning models capable of automatically mapping these installations. However, these models cannot be reliably transferred from one re | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Remote Sensing (้ฅๆๅพๅ) | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Remote Sensing & Computer Vision (้ฅๆไธ่ฎก็ฎๆบ่ง่ง) | |
A solar panel dataset of very high resolution satellite imagery to support the Sustainable Development Goals | 10.1038/s41597-023-02539-8 | https://doi.org/10.1038/s41597-023-02539-8 | Scientific Data | 2,023 | Clark, C.; Pacifici, F. | AbstractEffectively supporting the United Nationsโ Sustainable Development Goals requires reliable, substantial, and timely data. For solar panel installation monitoring, where accurate reporting is crucial in tracking green energy production and sustainable energy access, official and regulated documentation remains inconsistent. Reports of solar panel installations have been supplemented with object detection models developed and used on openly available aerial imagery, a type of imagery colle | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Remote Sensing (้ฅๆๅพๅ) | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Remote Sensing & Computer Vision (้ฅๆไธ่ฎก็ฎๆบ่ง่ง) | |
Georectified polygon database of ground-mounted large-scale solar photovoltaic sites in the United States | 10.1038/s41597-023-02644-8 | https://doi.org/10.1038/s41597-023-02644-8 | Scientific Data | 2,023 | Fujita, K.; Ancona, Z.; Kramer, L.; Straka, M.; Gautreau, T. | AbstractOver 4,400 large-scale solar photovoltaic (LSPV) facilities operate in the United States as of December 2021, representing more than 60 gigawatts of electric energy capacity. Of these, over 3,900 are ground-mounted LSPV facilities with capacities of 1 megawatt direct current (MWdc) or more. Ground-mounted LSPV installations continue increasing, with more than 400 projects appearing online in 2021 alone; however, a comprehensive, publicly available georectified dataset including spatial f | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Other PV Data | Figshare / Dryad / Zenodo | Varies | Open-access PV research data | Other Specialized PV Research (ๅ
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Climate change impacts on planned supplyโdemand match in global wind and solar energy systems | 10.1038/s41560-023-01304-w | https://doi.org/10.1038/s41560-023-01304-w | Nature Energy | 2,023 | Liu, L.; He, G.; Wu, M.; Liu, G.; Zhang, H. | AbstractClimate change modulates both energy demand and wind and solar energy supply but a globally synthetic analysis of supplyโdemand match (SDM) is lacking. Here, we use 12 state-of-the-art climate models to assess climate change impacts on SDM, quantified by the fraction of demand met by local wind or solar supply. For energy systems with varying dependence on wind or solar supply, up to 32% or 44% of non-Antarctic land areas, respectively, are projected to experience robust SDM reductions b | CrossRef | DigiEnergy | Renewable Energy Resource Mapping | Novel Low/Zero Carbon Technologies | Other PV Data | Check Article | Varies | Global scale dataset | Other Specialized PV Research (ๅ
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Revised estimates of racial and ethnic disparities in rooftop photovoltaic deployment in the United States | 10.1038/s41893-023-01134-4 | https://doi.org/10.1038/s41893-023-01134-4 | Nature Sustainability | 2,023 | Dokshin, F.; Thiede, B. | CrossRef | CleanTech | Solar PV & Storage | Novel Low/Zero Carbon Technologies | Buildings (ๅปบ็ญ็ฉ) | Check Article | Varies | Open-access PV research data | Urban & Building Integrated (ๅๅธไธๅปบ็ญ้ๆ) |
End of preview. Expand in Data Studio
UEX-PV-OpenDataHub
A curated hub of open-access photovoltaic (PV) datasets from top-tier scientific journals (2020-Present).
๐ Overview
This hub contains 192 curated PV-related datasets, categorized by their application domains such as Generation, Buildings, Land Use, Potential, and Remote Sensing.
๐ Structure
UEX_PV_OpenDatasets.md: Human-readable database with direct links.pv_datasets.json: Machine-readable structured data.PV_References.bib: BibTeX citations for all included works.
๐ท๏ธ Categories
| Category | Count | Description |
|---|---|---|
| Performance & Generation | 70 | Power output, forecasting, efficiency, degradation. |
| Materials & Device Physics | 21 | Perovskite, silicon cells, material characterization. |
| Remote Sensing & CV | 12 | PV detection, segmentation, satellite/aerial imagery. |
| Resource & Potential | 15 | Solar radiation, spatiotemporal assessment, site suitability. |
| Grid & Management | 14 | Storage, demand response, LCA, carbon footprint. |
| Urban & Building Integrated | 10 | Rooftop PV, BIPV, urban solar energy. |
| Other Specialized Research | 50 | Policy, social factors, and interdisciplinary studies. |
๐ Collection
This dataset is part of the UEX-RenewableEnergy Collection.
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Size of downloaded dataset files:
186 kB
Size of the auto-converted Parquet files:
54.6 kB
Number of rows:
192