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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, w...
CrossRef
DigiEnergy
Load Forecasting & Demand Management
Novel Low/Zero Carbon Technologies
Generation (发电量)
Figshare / Dryad / Zenodo
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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 (材料与器件物理)
Mapping Europe’s 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 pote...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Buildings (建筑物)
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Varies
Open-access PV research data
Remote Sensing & Computer Vision (遥感与计算机视觉)
Author Correction: Mapping Europe’s 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 (建筑物)
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Varies
Open-access PV research data
Remote Sensing & Computer Vision (遥感与计算机视觉)
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
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Varies
Global scale dataset
Other Specialized PV Research (其他光伏专项研究)
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
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Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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
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Other Specialized PV Research (其他光伏专项研究)
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 (材料与器件物理)
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 (建筑物)
Mendeley Data
Varies
Global scale dataset
Performance & Generation (性能与发电量)
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
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Open-access PV research data
Materials & Device Physics (材料与器件物理)
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 photoc...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Potential (潜力评估)
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Open-access PV research data
Resource & Potential (资源与潜力)
Bulk and interface engineering of 1.7 eV–bandgap 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 1.7–electron volt CuGaSe ...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Generation (发电量)
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Open-access PV research data
Performance & Generation (性能与发电量)
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 ident...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Generation (发电量)
Figshare / Dryad / Zenodo
Varies
Global scale dataset
Performance & Generation (性能与发电量)
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 (遥感图像)
Figshare / Dryad / Zenodo
Varies
Open-access PV research data
Remote Sensing & Computer Vision (遥感与计算机视觉)
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 (发电量)
Figshare / Dryad / Zenodo
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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. ...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Generation (发电量)
Figshare / Dryad / Zenodo
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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 (其他光伏专项研究)
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 individ...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Generation (发电量)
Figshare / Dryad / Zenodo
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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.; Ðukan, 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....
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Potential (潜力评估)
Figshare / Dryad / Zenodo
Varies
Global scale dataset
Resource & Potential (资源与潜力)
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
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Open-access PV research data
Performance & Generation (性能与发电量)
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 (其他光伏专项研究)
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
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Varies
Open-access PV research data
Other Specialized PV Research (其他光伏专项研究)
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...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Other PV Data
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Open-access PV research data
Performance & Generation (性能与发电量)
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...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Generation (发电量)
Check Article
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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.; Tervasmäki, 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 Protein (SCP) is a protein-rich microbial biomass that offers a sustainable alternative when derived from renewable energy and sustainable feedstocks. We ev...
CrossRef
DigiEnergy
Load Forecasting & Demand Management
AI & Data Science for Urban Energy Systems
Potential (潜力评估)
Check Article
Varies
Global scale dataset
Resource & Potential (资源与潜力)
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 (发电量)
Check Article
Varies
Global scale dataset
Performance & Generation (性能与发电量)
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-...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Generation (发电量)
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Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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
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Grid, Management & Sustainability (电网、管理与可持续性)
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
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Materials & Device Physics (材料与器件物理)
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 (土地利用)
Check Article
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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 array’s output power produc...
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CleanTech
Solar PV & Storage
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Performance & Generation (性能与发电量)
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
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Generation (发电量)
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Performance & Generation (性能与发电量)
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
Díaz-Bello, D.; Vargas-Salgado, C.; Alcazar-Ortega, M.; Alfonso-Solar, D.
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Generation (发电量)
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Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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
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Materials & Device Physics (材料与器件物理)
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
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Grid, Management & Sustainability (电网、管理与可持续性)
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
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Performance & Generation (性能与发电量)
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 (遥感图像)
Check Article
Varies
Open-access PV research data
Remote Sensing & Computer Vision (遥感与计算机视觉)
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 a...
CrossRef
DigiEnergy
Load Forecasting & Demand Management
Novel Low/Zero Carbon Technologies
Generation (发电量)
Check Article
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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
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Grid, Management & Sustainability (电网、管理与可持续性)
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 multidi...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Potential (潜力评估)
Check Article
Varies
Open-access PV research data
Resource & Potential (资源与潜力)
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
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Varies
Open-access PV research data
Materials & Device Physics (材料与器件物理)
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.; Braciník, 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 (电网、管理与可持续性)
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
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Open-access PV research data
Other Specialized PV Research (其他光伏专项研究)
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 hybr...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Generation (发电量)
Check Article
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Open-access PV research data
Performance & Generation (性能与发电量)
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 (L...
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Grid, Management & Sustainability (电网、管理与可持续性)
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.
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FLEXERGY
Demand Response
Demand Response & New Mobilities & Urban Planning
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Grid, Management & Sustainability (电网、管理与可持续性)
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.
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Mendeley Data
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Other Specialized PV Research (其他光伏专项研究)
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
Mejía Escobar, M.; Algora, C.
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Potential (潜力评估)
Mendeley Data
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Open-access PV research data
Resource & Potential (资源与潜力)
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.
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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.
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Other Specialized PV Research (其他光伏专项研究)
Diversifying the solar photovoltaic supply chain to secure Europe’s 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.
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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.
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Materials & Device Physics (材料与器件物理)
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 ...
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Performance & Generation (性能与发电量)
Ultrafast energy transfer beyond the Förster 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 Förster resonance energy transfer (FRET). In this study, we demonstrate a donor-to-acceptor short-range ener...
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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 gl...
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Potential (潜力评估)
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Resource & Potential (资源与潜力)
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 t...
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Performance & Generation (性能与发电量)
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
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Figshare / Dryad / Zenodo
Varies
Regional dataset (China)
Other Specialized PV Research (其他光伏专项研究)
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
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Figshare / Dryad / Zenodo
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Other Specialized PV Research (其他光伏专项研究)
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 ...
CrossRef
DigiEnergy
Load Forecasting & Demand Management
AI & Data Science for Urban Energy Systems
Generation (发电量)
Figshare / Dryad / Zenodo
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
Combining photovoltaic elements
10.1038/s41560-024-01647-y
https://doi.org/10.1038/s41560-024-01647-y
Nature Energy
2,024
Tregnago, G.
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Other Specialized PV Research (其他光伏专项研究)
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 ...
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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
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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.
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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.
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Other Specialized PV Research (其他光伏专项研究)
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 cl...
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Remote Sensing (遥感图像)
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Remote Sensing & Computer Vision (遥感与计算机视觉)
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 spontan...
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Generation (发电量)
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Performance & Generation (性能与发电量)
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), ...
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Performance & Generation (性能与发电量)
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 Cortés, 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 tra...
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Buildings (建筑物)
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Urban & Building Integrated (城市与建筑集成)
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 111–614 megatonne H2 year−1. Our findings confirm that renewable (solar photovoltaic ...
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Grid, Management & Sustainability (电网、管理与可持续性)
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
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Novel Low/Zero Carbon Technologies
Buildings (建筑物)
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Urban & Building Integrated (城市与建筑集成)
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.
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Performance & Generation (性能与发电量)
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 enhan...
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Performance & Generation (性能与发电量)
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,...
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Performance & Generation (性能与发电量)
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.
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Resource & Potential (资源与潜力)
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.
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Other Specialized PV Research (其他光伏专项研究)
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.
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Materials & Device Physics (材料与器件物理)
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
Çokduygulular, E.; Çetinkaya, Ç.; Emik, S.; Kınacı, B.
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Performance & Generation (性能与发电量)
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...
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Generation (发电量)
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Performance & Generation (性能与发电量)
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 71.78 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 requi...
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Generation (发电量)
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Performance & Generation (性能与发电量)
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 Turb...
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Performance & Generation (性能与发电量)
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 architect...
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Buildings (建筑物)
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Urban & Building Integrated (城市与建筑集成)
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.; Hölzel, H.; Fernandez, L.; Aslam, A.; Baronas, P.
CrossRef
DigiEnergy
Load Forecasting & Demand Management
Novel Low/Zero Carbon Technologies
Generation (发电量)
Mendeley Data
Varies
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Performance & Generation (性能与发电量)
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.; Hägglund, C.
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Other Specialized PV Research (其他光伏专项研究)
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.; Poredoš, P.; Wang, R.
CrossRef
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Generation (发电量)
Mendeley Data
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Open-access PV research data
Performance & Generation (性能与发电量)
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.
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Grid, Management & Sustainability (电网、管理与可持续性)
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.
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Mendeley Data
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Other Specialized PV Research (其他光伏专项研究)
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
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Generation (发电量)
Mendeley Data
Varies
Open-access PV research data
Performance & Generation (性能与发电量)
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.
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Materials & Device Physics (材料与器件物理)
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.
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Generation (发电量)
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Open-access PV research data
Performance & Generation (性能与发电量)
Potential and climate effects of large-scale rooftop photovoltaic energy deployment in northwest China’s 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 (建筑物)
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Regional dataset (China)
Resource & Potential (资源与潜力)
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
Macías, J.; Herrero, R.; San José, L.; Núñez, R.; Antón, I.
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Other PV Data
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Open-access PV research data
Materials & Device Physics (材料与器件物理)
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.
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CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Other PV Data
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Open-access PV research data
Other Specialized PV Research (其他光伏专项研究)
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
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Global scale dataset
Other Specialized PV Research (其他光伏专项研究)
Chemically tuned intermediate band states in atomically thin Cu <i> <sub>x</sub> </i> 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. Advance...
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CleanTech
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Generation (发电量)
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Open-access PV research data
Performance & Generation (性能与发电量)
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 Niño–Southern Oscillation (ENSO) dynamics that is objectively identified by a nonhomogeneous hidden Markov model, we provi...
CrossRef
DigiEnergy
Load Forecasting & Demand Management
Novel Low/Zero Carbon Technologies
Potential (潜力评估)
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Open-access PV research data
Resource & Potential (资源与潜力)
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 knowl...
CrossRef
CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Remote Sensing (遥感图像)
Figshare / Dryad / Zenodo
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Open-access PV research data
Remote Sensing & Computer Vision (遥感与计算机视觉)
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 Nations’ 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 i...
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CleanTech
Solar PV & Storage
Novel Low/Zero Carbon Technologies
Remote Sensing (遥感图像)
Figshare / Dryad / Zenodo
Varies
Open-access PV research data
Remote Sensing & Computer Vision (遥感与计算机视觉)
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 ...
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 (其他光伏专项研究)
Climate change impacts on planned supply–demand 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 supply–demand 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....
CrossRef
DigiEnergy
Renewable Energy Resource Mapping
Novel Low/Zero Carbon Technologies
Other PV Data
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Global scale dataset
Other Specialized PV Research (其他光伏专项研究)
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.
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Buildings (建筑物)
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Open-access PV research data
Urban & Building Integrated (城市与建筑集成)