Latest Research in Photovoltaic Forecasting and Characterization

Top Research Topics in Photovoltaic Forecasting and Characterization

• Solar Radiation and Photovoltaics — 36 papers
• Photovoltaic System Optimization Techniques — 29 papers
• Hybrid Renewable Energy Systems — 17 papers
• Energy Load and Power Forecasting — 9 papers
• Machine Learning — 9 papers
• Systems and Control — 6 papers
• Integrated Energy Systems Optimization — 5 papers
• Wind Energy Research and Development — 5 papers
• Photovoltaic Systems and Sustainability — 3 papers
• Wave and Wind Energy Systems — 3 papers

Highest-Cited Papers

1. Thermionic Electron Electric Generator (TEEG): Patent Drawings and System Description — 2026
2. A dual-confirmation multivariate feature selection framework using partial lag correlation matrix function for multi-region electricity load forecasting
3. Thermionic Electron Electric Generator (TEEG): Patent Drawings and System Description — 2026
4. Two-stage weather-aware unlabeled sky image classification and solar irradiance forecasting based on residual attention network
5. Interval-Based Solar Radiation Forecasting Using Information Granules and Machine Learning Approaches
6. Designing a cloud logistics mathematical model for photovoltaic systems using a metaheuristic algorithm
7. A multimodal feature fusion network based on multi-scale data for ultra-short-term global horizontal irradiance forecasting
8. Reliability assessment for an offshore green hydrogen production platform
9. Fuzzy k-Nearest Neighbor Classifier Based on Ordered Fuzzy Numbers for Early Fault Detection in Grid-Connected Photovoltaic Systems
10. Cloud-ground mapping matching for enhanced regional distributed PV power forecasting
11. Integrated electrochemical modelling, spatial site selection, and multi-objective optimization of renewable-powered alkaline water electrolysis for green hydrogen production
12. Leveraging artificial intelligence through neural network error residuals for advanced fault detection and classification in photovoltaic systems
13. Edge context fusion transformer for accurate and efficient photovoltaic electroluminescence defect detection
14. Explainable short-term solar irradiance forecasting across diverse climates for consumer-centric energy management
15. Joint Wind and Photovoltaic Power Forecasting with Uncertainty Scenario Generation Based on MS-TCN-GiT
16. Recursive Quantum Long Short-Term Memory for Stable Short-Horizon Temperature Forecasting
17. Photovoltaic Power Forecasting and Performance Assessment for Off-Grid Systems
18. Photovoltaic power forecasting: A comprehensive review and taxonomy of forecasting methods
19. Long-term peak demand forecasting for solar penetrated distribution networks using gradient boosted ensembles: a 14-year case study of the Arkana–Muchea Corridor in Western Australia
20. Elliptic Approximation Theory for the Joint Distribution of Photovoltaic Power and Irradiance

Sub-Regions

• Hybrid Renewable Energy Systems — 86 papers
• Solar Radiation and Photovoltaics — 55 papers
• Photovoltaic System Optimization Techniques — 34 papers
• Smart Grid Energy Management — 27 papers
• Systems and Control — 11 papers
• Computer Vision and Pattern Recognition — 7 papers