[HTML][HTML] The Impact of Dust Deposition on PV Panels' Efficiency and Mitigation Solutions

M Nezamisavojbolaghi, E Davodian, A Bouich… - Energies, 2023 - mdpi.com
Conversion efficiency, power production, and cost of PV panels' energy are remarkably
impacted by external factors including temperature, wind, humidity, dust aggregation, and …

Short-term photovoltaic power forecasting based on signal decomposition and machine learning optimization

Y Zhou, J Wang, Z Li, H Lu - Energy Conversion and Management, 2022 - Elsevier
Owing to the continuous increase in the proportion of solar generation accounting for the
total global generation, real-time management of solar power has become indispensable …

A tutorial review of the solar power curve: Regressions, model chains, and their hybridization and probabilistic extensions

D Yang, X **a, MJ Mayer - Advances in Atmospheric Sciences, 2024 - Springer
Owing to the persisting hype in pushing toward global carbon neutrality, the study scope of
atmospheric science is rapidly expanding. Among numerous trending topics, energy …

Memory long and short term time series network for ultra-short-term photovoltaic power forecasting

C Huang, M Yang - Energy, 2023 - Elsevier
Photovoltaic (PV) power is stochastic, intermittent and volatile, which has brought huge
challenges to the safe and stable operation of the power grid. Accurate PV power …

Dynamic directed graph convolution network based ultra‐short‐term forecasting method of distributed photovoltaic power to enhance the resilience and flexibility of …

Y Wang, W Fu, X Zhang, Z Zhen… - IET Generation …, 2024 - Wiley Online Library
Accurately forecasting regional distributed photovoltaic (DPV) power is crucial in mitigating
the negative impact of high DPV penetration on the reliability and resilience of the …

Ultra-short-term distributed PV power forecasting for virtual power plant considering data-scarce scenarios

Y Wang, W Fu, J Wang, Z Zhen, F Wang - Applied Energy, 2024 - Elsevier
Accurate forecasting of distributed photovoltaic (DPV) power plays a crucial role in enabling
a virtual power plant (VPP) to grasp its internal DPV characteristics and support the …

[HTML][HTML] Power modeling of degraded PV systems: Case studies using a dynamically updated physical model (PV-Pro)

B Li, X Chen, A Jain - Renewable Energy, 2024 - Elsevier
Power modeling, widely applied for health monitoring and power prediction, is crucial for the
efficiency and reliability of Photovoltaic (PV) systems. The most common approach for power …

A stacked ensemble forecast for photovoltaic power plants combining deterministic and stochastic methods

SV Oprea, A Bâra - Applied Soft Computing, 2023 - Elsevier
Feature engineering (or creation of new features) that strengthens the importance of
fundamental variables (eg, cloud cover, partial shading, solar irradiance) is essential in …

[КНИГА][B] Solar irradiance and photovoltaic power forecasting

D Yang, J Kleissl - 2024 - books.google.com
Forecasting plays an indispensable role in grid integration of solar energy, which is an
important pathway toward the grand goal of achieving planetary carbon neutrality. This …