How solar radiation forecasting impacts the utilization of solar energy: A critical review

N Krishnan, KR Kumar, CS Inda - Journal of Cleaner Production, 2023 - Elsevier
The demand for energy generation from solar energy resource has been exponentially
increasing in recent years. It is integral for a grid operator to maintain the balance between …

[HTML][HTML] A state of art review on estimation of solar radiation with various models

AE Gürel, Ü Ağbulut, H Bakır, A Ergün, G Yıldız - Heliyon, 2023 - cell.com
Solar radiation is free, and very useful input for most sectors such as heat, health, tourism,
agriculture, and energy production, and it plays a critical role in the sustainability of …

Short-term solar radiation forecasting using hybrid deep residual learning and gated LSTM recurrent network with differential covariance matrix adaptation evolution …

M Neshat, MM Nezhad, S Mirjalili, DA Garcia… - Energy, 2023 - Elsevier
Developing an accurate and robust prediction of long-term average global solar irradiation
plays a crucial role in industries such as renewable energy, agribusiness, and hydrology …

Surrogate modeling of nonlinear dynamic systems: a comparative study

Y Zhao, C Jiang, MA Vega… - … of Computing and …, 2023 - asmedigitalcollection.asme.org
Surrogate models play a vital role in overcoming the computational challenge in designing
and analyzing nonlinear dynamic systems, especially in the presence of uncertainty. This …

Predicting daily global solar radiation in various climatic regions of China based on hybrid support vector machines with meta-heuristic algorithms

Z Wu, N Cui, D Gong, F Zhu, Y Li, L Xing… - Journal of Cleaner …, 2023 - Elsevier
Accurate prediction of global solar radiation (R s) is vital for investment decisions and solar
energy distribution. In this study, three hybrid models (ACO-SVM, CS-SVM, and GWO-SVM) …

[HTML][HTML] A photovoltaic power prediction approach based on data decomposition and stacked deep learning model

L Liu, K Guo, J Chen, L Guo, C Ke, J Liang, D He - Electronics, 2023 - mdpi.com
Correctly anticipating PV electricity production may lessen stochastic fluctuations and
incentivize energy consumption. To address the intermittent and unpredictable nature of …

Comprehensive review of solar radiation modeling based on artificial intelligence and optimization techniques: future concerns and considerations

NF Attar, MT Sattari, R Prasad, H Apaydin - Clean Technologies and …, 2023 - Springer
An alternative energy source such as solar is one of the most important renewable
resources. A reliable solar radiation prediction is essential for various applications in …

[HTML][HTML] Precise Short-Term Small-Area Sunshine Forecasting for Optimal Seedbed Scheduling in Plant Factories

L Gong, F Huang, W Zhang, Y Li, C Liu - Agriculture, 2023 - mdpi.com
Photosynthesis is one of the key issues for vertical cultivation in plant factories, and efficient
natural sunlight utilization requires predicting the light falling on each seedbed in a real-time …

Photovoltaic power combination prediction system based on improved multi‐objective optimization algorithm and nonlinear weighting strategy

J Wang, H Guo, A Song - Expert Systems, 2023 - Wiley Online Library
The large‐scale connection of photovoltaic (PV) power generation to the power grid
introduces considerable challenges to the grid's stable operation. To ensure grid stability …

Solar Energy Forecasting for Devices in IoT Smart Grid

K Tamil Selvi, S Mohana Saranya… - Smart Grids and …, 2023 - Wiley Online Library
Increased energy demands and dependencies on fossil fuels is an important issue in the
power sector. Renewable energy sources have a big usage trend in electricity generation …