A Comprehensive Review of AI‐Powered Energy Systems
The role of Artificial Intelligence (AI) in developing next‐generation energy systems is getting more day by day. Therefore, incorporating AI enables real‐time decision‐making and advanced grid management, which are essential for optimizing the use of intermittent renewable sources like wind and solar power.
Armin Razmjoo +5 more
wiley +1 more source
A Novel Optimal Layout Method for Rain Gauge Network Based on Mutual Information Entropy and Deep Learning Model. [PDF]
Huang Y, Lu X, Luo H, Liu B, Wang R.
europepmc +1 more source
Temperature Coefficient Analysis of Polycrystalline PV Modules Under Field Conditions in Ghana
Field measurements from a commercial PV plant in Ghana show polycrystalline module temperature coefficients of −0.473%/°C—31% higher than manufacturer values—highlighting the risk of underestimating energy losses and degradation in fast‐growing West African solar deployments.
Emmanuel Akono Sarsah +1 more
wiley +1 more source
Bayesian optimization for uncertainty-aware prediction of rainfall-induced deformation in embankment dams. [PDF]
Nasser M +5 more
europepmc +1 more source
Lifetime Analysis of Grid‐Tied Photovoltaic System Considering DC–DC Converter Ripple and Efficiency
This work presents a comprehensive lifetime analysis of a two‐stage grid‐tied photovoltaic (PV) system by incorporating critical factors such as input current ripple and operating voltage variations, which are often neglected in conventional studies.
Surla Vishnu Kanchana Naresh +2 more
wiley +1 more source
Assessing trends and forecasting meteorological drought in South Africa using Savitzky-Golay enhanced hybrid deep learning. [PDF]
Sibiya S +3 more
europepmc +1 more source
This graphical abstract illustrates a reproducible pipeline that combines gradient‐boosting‐based feature selection with a CNN–BiLSTM–Transformer model to forecast solar irradiance across multi‐site satellite and ground datasets, delivering robust, high‐accuracy predictions that support sustainable grid planning and reliable PV integration.
Muhammad Farhan Hanif +5 more
wiley +1 more source
Increased interannual variability of Sahel rainfall under greenhouse warming. [PDF]
Yang K +6 more
europepmc +1 more source
Future outlook of monthly maximum daily precipitation in Pakistan's hydroclimatic zones: high-resolution insights from CMIP6 multimodel data. [PDF]
Adnan M +4 more
europepmc +1 more source
When the desert dries: rainfall drives conflicts and conservation challenges for onager (<i>Equus hemionus onager</i>). [PDF]
Esmaeili S +5 more
europepmc +1 more source

