The global increase in energy demand and environmental concerns have made the
development of wind energy increasingly important. Accurate wind speed prediction is …

When it comes to energy sources used in electricity production, the future forecasting of
electricity production from renewable energy sources is highly important for both the success …

Accurate prediction of building energy consumption is crucial to the rational scheme of
building energy. Combining the entropy-weighted K-means (EWKM) with the random forest …

The development and utilization of solar energy has become an important strategic decision
for the sustainable development of many countries. Short-term variations in solar irradiation …

Accurate photovoltaic (PV) power forecasting is crucial to ensure the safety and stability of
power systems, given the penetration of solar energy. Extracting spatial-temporal features …

Accurate predictions of river water quality are vital for sustainable water management.
However, even the powerful deep learning model, ie, long short-term memory (LSTM), has …

With the ongoing process of industrialization, the issue of declining air quality is increasingly
becoming a critical concern. Accurate prediction of the Air Quality Index (AQI), considered as …

This study reports annual solar radiation measurements in Biskra (latitude 34 48′ N,
longitude 5 44′ E) using a single pyranometer during 2023. From sunrise to sunset, data …