Satellite data and weather models improve short-term solar irradiance forecasts in China

The intermittent nature of solar energy poses challenges to grid stability, making accurate ultra-short-term solar irradiance ...
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Where analytics meets innovation: Inside Ashutosh Agarwal’s transformational work

Ashutosh Agarwal is a specialist who connects analytics with practical strategy, who stands out in the era of digital ...
IEEE

Improving Weather Forecast Accuracy Using Hybrid Machine Learning Algorithms

Abstract: Weather prediction, particularly for rainfall, temperature and relative humidity (RH%), is critical for climate-sensitive industries such as agriculture and disaster relief. This paper ...
IEEE

Novel Predictive Factors to Boost Short-Term Electricity Demand Forecasting Using Machine Learning Models

Abstract: Accurate Short-Term Load Forecasting (STLF) is essential for effective operational planning, particularly for optimizing maintenance schedules, managing power generation capacity, and ...