It explores the practical applications of machine learning (ML), deep learning (DL), fuzzy logic, and emerging generative AI models, focusing on their roles in areas such as solar irradiance forecasting, energy management, fault detection, and overall operational optimisation.
[pdf] Modern data collection is characterized by the seamless fusion of sensor data, weather metrics, energy production rates, and financial records. These diverse data streams, when analyzed correctly, provide a comprehensive view of the solar project’s performance.
[pdf] The world's first 100-MW advanced compressed air energy storage (CAES) project, also the largest and most efficient advanced CAES power plant so far, was connected to the power generation grid in 2022 in Zhangjiakou, a city in north China’s Hebei Province.
[pdf] Containerized Battery Storage (CBS) is a modern solution that encapsulates battery systems within a shipping container-like structure, offering a modular, mobile, and scalable approach to energy storage. It's like having a portable powerhouse that can be deployed wherever needed.
[pdf] Pumped storage plants can operate with seawater, although there are additional challenges compared to using fresh water, such as saltwater corrosion and barnacle growth. Inaugurated in 1966, the 240 MW in France can partially work as a pumped-storage station. When high tides occur at off-peak hours, the turbines can be used to pump more seawater into the reservoir than the high tide would have naturally brought in. It is the only large-scale power plant of its kind.
[pdf] The Upper Cisokan hydropower project is a 1GW pumped storage power station under construction in the West Java province of Indonesia. It will be the first pumped storage hydroelectric facility in the country.
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