Can artificial intelligence optimize energy storage systems derived from renewable sources?

This paper explores the use of artificial intelligence (AI) for optimizing the operation of energy storage systems obtained from renewable sources. After presen

Can artificial intelligence improve energy systems?

Through these efforts, AI technology is expected to significantly improve the efficiency and sustainability of energy systems and help transform and upgrade energy systems. Although we have just listed many effective cases, it is not clear to what extent artificial intelligence can play a role in accelerating innovation in the energy system.

How can AI improve the performance of energy systems?

Efficient algorithms and hardware acceleration can not only significantly improve the processing power of AI models, but also support larger-scale data analysis and decision support, and improve the overall benefits of energy systems.

How has AI impacted the energy sector?

On the other hand, the research on artificial intelligence (AI) in the energy sector is also experiencing exponential growth. Compared to a decade ago, the number of publications on the intersection of energy and AI has increased tenfold (Fig. 1 c).

What are AI applications in energy systems?

In recent years AI applications in energy systems have gained more focus . By energy systems, we mean all the small or big equipment, buildings, plants, or even smart energy (e.g. electricity) grids. In another word, any system that needs energy to operate, maintain specific conditions or transfer energy from one point to another.

Can artificial intelligence accelerate the development of energy materials?

In short, artificial intelligence technology has shown great potential in accelerating the discovery and development of energy materials, but it still faces challenges in data management, the development of automated laboratories, interdisciplinary cooperation, and technology transformation.