Technical FAQs 4

Can artificial intelligence improve solar energy production?

The utilization of artificial intelligence (AI) is crucial for improving the energy generation of PV systems under various climatic circumstances, as conventional controllers do not effectively optimize the energy output of solar systems. Nevertheless, the performance of PV systems can be influenced by fluctuations in meteorological conditions.

What is the energy management system for a stand-alone hybrid system?

In 11 the energy management system was implemented for a stand-alone hybrid system with two sustainable energy sources: wind, solar, and battery storage. To monitor maximum energy points efficiently, the P&O algorithm was used to control photovoltaic and wind power systems. The battery storage system is organized via PI controller.

Why do we need a storage system?

Due to the random nature of renewable energy sources, the continuous flow of energy all the time is impossible. Therefore, integrating a storage system is necessary in order to ensure the continuous flow of energy to the loads. A bidirectional DC/DC converter is usually used for control and management the power flow in the system.

How efficient is a battery management system (BMS)?

The proposed BMS with the AI technique is efficient in all cases of powers dilvered by the battery. The control system of the energy mangment unit improved the operation of the complete system and the storage energy is sufficiently supplied to the loads.

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