Photovoltaic energy storage plus artificial intelligence

Can artificial intelligence be used for sizing photovoltaic systems?

There are several reviews on using Artificial Intelligence techniques for sizing Photovoltaic systems. These techniques include modelling and forecasting of solar radiation data and advanced control systems engineering for energy and comfort management in a building environment. (References: R. Luna-Rubio, M. Trejo-Perea, D. Vargas-Vázquez, G.J. Ríos-Moreno)

What is the role of artificial intelligence in photovoltaic technology?

Novel algorithms and techniques are being developed for design, forecasting and maintenance in photovoltaic due to high computational costs and volume of data. Machine Learning, artificial intelligence techniques and algorithms provide automated, intelligent and history-based solutions for complex scenarios.

Can AI predict solar PV power generation?

It is demonstrated that IME, XAI, and SHAP tools are widely used to acquire insight into solar PV power generation forecasting utilising explainable AI tools. Solar photovoltaic emerges as an alternative energy capable of meeting a greater percentage of global energy needs due to novel technical advances, reduced costs and high accuracy.

Can AI be used for designing solar PV systems?

The uses of AI in designing solar PV systems are proposed in [ 39, 40 ]. Designing solar PV systems is considered in these studies.

Is AI based maximum power point tracking possible in solar power systems?

A review of the AI-based Maximum Power Point Tracking (MPPT) in the solar power system was carried out by Yap et al. . Since conventional MPPT techniques are unable to track the global maximum power point under Partial Shading Conditions (PSC), it is necessary to introduce artificial intelligence techniques to enhance this method [34, 61].

Can solar PV be a “attractive energy alternative” in the future?

Solar PV technology has faced several financial and structural market barriers, including stable governmental market interventions. This article predicts that PV can be an “attractive energy alternative” in the future and a core technology that can develop the specific segment in a solar PV system.