Researchers are exploring new approaches to maximize power point tracking (MPPT) in photovoltaic systems, with various methods being proposed, including the use of optimization algorithms and advanced converter designs. Different techniques, such as Pelican optimization, cuckoo search optimization, and genetic algorithms, are being investigated for their potential to improve MPPT performance. The development of these new approaches aims to enhance the efficiency and effectiveness of solar-powered systems under various operating conditions.