Researchers are exploring ways to improve the performance of photovoltaic thermal systems, with various studies investigating the use of phase change materials, nanofluids, and cooling strategies. The studies appear to be focused on enhancing efficiency in different climates, including arid and hot conditions. Different approaches, such as incorporating water circulation pipes, novel cooling subchannels, and composite materials, are being evaluated for their potential to optimize thermal management and performance.