Researchers are exploring ways to enhance the performance of photovoltaic thermal collectors, including the use of water-based nanofluids and novel cooling techniques. Various studies are investigating different approaches to improve efficiency, such as numerical evaluations, experimental investigations, and comparative analyses of different models and materials. The performance of these systems is being assessed under different conditions, including various climates and operating configurations.