For decades, our experts have worked tirelessly to protect the nation from the hazardous emissions created by the usage of fossil fuels and to restore vast amounts of solar radiation energy. Despite their efforts, only 12-16% of solar radiation is converted to electrical energy. Most of it is lost as heat, which raises the temperature of the panel and reduces its efficiency. This article discusses recent advancements in photovoltaic (PV) panel cooling and temperature control technologies. Cooling the PV panels to decrease the tempaerature and to increase the efficiency and performance of solar PV system. Various methods can be used to increase the electrical performance of a photovoltaic cell by lowering the module temperature. The results of various cooling methods for solar photovoltaic systems are discussed. This article compares the various cooling methods like liquid based cooling, air based cooling, thermoelectric cooling, evaporating cooling and assumes which form of cooling can be applied to solar photovoltaic cells, taking into account various factors.