Heat storage systems, such as thermal energy storage tanks, play a crucial role in solar heating and cooling systems by storing excess heat generated during the day for use during periods of low solar radiation or at night. This enables a stable and reliable supply of heat, reducing the need for backup systems and increasing the overall efficiency of the solar system.