Batteries in a solar energy system serve as energy storage units. They store excess electricity generated by solar panels during periods of sunlight. This stored energy can then be used when solar generation is low or unavailable, such as at night or during cloudy conditions. The use of batteries helps ensure a continuous power supply, increases the efficiency of the solar system, and can provide backup power in case of grid outages.