A generator excitation system is crucial for controlling the output voltage and reactive power of a synchronous generator, ensuring stability and efficiency in power generation. It adjusts the magnetic field strength of the generator rotor, thereby influencing the generator's ability to respond to load changes and maintain grid stability.