Fixed-end moments are the moments at the ends of a beam that is restrained from rotation, meaning that the beam cannot freely rotate at its supports. This concept is crucial in analyzing structures like beams, columns, and frames, as it helps in understanding how loads and reactions affect the overall stability and behavior of these structural elements under various loading conditions.