1. A system for reconstructing sensor data in a rotor system, comprising: a rotating component of the rotor system; a plurality of sensors in the rotating component to sense at least one of loads and motion characteristics in the rotating component and generate sensor data; and an analysis unit to generate reconstructed sensor data from the sensor data using numerical analysis for low-rank matrices.