The authors consider control of large space structures arising from systems of coupled second-order differential equations. A model reduction technique via aggregation with respect to sensor and actuator influence functions is developed and, in a case study, incorporated into the derivation of stabilizing controllers. In the special case of collocated actuators and sensors sufficient conditions for the stability of the closed-loop system are given.