IntroductionMan's space efforts have reached the point of planning for extensive industrial activity in Earth orbit. Manned and unmanned space installations for space industrialization will require automatic control of attitude, orbit, and vibration without the necessity for regular human intervention. The control of large space structures (LSSs) will be complicated by long trusses, broad solar collectors, and heavy habitation and equipment modules.Small, independent unmanned modules to fill particular needs, such as sensitive materials processing, will also present unique control requirements related to structure and function, and will require regular servicing associated with operations.A key player in an extensive space facility will be the small, free-orbiting semiautonomous or autonomous space robot. The risk and expense of maintaining a human presence for the many routine functions that will continue to require extravehicular activity (EVA) would impose a major hardship. Routine supply and maintainance functions, especially involving coorbiting space installations, particularly suit automation using free-flying satellite robots that can emulate the EVA astronauts.Given this outlook, this chapter discusses the dynamic control of deformable space structures and articulated space robots. Controls for application to special-purpose space installations will be treated as well. In addition to outlining the control methods available for each class of structures, the chapter treats design of such structures and robots with an eye to their ease of controllability and functional suitability. This chapter is not intended to summarize the entire broad field of large-space-structure control, but rather aims at space installations for industrial applications, such as have been planned and can be expected to fly in the near term. The discussion of space robot control is intended to stimulate development of such robots for applications in connection with industrial space facilities.