This paper proposes an assembly system with double industrial manipulators. Each manipulator consists of precise and coarse positioning devices. Compliance is introduced to accommodate positioning errors between the double manipulators. A cooperative control scheme for the two manipulators is studied. The results of experiments verify the effectiveness of the proposed scheme. This system is well suited for assembly of large-sized parts. © 1995 CIRP.