Accurate control of the tension of a wire electrode in a wirecut electrical discharge machine is achieved by eliminating a direct-current component from a speed difference signal between a braking section and a recovery section of the machine. The direct-current component of the speed signal which is eliminated is associated with the stretching of the wire electrode while under tension. As a result, the tension can be maintained constant dynamically as well as statically, thereby improving machining accuracy.