The paper presents a linear predictor control and a process-model control for multi-variable systems with multiple delays in inputs and outputs subject to unmeasurable disturbances. The proposed control systems, like the Smith predictor, are simple for single-input and single-output systems, and can yield zero steady–state error with desired transient responses to the disturbances.