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The approach of combing the iterative learning control algorithm with a PID feedback loop is presented. The reasonable controller is designed and applied to electro-pneumatic servo system. The system is treated as an uncertain system with bounded uncertainties where the bounds are assumed known. It is able to accommodate smooth transition between different controllers without undue transient effects...