The document describes the development of a wall-climbing robot that uses a tracked wheel mechanism. Two tracked wheels with 24 suction pads each are used to allow continuous locomotion up a vertical surface at a maximum speed of 15m/min. Mechanical valves are used to control vacuum supply to the suction pads as the wheels rotate. Engineering analyses were conducted to determine the required suction force and tendency of vacuum pressure changes during operation. An optimization experiment was also performed to maximize vacuum pressure using Taguchi methodology.