This paper shows the design of fuzzy speed control of trajectories in a mobile robot. This robot can move on vertical surfaces of storage tanks for exploration, inspection and cleaning tasks. While the first step involvedactuators (DC motors) identification, the second step presented fuzzy control speed, which can be used for trajectory control. Finally, the genetic algorithm was implemented to obtain optimal trajectory of critical points on the surface where the robot is to follow its predetermined trajectory.