• It would also deliver strategies and schemes for wall and roof inspection. • It would deliver a real-time hybrid control scheme for semi-autonomous navigation and inspection. • This research work would give an improved remote operation mode using voice and remote commands. • It would also deliver a software module for control of semi-autonomous mobile robots.