This research explores a new control algorithm for sun tracking in solar distillation systems in Oman to enhance efficiency and productivity in producing distilled water from saline sources. The study emphasizes the significance of solar energy for improving fresh water supply, particularly in arid regions facing water scarcity. By utilizing advanced tracking methods and a parabolic trough collector, the project aims to optimize the performance of solar stills and addresses the mechanical design suited for Oman's climatic conditions.