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This paper focuses on appropriate technology to improve solar photovoltaic module maintenance. Literature were reviewed on existing traditional approaches provided by PV module manufacturers, solar energy institutional boards as well as the related works done by researchers. An artificial intelligence approach to the maintenance of Solar PV modules was proposed. The approach is to eliminate huge maintenance line during maintenance, reduce accidents during maintenance and reduce work hours during maintenance. A theoretical prototype of the robotic control system was studied. The system is designed to have abilities to initiate maintenance process on condition of timing and environmental factors. A block diagram consisting of mechatronic devices, electronic sensors and timing circuits were used. The system detects targets by pattern, feature, and colour of the solar photovoltaic modules in array. The …