In this book, general information about power LEDs, light pipes, lighting control methods and Artificial Neural Networks was given. It is proposed a method which aims at optimization of natural and artificial lighting for the visual comfort and energy saving. Proposed control system was simulated. LED lighting control systems estimated LED dimming ratios according to light pipe illumination values.