As we know, OLED has a short lifetime compared with LCD, due to its material characteristic[1], which leads to a fact that improved performance of lifetime in OLED display , especially vehicle OLED products is one of the most important factors in display market development of OLED. In this paper, a novel algorithm for luminance attenuation in OLED was proposed, using the method of statistical regularity.