Abstract
Most of the small and medium-sized backlight modules are applied to a small amount of various products. Since the time to design a product is rigid and the light guide plate (LGP) is the key component that affects the quality of backlight modules, photovoltaic industries can enhance the core competence if they are able to develop high standard light guide plates with fast and efficient methods. The study proposes an optical optimal design system of light guide plate (LGP). The optimization design is conducted in the longitudinal structure of the LGP incidence plane with three LED light sources. Taguchi method is also used in carrying out the design of experiment through the TracePro, optical analysis software, and the experiment data which are employed as the back-propagation neural network (BPNN) training and testing samples and, then, created an optical quality predictor of the longitudinal structure. BPNN can predict the impact of incidence plane luminance versus the different constructed parameters. Finally, the optical quality predictor can effectively generate the optimal parameters settings combined with genetic algorithm (GA). The simulation results show that the proposed system can improve the non-uniformity problem of the incidence plane but also make it easier to design the longitudinal structure of the incidence plane.
Highlights
In recent years, the internet and telecommunication have caused rapid development in many portable electronic products such as lap top computers, mobile phones, digital cameras, MPEG-4, tablet computers, and so on
liquid crystal display (LCD) has to use a backlight source of either a cold cathode fluorescent lamp (CCFL) or a light-emitting diode (LED) to emit illuminants first. Those light sources pass through a polarizing plate and cross liquid crystal materials in the way that the liquid crystal cell array changes the light angle in which the liquid crystal passes through
Analyzed as shown in Table 19 with the best uniformity processed by back-propagation neural network (BPNN) and genetic algorithm (GA) of 88.19% which is 0.45% higher than that by the Taguchi method
Summary
The internet and telecommunication have caused rapid development in many portable electronic products such as lap top computers, mobile phones, digital cameras, MPEG-4, tablet computers, and so on. An LCD is consisted of backlight modules, polarizing plates, a color filter, a glass substrate, a polyimide, liquid crystal materials, and a thin film transistor. LCD has to use a backlight source of either a cold cathode fluorescent lamp (CCFL) or a light-emitting diode (LED) to emit illuminants first. Those light sources pass through a polarizing plate and cross liquid crystal materials in the way that the liquid crystal cell array changes the light angle in which the liquid crystal passes through. Before the light spreads across the LCD, the light source needs to pass through a color filter ahead and another polarizing plate.
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