The SN51DP's protection mechanisms provide excellent diagnostic clues. A common symptom is "no backlight" or a screen that flashes on briefly and turns off. The primary suspects are often the OVP and OCP circuits:
Reading the carefully reveals several nuances that can make or break your design. sn51dp datasheet pdf