You need to supply 5v to pin 10 of the playstation av connector, or do the always-on hack that is in this thread:
Help with PSONE LCD mod
I cant get the psone lcd to power up. I am trying to use it using the av in socket. Please tell me what I have to do to get some power to the lcd?