Get the power supply replaced. Sounds like the power transistor is leaky on the board. There pretty inexpensive nowadays just go onto an internat auction site and get a faulty ps2 with say a lens error and get the part out of that :)
Hope this gives you some idea
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Try fixfault.com to fix games consoles.