The PS2's clock battery is buried somewhere inside the system. Its exact location will depend on what model of console you have, since they're all put together differently. If you take the whole system apart you'll find it eventually.

I'm pretty sure it's a CR2032, but I can't really remember. In any case it's printed on the battery anyhow.