It could be the power adapter, but it sounds like system software to me. Try re-installing the OS and see if that fixes the problem. If not, buy a power adapter off eBay. (I have your PowerBook model among my others, and a PowerBook Duo 230 power adapter works on it. It is cheaper and if it is the adapter that is the problem, this one will not break down like the one you have now.)
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