It might be a heat sink clogged up with crap and can't dissipate heat properly causing the fan to click on or into overdrive. It could be the thermal paste connecting the CPU to the Heat Sink. It could be the graphics card. It could be a spinning drive about to go out.
You'll have to open it up to narrow it down.