Sounds like some form of hardware problem, could be MOBO, CPU or dodgy PSU. If so going to be near impossible to diagnose at a distance and may well require repair either at local PC shop or by supplier if still under warranty.
In the mean time try stripping the system back to basics, one stick of RAM and all PCI cards removed. Then try to boot again. If that helps add everything back one item at a time.