Ignoring the second PSU and with limited expertise, it doesn't sound like a power problem.
If the fan isn't firing then I'd it's failing its tests somehow. The only time I had that it was dodgy memory.
Does removing all memory, or removing all disks, or removing everything except the motherboard itself change any reaction?
If not, then perhaps the motherboard itself has died.
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