Since you have two identical systems, I would start by going through all the BIOS settings and comparing them page by page to see if there are any differences.
If the settings are all the same, the next step would be to start swapping components, one at a time, such as the PSU, memory etc. and see if the issue follows a particular item.
Let us know how you get on.
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