Its a Power On Self Test or POST error.
This should give an error code on screen.
But you don't have one connected yet.
If you have a graphics card and screen spare then pop it in to see the error code.
Also make sure all the components that connect to the motherboard, CPU, RAM, fans, etc are connected properly.