Hi mr_jones,
Is there any serial console log output when you plug the power?
If so, please share them for further check.
You can refer to the following instruction to capture serial console log on AGX Orin devkit.
NVIDIA Jetson Orin AGX - In Board - Getting in Board - Serial Console