You can find the fan Bambulab uses on the bambu store:
But I was not able to find the brand and more specifications.
It is a 24 Volt fan for sure according to the picture
Replacing it with a noctua makes sens if Bambulabs doesn’t offer a replacement fan (I opened a support ticket. Let’s see if they offer a replacement fan).