Question: can 12 volts start a fire?
Answer: Yes, 12V can certainly cause sparks if there is a connection that is opening and/or closing. However, I expect you are safe: Since you are fused, any high-current short should blow the fuse before anything bad happens. Your 12V power supply likely has some reasonable current limit, and.