Bad connection in power to stereo system - vibration makes it come and go. Fuses tend to behave differently - permanently good or permanently bad - purely a guess...
The DC to AC invertor would not / should not have any impact on the stereo (it just draws DC current) but messing around in the dash area may have moved a dodgy connection.
Peccavi
November 2008