Are there maps that I can download to a PC and later transfer to the android phone?
I use OsmAnd which works well with offline maps (OSM). Download offline map(s) once and after that no internet connection is required to use them.

You can download the .obf-file of your location from this list of offline maps. Or use the  app to download .obf files directly to your device.