Where can I find instruction booklets? Is there any place where scans or PDFs of instruction booklets can be downloaded?
Yes, from themselves, for sets from 2002 onwards.

D-N-D Bricks(archived) use to have a lot of older sets' instructions.
List of archived instructions.