It should work, particularly if they tie it in with a world tour. Big name artist like Radiohead, Rolling Stones, Prince, etc. can easily gross $100,000,000+. The album sales are just the teaser.
At a very different level in sales, although not artistry, I know that Jane Siberry has been doing the same for a few years. Touring and merchandising is where the money is for working artists.