Subisdizing alternative energy research is completely different than getting a subsidy for a for-profit project that does not pencil out financially.

Even failed research provides value to the scientific community and the taxpayer (they got something for the money), whereas failed subsidized projects provide money to specific individuals and firms with minimal value (the direct economic impact of the development) to the taxpayer.