Catalysis of the reaction: a long-chain 2,3-saturated fatty acyl-CoA + H+ + oxidized  = a long-chain (2E)-enoyl-CoA + reduced . A long-chain fatty acid has an aliphatic tail containing 13 to 22 carbons.
palmitoyl-CoA dehydrogenase activity