I have been to the upper peninsula a number of times and some trips have been amazing, but some have been so swarmed with biting flies or smaller swarms of black flies that it was difficult to enjoy anything. I don't want to go in winter.
Outside of winter, when is the least buggy time to visit? Are there predictable times when the more annoying insects tend to spawn?