The village was first mentioned in 1277 as Homines de Middela, and means "the middle river". Middelie developed in the 12th century as a peat excavation settlement.
The name "Middelie" signifies that the village was situated near a river in the middle of its location. It developed as a center for peat extraction during the 12th century.