Define Peterlee. Peterlee synonyms, Peterlee pronunciation, Peterlee translation, English dictionary definition of Peterlee. n a new town in Co Durham, founded in 1948. Pop: 29 936 Collins English Dictionary – Complete and Unabridged, 12th Edition 2014