Kentucky Lake. In size, no other lake in Kentucky can compare with Kentucky Lake. At 160,309 surface acres, it is the largest man-made lake east of the Mississippi River. Created by the Tennessee Valley Authority in 1944, the lake is a source of navigation, hydroelectric power and flood control.