Detroit Fire Department Capt. Steve Varnas tells the Detroit Free Press that officials don't suspect arson, but some of the fires may have been caused by dead tree limbs falling onto power lines.
WXYZ-TV reports firefighters also are battling a blaze at an abandoned building.
There were no immediate reports of injuries.
Messages were left by The Associated Press for Detroit fire officials.