A method of removing abnormal data is presented.It is used for lots of data on Archimedes surfaces measured by CMM.The data from cartesian-coordinate system is transformed into cylindrical coordinate system at first.Then the Archimedes surface is transformed into plane.At last
the abnormal data is removed by repeatedly using least square method and Laiyite principle.Experiments show that this method is feasibility.