Below script can be a good solution.Worked in large data as well.
ALTER DATABASE WMlive SET RECOVERY SIMPLE WITH NO_WAIT
ALTER TABLE WMBOMTABLE DROP CONSTRAINT PK_WMBomTable
ALTER TABLE WMBOMTABLE drop column BOMID
ALTER TABLE WMBOMTABLE ADD BomID int IDENTITY(1, 1) NOT NULL;
ALTER TABLE WMBOMTABLE ADD CONSTRAINT PK_WMBomTable PRIMARY KEY CLUSTERED (BomID);
ALTER DATABASE WMlive SET RECOVERY FULL WITH NO_WAIT