Stress in the welded joints is due to the longitudinal shrinkages and transverse shrinkages. This is annoying as it lower the strength of the welded structure. The issues of distortion in welded joints are of key concern in the shipbuilding industry, structures, etc. The degree of shrinkages prediction in ship panels as a result of welding are of huge significance especially from the dimensional control perspective and thus it is very crucial to resolve longitudinal shrinkages and transverse shrinkages. In this regard, the present work estimates the longitudinal shrinkages in single vi-igroove, double vi-igroove and beveli-igroove areas in butt welded joints in CO 2 Arc Welding practice preserving constant process parameters. It was observed that the longitudinal shrinkage increases through the expansion in the groove area.