Select the chart. Navigate to the Chart Layouts group on the DESIGN tab. Open the drop-down menu named 'Add Chart Element'. In Excel 2010 you have to go to the Labels group on the Layout tab and click the Axis Title button. From Axis Title options choose the desired axis title position: Primary Horizontal or Primary Vertical.