Click the Object Editor icon (green trash can) on the main toolbar . If you do not have this icon, click Open | Object Editor. Alternatively, click Open | Object Editor.
Select chart names from the drop down menu .
Click on the chart name and click the delete button.
To delete multiple charts at once hold the CRTL key down while clicking the chart names the click the delete button.