Manage service applications
Excel service application
Click on it
Manage trusted file location settings
Click on the trusted location of that web application
In the Workbook Properties section, there is a "Maximum Chart Size" setting that is "1" (meaning the maximum chart size is 1MB) by default.
Increase that and then click OK.
SharePoint Foundation 2010
SharePoint Server 2013
SharePoint Foundation 2013