Another option would be modifying web.xml. Prior you must call
grails install-templates
Then edit src/templates/war/web.xml and add/modify after servlet-mapping:
<session-config>
<session-timeout>60</session-timeout>
</session-config>
The value of session-timeout uses minutes as unit.