Solution
With trial and error I found the solution:
I had to include tomcat-juli.jar also in the Java Classpath!
I opened an administrative Command Prompt and edited the Tomcat instance's Properties
D:\apps\tomcat7\bin> tomcat7w.exe //ES//Tomcat7
