How can I change the screen timeout duration?

Open the notifications panel and click on the “Settings” icon (gear wheel) or scroll down the list of apps and click on the ‘Settings’ app.
Click on Sound and Display, then on Screen Timeout.
Set the desired interval.

When your i’m Watch is charging you cannot turn off the screen.