[SOLVED] GPIO-Binding seems to stop working after certain time

Yes, that is possible. See https://www.openhab.org/docs/administration/logging.html#log4j-configuration-and-logging-into-separate-files . It refers to further documentation.

An example can be found in this thread: Redirect binding logs to file