As always, I started my investigation from Event logs. Since we are going to troubleshoot shutdowns, we need to filter messages in logs that are related to restarts. Easiest way to do so is to filter by respective Event Ids. In this case I chose to filter logs by following event ids : 41, 1074, 6006, 6008 as shown below :