The Cluster service is shutting down because the current node is not a member of any cluster. The Cluster service must be reinstalled to make this node a member of a cluster.
The current node either was evicted from a cluster or never was a member of the cluster for which it's trying to acquire quorum information. Typically, this error comes when the current node discovers it's been evicted from its cluster.
Using Cluster Administrator, on the evicted node, uninstall the cluster software, then reinstall the cluster software and re-join the cluster.