Why automatic failover does not occur when I turn off SQL Service in SQL Server Failover Cluster Instance?

I faced unusual behavior associated with automatic failover so that automatic failover does not work in the case of turning off SQL Server service. It seems that clustered disks are still remaining attached to the failed node, but I cannot find out the final issue that causes this behavior. I will be very thankful to you if you can help me understand this issue.