One of the VM’s had got itself hung and wouldn’t power off correctly.
Getting the PID (Process ID) of the stuck VM and terminating it from the CLI worked for me.
Try the following command to resolve the issue
ps auxfww | grep <vmname>
The first number to appear in the output is your PID. The PID can be used to terminate the process by issuing kill -9 PID.