When affected virtual machine is powered ON it does not get connected over the network, the packet capture shows other mac address claiming the same IP address
00:50:56:##:##:## > ff:ff:ff:ff:ff:ff, ethertype ARP (0x0806), length 60: Request who-has ##.##.##.## tell ##.##.##.## length 46
00:50:56:##:##:## > 00:50:56:##:##:## ethertype ARP (0x0806), length 60: Reply ##.##.##.## is-at 00:50:56:##:##:## length 46
The ARP response from the other VM shows that the IP address is already assigned to the network interface of other virtual machine.
VMware NSX
VMware vSphere ESXi
The network disconnection is happening due to duplicate IP
Each VM should have a unique IP, change the IP on one of the VMs.