You need to ensure that your FTP server always has the same ip address on the network.
This issue can be resolved in several ways:
1) Use a static ip-address in the interface settings:
# В /etc/network/interfaces прописать: iface eth0 inet static address 192.168.0.1 netmask 255.255.255.0 gateway 192.168.0.254 dns-nameservers 192.168.0.254 8.8.8.8 auto eth0
More on the link .
2) Configure the dhcp server in such a way as to assign a specific ip to a specific MAC address.
How to do this depends on where and how your dhcp server is running. For example, my Zyxel router allows you to perform a similar setup through your own web interface like this:

3) There are certainly other ways, but they are unknown to me. Maybe more knowledgeable gurus will help.