Try this:
Download Epson ScanSmart from Epson website.
On your printer go to Settings then Network settings, then Connection check, then Print check report.
Note the IP address
Run Epson ScanSmart
Next to Scanner, select Change
At the bottom of the dialog click Select here to connect by specifying an ipaddress
Then select your scanner from the drop-down box and enter the ipaddress you have noted from the Connection check report above.
Hopefully, like me you will then be able to scan using either ScanSmart utility or the much better Epson Scan 2 app, which had stopped working due to having the wrong ipaddress.
Good luck
The above continues to work for me and I find the Epson Scan 2 app meets my needs. I did take the additional step of allocating a fixed ip address for the printer/scanner on the DHCP of my router. It has worked fine for several months.
Still going strong.