If you are using a network-capable All-In-Ones on a wired (Ethernet) or wireless network (Wi-Fi), you will need to make sure that the check box beside Enable Network Scan is ticked in the Network Scan Settings dialog box.
Open Epson Event Manager
Click Network Scan Settings
Tick Enable Network Scan
Once these checks have been completed, try the Push-Scan feature again.