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You need to re-establish the WiFi connection on printer with new router. Are you using an Apple Mac or Windows PC ?
Do you have the printer USB cable ? It looks like this --> http://driver-pro.com/static/images/article-content/usb-printer-installation-tutorial/usb-printer-cable.jpg