@bluepoint, I've tried to disconnect my iphone from the wireless network and then reconnect. Unfortunalety this didn't resolve my issue, my phone still says 'no airprinters found'. Both iphone and printer are on the same network SSID.
BTW, my printer (with static IP) is properly connected to...