This happened to me recently.
Go to your router configuration (192.168.[2/1].1 in your adress bar) and find the advanced settings, and make sure "Stealth mode" isn't turned on. When the router recovers from a power failure or unexpected shutdown most models set themselves into Stealth Mode as a safety protocol, which blocks ping completely.
Once it is off you should be able to ho host again.