Definitely check the fuse in your plug - if you have a multimeter, you can use this to test if the fuse has blown or not.
I would take your motherboard out, double check you have the right amount of standoffs in the case and tighten them up with pliers so they aren't as likely to become loose.
Check that all your connections are all the way home and secure - for your drives, fans, etc. With a working fuse in the plug, the PSU turned off and the socket at the wall turned off, connect the mains plug to the back of the PSU, switch on the PSU and test it with your tester again. If all seems well, put your motherboard back in, secure all connections and try again.