Do I need a new PSU?

Multiple +12V rails complicate things, because it can be hard to determine which rail each component is using, and if you end up with more on one rail than it can handle, that can cause problems. That setup with a 650 Ti would require about 17.5 amps, but your psu offers 17 amps on one +12V rail and 16 amps on the other.