Searched the net and didn't find any info about your Electron ATX 600W PSU. No OEM, no rail layout, nothing. Only thing i did find was a picture about it.
Usually, when there's no specs on the net, the PSU is terrible quality unit.
Here, i suggest you replace your PSU. 2 reasons for that:
1. Your aged PSU can't keep your system running more than 2 hours.
2. I wasn't able to confirm it's build quality. The lack of info about it suggests it's terrible quality PSU and it shouldn't be used at all.
For new PSU, i suggest good quality Seasonic PSU, in 500W range,
pcpp: http://pcpartpicker.com/products/compare/TgW9TW,gYMFf7,fZyFf7,DPCwrH/
If you want to know what's the differences between S12II, M12II EVO, S12G and G-series then i can list them too.
All my 3 PCs: Skylake, Haswell and AMD are also powered by Seasonic. Full specs in my sig. (Got PRIME series in Skylake, M12II EVO series in Haswell and S12II series in AMD.)
Just in case, what's the model of your Radeon GPU? So that i can confirm if 500W range PSU is enough for your system.
E.g GPU in my AMD build is also 1GB Radeon while the model is HD 7770 Ghz Edition.