Recently tried to boot up my computer which hadn't been used for around 8 months. Last time I used it I remember there was an error message so it wouldn't boot, but I leave it since I was about to move for work and couldn't bring it. Now when I try to boot it I don't get anything displaying on the screen at all. The DRAM LED on the motherboard flashed sometimes when I started it, but after taking the RAM sticks out an putting them back in that stopped. I also did try booting with each of the RAM sticks one at a time and it changed nothing. Now when I try to boot it just repeatedly restarts itself after varying amounts of time, usually between 10 seconds and 5 minutes, but nothing shows on the display. Apart from at one point it did boot up and said there was a new CPU detected. Then it sent to BIOS, everything looked fine so I exited it and the PC just restarted again. I've tried taking out the GPU and booting with the HDMI plugged straight into the motherboard but that didn't change anything either. I've also removed the CMOS battery, cleaned it with a cloth and replaced it. The components were all good quality when they were bought but they're pretty old now, so I'm not sure which is the most likely to have failed. Just hoping someone can make a suggestion on any other checks I can do or if not then just which part is most likely to be the issue so I can replace that first. I will be replacing most of the parts in the next couple of months anyway but I'd just prefer to replace the broken part first so the computer is working as soon as possible. I don't have a second computer to test the parts individually in which I know would be the best way to work it out. Thanks in advance for any help!
Edit: CMOS Battery Changed - still the same issue
Edit: CMOS Battery Changed - still the same issue