Sudden reboot

I have an E-machines T5026 that has rebooted sporadically since I purchased it. This pc is a refurbished unit. I removed the fan from the processor and replaced the heat transfer paste. I have also installed Speedfan and this seemed to help a little. The pc is just becoming a major headache. PLEASE HELP!