I've seen a 2 day old PS die but it put Mains Voltage into the case and out over the network connections and fried all the equipment attached to the Network Cables. It happens so you just have to live with it.
When power goes out that means that something has happened to the Power Grid. What generally happens is that you get a surge as it goes out and this is what destroys or damages things. Also when the power is returned there is a Large Spike that does a lot of damage as well. So if the power failing didn't take out the PS the power returning does or at least finished off the job and wrecks things. Not just computer equipment but anything connected to the Mains. Things like Washing Machines with Capacitor Start Motors are not affected well the motor at least because the Capacitor acts like a filter and filters the spike. However the electronic controls and other items can be damaged rendering it unworkable.
If you have a marginal Power Supply to begin with any long use can take it down or if you live in an area with Dirty Mains Power this can destroy things very quickly.
I've seen new Antec PS's die in several days and these are the good ones. I've seen a car hit a power pole bringing the High Voltage into contact with the Low Voltage Mains which has set a house on fire and when the PS was replaced the computer worked and continued to for 3 years till it was decommissioned. That was 33,000 Volts AC being pumped into the Mains Grid of 240 Volts AC. Conventional wisdom insists that the computer should have been destroyed but because of the Antec PS it wasn't though the PS was not even worth Scrap Value.
Unless you generate your own power on fail safe systems Mains Power can be dirty with lots of spikes and other rubbish contained in the nominal Normal Ratings. Things like Street Lights are turned on & off by sending a ripple down the lines this is a Spike that is generated to a set level and duration. Then when you add in normal domestic appliances which have motors like Fridges & Freezers every time that the Motors start there is a drop in available power for a moment till things settle down. When the same motors switch off there is a Over Voltage available again for a very short time.
So unless the computer is totally isolated from the Mains on it's own Power Line without any other devices plugged in the mains will be dirty and can do damage to anything connected to it.
The replacement PS that you get needs to be either a 450 or higher Wattage rating if it is a normal Unbranded one or a 350 of Higher Wattage ratting if it is something like a Antec. The difference in ratings is that the cheap ones are measured in Peek Values and the Good Ones are measured in constant feed Rating. So any PS can provide a fairly decent Peek Value for very short periods of time but not many can provide that ratting constantly. This is how the cheap PS's get such high ratings while the good ones seem lower powered for more money.
I hope that helps to explain why electrical things break for no apparent reason.
Col