Electronics fail from heat rather than from use
Why temperature is the dominant term in electronic reliability.
Electronics fail from heat rather than from use because the processes that actually wear a component out, atoms creeping through a conductor, an insulating layer slowly breaking down, a solder joint oxidising at its surface, all run at a rate set almost entirely by temperature, so a chip left idle but warm can age faster than the same chip run hard while kept cool.
A laptop running a structural simulation slowed to roughly half its usual speed about twenty minutes into the job and stayed there for the rest of the afternoon, and the cause turned out to have nothing to do with the software or the size of the model being solved.
Chemistry that runs whether the chip is busy or idle
A mechanical part that wears out does so because something happens to it: a bearing turns, a gear tooth meshes, a hinge swings, and each event chips away a tiny amount of material or fatigue life, so a part used twice as often wears out in roughly half the time. A silicon chip ages by a different route, through chemistry running quietly in the background whether the chip is doing useful work or sitting almost idle, as long as it is warm enough for that chemistry to proceed. Metal atoms in the fine conducting tracks inside a chip gradually migrate along the direction of current flow, thinning some sections and building tiny mounds in others, a process called electromigration that runs faster the hotter the metal is. The thin insulating layers separating one conductor from another slowly break down under the electric field across them, a process again accelerated sharply by heat. Solder joints holding components to a circuit board oxidise and develop microscopic cracks as the board cycles between warm and cool, and the warmer the joint sits, the faster that oxidation proceeds. All of these processes run at a pace set by how hot the chip has been and for how long, whether it spent the last hour doing intensive calculations or displaying a static screen.
Milk on the counter and milk in the fridge
A carton of milk left out on a warm kitchen counter turns sour within a day, while the same milk kept in a fridge stays good for weeks, even though neither carton has been poured at all. What decides how long it lasts is the temperature it sits at, because the bacteria responsible for spoilage grow and reproduce at a rate that climbs steeply with warmth and slows to a crawl once the milk is cold. A chip works the same way. How close it is to failure is set by the cumulative time it has spent hot, exactly as a carton's freshness is set by time spent warm, and the number of calculations it has performed matters about as much as how often the milk's lid has been opened.
Ten degrees hotter, twice the failure rate
The rule of thumb reliability engineers actually use is blunt: the failure rate of a typical electronic component roughly doubles for every rise of about ten degrees Celsius in its operating temperature, and correspondingly roughly halves for every ten degrees it is cooled. That means a component running ten degrees above its comfortable design point is failing at close to twice the underlying rate, and a component running twenty degrees hot can be failing at close to four times the rate its datasheet life expectancy assumes. Because the relationship compounds this way, a modest, sustained reduction in operating temperature buys a disproportionately large improvement in expected working life, which is a large part of why so much design effort goes into shaving five or ten degrees off a component's running temperature. This is why component datasheets quote a rated lifetime against a specific temperature rather than against a number of operating hours or switching cycles, since temperature is the variable driving the clock.
Keeping idle equipment cool
Once temperature rather than usage is understood as the real driver of electronic failure, keeping a device cool becomes a reliability question as well as a performance one, and it applies even to equipment that spends most of its life switched on but doing very little. An enclosure that traps heat around a circuit board shortens that board's working life regardless of how lightly loaded the board actually is, which is why equipment designed to sit idle for long stretches, monitoring instruments, standby systems, anything expected to still be working in ten years rather than one, still needs genuine attention paid to how heat escapes the case. It is also why a device that throttles its own performance under heavy load, deliberately slowing down to hold its temperature, is working as designed, protecting itself against exactly the accelerated ageing described above and trading a slower result now for a longer working life overall.
Fans, relays and extreme cold
Use still matters for some parts. Parts that move, a cooling fan's bearing, a mechanical relay's contacts, a connector plugged and unplugged repeatedly, still wear through genuine physical cycling in a way that layers of silicon and metal inside a sealed chip do not, and a laptop's fan or a hard drive's spinning platter will eventually fail from accumulated hours of motion regardless of how cool the surrounding case has been kept. Extreme cold brings its own separate problems too, since some materials become brittle and some electrolytic capacitors lose capacity at very low temperatures, so colder only helps down to a point. Within the ordinary working range most electronics actually see, though, from a cool room up through a warm, poorly ventilated enclosure, heat remains overwhelmingly the dominant term, and the moving, wearing parts remain a comparatively minor contributor to when a piece of equipment eventually gives out.