reduce the brightness -> less heat -> last longer
Normally the LED spec will tell you what is the junction temperature used on 50,000 hrs operation test.
For example CREE XR-E was tested at 135C or bellow junction temperature. Junction temperature does not mean ambient temperature. Ambient temperature is meaningless because the important is what inside the die.
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