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When Will an LED Bulb Light Actually Fail? Modelling Rated Hours and Load-Shedding in Python

Almost every LED bulb light box sold in Pakistan prints a big number of hours. Facility managers read it as "these will last for years", and procurement reads it as "we don't need spares". Then a thre...

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