First of all we define what independent failures are:

• The present failure does not depend on previous one.
• One failure has no connection with another failure taking place. This does not permit even simultaneous events.
• Note that it is an idealistic approximation. Because in practice failures do depend on other failures sometimes if not quite often.

Then we analyse the repeated demand.