Durable asset replacement theory typically assumes (1) a constant conversion rate between the stock of the asset and its flow of services and (2) perfectly substitutable services from either asset. A methodology is presented which relaxes both assumptions. The variable usage rate for the asset becomes an important determinant of replacement.