The major components of capital waste are capacity under-utilization and a high level of inventory. In this paper, we are concerned with the wastage of capacity that occurs whenever a plant, facility or equipment is not fully utilized. We model the effects of four factors, lack of jobs, machine breakdown, material shortages, and set-up time in a goal programming framework applied to data from an automobile manufacturing plant.