This paper discusses how to estimate the storage capacity that accommodates economically customers arriving at the storage facility with stochastic demands. We assume that the relationship among cost factors and its demand probability distribution parameters during endurance life of a storage facility are static. Instead of a single-period inventory model, we construct the optimal model to minimize the sum of overage cost and shortage cost of storage capacity. The sensitivity analysis is performed to investigate the effects of a variety of parameters.