Demand surge and outlier detection of spare parts

Abstract

Over the years, spare parts forecasting has been a daunting challenge across all industries. The major reason for the difficulty in forecasting is due to the random nature of spare parts demand. Moreover, depending on the industry, criticality of spare parts also differs. For example, in an aircraft industry spare parts are extremely critical both from quality and service level perspective