Forecasting demand is a crucial issue for driving efficient operations management plans.This is especially Parts and Accessories the case in the fashion industry, where demand uncertainty, lack of historical data and seasonal trends usually coexist.Many approaches to this issue have been Spray Arm Venturi proposed in the literature over the past few decades.In this paper, forecasting methods are compared with the aim of linking approaches to the market features.