In the global marketplace of today, there has been a large growth in the number of enterprises that operate in the MTO sector (Stevenson et al., 2005). For manufacturing enterprises to stay competitive in this global marketplace, manufacturing strategies have to be focused on achieving short delivery times, on time deliveries and flexibility to meet customer requirements.