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公开(公告)号:US09606530B2
公开(公告)日:2017-03-28
申请号:US13897250
申请日:2013-05-17
申请人: International Business Machines Corporation , The Research Foundation of State University of New York
IPC分类号: G06G7/00 , G06N3/00 , G05B19/418
CPC分类号: G05B19/41865 , G05B2219/32027 , G05B2219/32266 , Y02P90/18 , Y02P90/20 , Y02P90/26
摘要: A method for order prioritization includes calculating a cycle time for a product order of a plurality of product orders using an artificial neural network, determining a first order priority of the product order based on a priority index using an analytic hierarchy process, determining a second order priority of the product order based on event based simulation model, and determining a shipping date for the product order based on the second order priority. The artificial neural network calculates the cycle time based upon product order type and a plurality of component counts. The analytic hierarchy process determines a first order priority based upon a plurality of product order attributes. The simulation model determines a second order priority and completion time based upon the first order priority, product model, product type, a plurality of component counts, manufacturing capacity and inventory data, and production time data for historical product orders.