Title :
The merger of discrete event simulation with activity based costing for cost estimation in manufacturing environments
Author :
Von Beck, Ulrich ; Nowak, John W.
Author_Institution :
Dept. of Mech. & Ind. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
Activity based costing (ABC) has revolutionized product costing, planning, and forecasting in the last decade. It is based on a philosophy of estimation that: “it is better to be approximately right, than precisely wrong.” The philosophy of discrete-event simulation modeling follows a similar tack, where statistical inference and the stochastic nature of processes are used to replicate the behavior of a physical system. In this work, ABC and discrete-event simulation are linked to provide an improved costing, planning, and forecasting tool. Numerous point cost estimates are generated by the ABC model, using driver values obtained from a discrete-event simulation of the process. The various cost estimates can be used to produce confidence interval estimates of both the physical system and underlying cost structure. Rather than having a single point estimate of a product´s cost, it is now possible to produce the range of costs to be expected as process conditions vary. This improved cost estimate will support more informed operational and strategic decisions
Keywords :
costing; decision support systems; discrete event simulation; financial data processing; manufacturing data processing; planning; activity based costing; confidence interval estimates; cost estimation; discrete event simulation; driver values; forecasting tool; manufacturing environments; operational decisions; planning tool; point cost estimates; statistical inference; stochastic processes; strategic decisions; Corporate acquisitions; Costing; Costs; Discrete event simulation; Industrial engineering; Job production systems; Manufacturing; Scheduling; Stochastic systems; Urban planning;
Conference_Titel :
Simulation Conference, 2000. Proceedings. Winter
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-6579-8
DOI :
10.1109/WSC.2000.899206