Operations Research · 1988 · 147 citations · 8 references
EngineeringIndustrial EngineeringManufacturing EngineeringProduction ControlProduction PlanningProduction SystemsProduction OptimizationProduction Planning SystemsProduction TheoryUncertainty In ProductionYield EstimationYield ManagementProcess Yield ControlProduction Control SystemsProduction Control Under UncertaintyProduction Loss ModelingProduction Variability ReductionSerial ProductionStochastic Production TheoryYield Loss Analysis
Many manufacturing processes involved in the fabrication and assembly of “high-tech” components have highly variable yields that complicate the planning and control of production. We develop a procedure to determine optimal input quantities at each stage of a serial production system in which process yields at each stage of production may be stochastic. The procedure is applied to an example in the manufacture of a light-emitting diode (LED) display using actual yield data. We also provide a brief analysis of the quantifiable savings obtained by reducing the variability of the yield at one production stage.
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