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- W2322477520 abstract "The primary objective of this research is to investigate MRP under theuncertainty demand and the change of lot size rules using three major timeseries methods; Intervention analysis, transfer function and State Spacemodels.A significant part of the research work is devoted to the developmentand implementation of a MRP simulation program which is used to measurethe MRP performance under various conditions. More than one hundredsimulation experiments were conducted and analyzed, twenty foursimulations were further investigated and illustrated using the time seriesmethods, they consisted of (i) five demand intervention analysis (ii) nine lotsize intervention analysis (iii) seven transfer functions (iv) three State Spacemodels. The simulations are analyzed through three important stages ofIdentification, Estimation and Diagnostics.It is found that the demand variation and lot size rules have significanteffects on the MRP performance. Their dynamic relationships can beadequately represented using the time series models. The integratedsimulation and time series approach is more useful in the study of thedynamic and transient behavior of MRP than the conventional steady stateanalysis. It is anticipated that by slight modification of the simulationprogram, similar studies can be performed on other major MRP policies.Hence alternative MRP designs can be evaluated.The time series methods have been successfully adapted to MRPsimulation and the models serve as an important aid to the MRP analyst. Thisintegrated modelling approach appears to be a powerful methodology for thedesign and analysis of complex manufacturing systems. Furthermore, thisresearch suggests that the modelling approach may find application in otheraspects of manufacturing." @default.
- W2322477520 created "2016-06-24" @default.
- W2322477520 creator A5050451535 @default.
- W2322477520 date "1993-01-01" @default.
- W2322477520 modified "2023-09-26" @default.
- W2322477520 title "The application of time series models in MRP simulation" @default.
- W2322477520 hasPublicationYear "1993" @default.
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