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Dynamische Regelselektion in Der Reihenfolgeplanung: Prognose Von Steuerungsparametern Mit Gaußschen Prozessen
Paperback
Business GeneralTechnology & EngineeringGeneral Mathematics
ISBN13: 9783658079819
Publisher: Springer Vieweg
Published: Dec 4 2014
Pages: 167
Weight: 0.56
Height: 0.43 Width: 5.83 Depth: 8.27
Language: German
Jens Heger stellt ein Verfahren vor, das auf der prioritätsregelbasierten Reihenfolgeplanung aufbaut. Da keine Regel existiert, die in allen Situationen das anvisierte Zielkriterium bestmöglich erreicht, findet eine dynamische Auswahl bzw. Adaption der Regeln statt. Die dafür nötige Wissensbasis wird mit vorgelagerten Simulationsstudien berechnet. Erstmals werden mithilfe der Gau schen Prozesse Regression Modelle gelernt, die für nicht untersuchte Situationen Prognosen über das Verhalten der Regeln abgeben. Die Evaluation in der Werkstatt- bzw. flexiblen Flie fertigung hat gezeigt, dass die Gau schen Prozesse zu signifikant besseren Prognoseergebnissen geführt haben und dass dieses neu entwickelte Steuerungsverfahren zu ebensolchen Leistungssteigerungen führte.
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