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Virtual Stochastic Sensors for Reconstructing Job Shop Production Workflows
2013
2013 8th EUROSIM Congress on Modelling and Simulation
Virtual stochastic sensors (VSS) can reconstruct the system behavior of partially observable systems that may contain concurrent non-Markovian activities. These systems can for example occur in industrial production. In this paper, we apply VSS to reconstructing workflows in a job shop. The example application was designed in cooperation with logistics experts to resemble a real job shop. In order to deal with probabilistic decisions in the workflows, we extended Hidden non-Markovian Models to
doi:10.1109/eurosim.2013.57
fatcat:4cxwbvd2dnbdldnh7gjlesa42e