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  • Monitoring and diagnosis of a multi-stage manufacturing process using Bayesian networks

    Creator:
    Wolbrecht, Eric T.
    Abstract:
    This thesis describes the application of Bayesian networks for monitoring and diagnosis of a multi-stage manufacturing process, specifically a high speed production part at Hewlett Packard. Bayesian network "part models" were designed to represent individual parts in-process. These were combined to form a "process model", which is a Bayesian network...
    Resource Type:
    Masters Thesis
    Full Text:
    a "process model", which is a Bayesian network model of the entire manufacturing process. An

  • Efficient heuristics for buffer allocation in closed serial production lines

    Creator:
    Vergara Arteaga, Hector A.
    Abstract:
    The optimal allocation of buffers in serial production systems is one of the oldest and most researched problems in Industrial Engineering. In general, there are three main approaches to the buffer allocation problem when the objective is to maximize throughput. The first is basically a systematic trial and error procedure...
    Resource Type:
    Masters Thesis
    Full Text:
    ........................................................................................... 44 3.1. Production Line Model and the Buffer Allocation Problem ..................... 44 3.1.1. The