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General Bayesian approach for manufacturing equipment diagnostics using sensor fusionLocks, Stephanie Isabel 27 May 2016 (has links)
Statistical analysis is used quite heavily in production operations. To use certain advanced statistical approaches such as Bayesian analysis, statistical models must be built. This thesis demonstrates the process of building the Bayesian models and addresses some of the classical limitations by presenting mathematical examples and proofs, by demonstrating the process with experimental and simulated implementations, and by completing basic analysis of the performance of the implemented models. From the analysis, it is shown that the performance of the Bayesian models is directly related to the amount of separation between the likelihood distributions that describe the behavior of the data features used to generate the multivariate Bayesian models. More specifically, the more features that had clear separation between the likelihood distributions for each possible condition, the more accurate the results were. This is shown to be true regardless of the quantity of data used to generate the model distributions during model building. In cases where distribution overlap is present, it is found that models performance become more consistent as the amount of data used to generate the models increases. In cases where distribution overlap is minimal, it is found that models performance become consistent within 4-6 data sets.
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A hybrid multi-agent system architecture for manufacturing cell controlTang, Hon-ping., 鄧漢平. January 2005 (has links)
published_or_final_version / Industrial and Manufacturing Systems Engineering / Doctoral / Doctor of Philosophy
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A hybrid multi-agent system architecture for manufacturing cell controlTang, Hon-ping. January 2005 (has links)
Thesis (Ph. D.)--University of Hong Kong, 2005. / Also available in print.
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Implementation of lean manufacturing process to XYZ Company in Minneapolis areaYamashita, Kazuhiro. January 2004 (has links) (PDF)
Thesis--PlanB (M.S.)--University of Wisconsin--Stout, 2004. / Field problem. Includes bibliographical references.
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Modeling and optimization of the process mean in a serial production system subject to acceptance sampling plansAlshara, Khaled. January 2007 (has links)
Thesis (M.S.)--State University of New York at Binghamton, Department of Systems Science and Industrial Engineering, 2007. / Includes bibliographical references.
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Manufacturing system testing measurement and management processWilliams, David Franklin 28 August 2008 (has links)
Not available / text
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Quality excellence in a Taiwanese manufacturing company /Leong, Chun-Shan. Unknown Date (has links)
Thesis (DBA(DoctorateofBusinessAdministration))--University of South Australia, 2003.
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An integrated methodology for cellular manufacturing system design /Kazerooni, Mehrdad. Unknown Date (has links)
Thesis (PhD)--University of South Australia, 1997
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Communications within a computer integrated manufacturing environment /Nair, Girish, January 1990 (has links)
Project report (M.S.)--Virginia Polytechnic Institute and State University, 1990. / Vita. Abstract. Includes bibliographical references (leaves 106-108). Also available via the Internet.
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Development of a new slicing methodology to improve layered manufacturingJager, Pieter Joost de, January 1900 (has links)
Thesis (doctoral)--Technische Universiteit Delft, 1998. / Summary also in Dutch. Includes bibliographical references.
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