The proposed simulation model of the real manufacturing process was designed to obtain the data necessary for the control process. The predictions of the manufacturing process behaviour were implemented varying the input parameters using selected methods and techniques of data mining.
اقرأ المزيدThe authors insert PM in a Quality Assessment framework, analyzing the role of different process mining algorithms with respect to lean six sigma approaches, such as DMAIC (define-measure-analyze-improve-control) and claim that the combination of process mining with traditional techniques allows to take effective decisions for quality …
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اقرأ المزيدThe production of high-quality products and efficient manufacturing processes in modern environments, where processes vary widely, is one of the most crucial issues today. Statistical process control (SPC) and process mining (PM) effectively trace and enhance the manufacturing processes. In this direction, this paper proposes an …
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اقرأ المزيدProcess Mining in Manufacturing: Goals, Techniques and Applications Darko Stefanovic, ... are also different process mining perspectives [6]. The control-flow or process per-spective focuses on the control-flow, i.e., the ordering of activities, and it is equivalent ... handling system [12]. As manufacturing devices and equipment that can ...
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