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Publication Citation: TOWARDS DATA DRIVEN SUSTAINABLE MACHINING Combining Mtconnect Production Data and Discrete Event Simulation

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Author(s): Nils Bengtsson; John L. Michaloski; Frederick M. Proctor; Guodong Shao; Sid Venkatesh;
Title: TOWARDS DATA DRIVEN SUSTAINABLE MACHINING Combining Mtconnect Production Data and Discrete Event Simulation
Published: October 15, 2010
Abstract: Recently there has been an increased focus on the environmental aspects of the manufacturing industry across the world. Boeing and NIST have studied the incorporation of Life Cycle Assessments (LCA) parameters into Discrete Event Simulation (DES) as a means to analyze sustainable performance in the manufacturing area. Accurate analysis of manufacturing processes using Discrete Event Simulation requires detailed CNC production data. Using MTConnect, production LCA data from Boeing shop floor machine tools was acquired and was used to develop Discrete Event Simulation models. We will discuss our implementation, and analyze results of incorporating shop floor LCA data directly in DES models.
Proceedings: Proceedings of ASME 2010 International Manufacturing Science and Engineering Conference
Pages: 6 pp.
Location: Erie, PA
Dates: October 12-15, 2010
Keywords: manufacturing; integration; machine tool
Research Areas: Simulation, Manufacturing
PDF version: PDF Document Click here to retrieve PDF version of paper (2MB)