Quality Management Using Electrical Capacitance Tomography and Genetic Programming: A new Framework

نویسندگان

  • Alaa F. Sheta
  • Peter Rausch
  • Alaa Al-Afeef
چکیده

Currently, many automotive companies struggle with expensive product recalls. To overcome these issues the need for quality management increases. Hence, we propose a monitoring and control framework for Lost Foam Casting (LFC) manufacturing processes using Electrical Capacitance Tomography (ECT) and an evolutionary Genetic Programming (GP) based system. The multi-tier framework simulates the process output, supports product quality control and helps simulating a metal filling modeling part of the process. The results are very promising.

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تاریخ انتشار 2011