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Combining Capability Indices and Control Charts in the Process and Analytical Method Control Strategy

In: Quality Control - Intelligent Manufacturing, Robust Design and Charts

Author

Listed:
  • Alexis Oliva
  • Matias Llabres

Abstract

Different control charts in combination with the process capability indices, Cp, Cpm and Cpk, as part of the control strategy, were evaluated, since both are key elements in determining whether the method or process is reliable for its purpose. All these aspects were analyzed using real data from unitary processes and analytical methods. The traditional x-chart and moving range chart confirmed both analytical method and process are in control and stable and therefore, the process capability indices can be computed. We applied different criteria to establish the specification limits (i.e., analyst/customer requirements) for fixed method or process performance (i.e., process or method requirements). The unitary process does not satisfy the minimum capability requirements for Cp and Cpk indices when the specification limit and control limits are equal in breath. Therefore, the process needs to be revised; especially, a greater control in the process variation is necessary. For the analytical method, the Cpm and Cpk indices were computed. The obtained results were similar in both cases. For example, if the specification limits are set at ±3% of the target value, the method is considered "satisfactory" (1.22

Suggested Citation

  • Alexis Oliva & Matias Llabres, 2021. "Combining Capability Indices and Control Charts in the Process and Analytical Method Control Strategy," Chapters, in: Pengzhong Li & Paulo Pereira & Helena V. G. Navas (ed.), Quality Control - Intelligent Manufacturing, Robust Design and Charts, IntechOpen.
  • Handle: RePEc:ito:pchaps:207875
    DOI: 10.5772/intechopen.91354
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    More about this item

    Keywords

    control chart; average run length; capability indices; critical values; lower confidence bound;
    All these keywords.

    JEL classification:

    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality

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