• Medientyp: E-Artikel
  • Titel: New Shewhart-type synthetic X control schemes for non-normal data
  • Beteiligte: Malela-Majika, Jean-Claude [Verfasser:in]; Graham, Marien Alet [Verfasser:in]
  • Erschienen: 2019
  • Erschienen in: Journal of industrial engineering international ; 15(2019), 3 vom: Sept., Seite 449-478
  • Sprache: Englisch
  • DOI: 10.1007/s40092-019-0304-z
  • Identifikator:
  • Schlagwörter: Non-side-sensitive synthetic schemes ; Side-sensitive synthetic schemes ; Zero-state mode ; Steady-state mode ; Transition probability matrix (TPM) ; Aufsatz in Zeitschrift
  • Entstehung:
  • Anmerkungen:
  • Beschreibung: In this paper, Burr-type XII X synthetic schemes are proposed as an alternative to the classical X̄ synthetic schemes when the assumption of normality fails to hold. First, the basic design of the Burr-type XII X synthetic scheme is developed and its performance investigated using exact formulae. Secondly, the non-side-sensitive and side-sensitive Burr-type XII X synthetic schemes are introduced and their zero-state and steady-state performances, in terms of the average run-length and expected extra quadratic loss values, are investigated using a Markov chain approach. Thirdly, the proposed schemes are compared to the existing classical runs-rules and synthetic X schemes. It is observed that the proposed schemes have very interesting properties and outperform the competing schemes in many cases under symmetric and skewed underlying process distributions. Finally, an illustrative real-life example is given to demonstrate the design and implementation of the proposed Burr-type XII X synthetic schemes.
  • Zugangsstatus: Freier Zugang