Título: | EFFECT OF THE NUMBER AND SIZE OF THE INITIAL SAMPLES ON THE PERFORMANCE OF THE S CHART AND ON THE PROCESS CAPABILITY ESTIMATE | ||||||||||||||||||||||||||||||||||||
Autor: |
LORENA DRUMOND LOUREIRO |
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Colaborador(es): |
EUGENIO KAHN EPPRECHT - Orientador |
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Catalogação: | 23/JUL/2008 | Língua(s): | PORTUGUESE - BRAZIL |
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Tipo: | TEXT | Subtipo: | THESIS | ||||||||||||||||||||||||||||||||||
Notas: |
[pt] Todos os dados constantes dos documentos são de inteira responsabilidade de seus autores. Os dados utilizados nas descrições dos documentos estão em conformidade com os sistemas da administração da PUC-Rio. [en] All data contained in the documents are the sole responsibility of the authors. The data used in the descriptions of the documents are in conformity with the systems of the administration of PUC-Rio. |
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Referência(s): |
[pt] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=11959&idi=1 [en] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=11959&idi=2 |
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DOI: | https://doi.org/10.17771/PUCRio.acad.11959 | ||||||||||||||||||||||||||||||||||||
Resumo: | |||||||||||||||||||||||||||||||||||||
The false-alarm probability, a, and the power of process
control charts depend
on their control limits, which, in turn, depend on process
parameters estimates.
Process capability analyses also depend on those estimates.
This dissertation initially
presents a review - to our knowledge, the first in
Portuguese - of the main research
articles about the effect upon a of the estimation errors
of the process parameters.
All the works reviewed aim to determine, based on the
probability distribution of the
process parameters estimates (which is a function of the
number of initial samples,
m, and of their size, n), the expected value of a, or,
equivalently, the expected value
of the marginal distribution of the number of samples until
a false alarm occurs. Our
approach is different: to get (parameterized by m and n)
the distribution of - and their
percentiles or, equivalently, the distribution of the
expected number of samples until a
false alarm, in order to provide guidance on the initial
number of samples to be used
before setting the chart definitive control limits. The
analysis was conducted for the S
chart. The influence of the estimation errors on the power
of the S chart was also
examined. Finally, the distribution function was obtained,
parameterized by m and n,
of the estimation errors of the process capability index
Cp, to provide guidance on the
initial number of samples required to ensure, with a
specified confidence level, a
specified accuracy of the estimate.
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