Improved control chart performance using cautious parameter learning
• Inaccurate parameter estimates lead to undesirable control chart performance. • Updating the control limits reduces parameter estimation uncertainty. • We analyze the effects of updating the Shewhart, CUSUM and EWMA charts with a delay. • Simple rules for updating the control limits with a delay a...
Ausführliche Beschreibung
Gespeichert in:
| Autor*in: |
Huberts, Leo C.E. [verfasserIn] |
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| Format: |
E-Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2022 |
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| Schlagwörter: |
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| Übergeordnetes Werk: |
Enthalten in: Exploring the drying behaviors of microencapsulated noni juice using reaction engineering approach (REA) mathematical modelling - Zhang, Chuang ELSEVIER, 2018, Amsterdam [u.a.] |
|---|---|
| Übergeordnetes Werk: |
volume:169 ; year:2022 ; pages:0 |
| Links: |
|---|
| DOI / URN: |
10.1016/j.cie.2022.108185 |
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| 520 | |a • Inaccurate parameter estimates lead to undesirable control chart performance. • Updating the control limits reduces parameter estimation uncertainty. • We analyze the effects of updating the Shewhart, CUSUM and EWMA charts with a delay. • Simple rules for updating the control limits with a delay are proposed. • The updating procedure is studied using data from a large truck manufacturer. | ||
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• Inaccurate parameter estimates lead to undesirable control chart performance. • Updating the control limits reduces parameter estimation uncertainty. • We analyze the effects of updating the Shewhart, CUSUM and EWMA charts with a delay. • Simple rules for updating the control limits with a delay are proposed. • The updating procedure is studied using data from a large truck manufacturer. |
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• Inaccurate parameter estimates lead to undesirable control chart performance. • Updating the control limits reduces parameter estimation uncertainty. • We analyze the effects of updating the Shewhart, CUSUM and EWMA charts with a delay. • Simple rules for updating the control limits with a delay are proposed. • The updating procedure is studied using data from a large truck manufacturer. |
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• Inaccurate parameter estimates lead to undesirable control chart performance. • Updating the control limits reduces parameter estimation uncertainty. • We analyze the effects of updating the Shewhart, CUSUM and EWMA charts with a delay. • Simple rules for updating the control limits with a delay are proposed. • The updating procedure is studied using data from a large truck manufacturer. |
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code="2">Elsevier</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Shewhart</subfield><subfield code="2">Elsevier</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Statistical Process Monitoring</subfield><subfield code="2">Elsevier</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">EWMA</subfield><subfield code="2">Elsevier</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Estimation Effects</subfield><subfield code="2">Elsevier</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Goedhart, Rob</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Does, Ronald J.M.M.</subfield><subfield code="4">oth</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Enthalten in</subfield><subfield code="n">Elsevier Science</subfield><subfield code="a">Zhang, Chuang ELSEVIER</subfield><subfield code="t">Exploring the drying behaviors of microencapsulated noni juice using reaction engineering approach (REA) mathematical modelling</subfield><subfield code="d">2018</subfield><subfield code="g">Amsterdam [u.a.]</subfield><subfield code="w">(DE-627)ELV00175033X</subfield></datafield><datafield tag="773" ind1="1" ind2="8"><subfield code="g">volume:169</subfield><subfield code="g">year:2022</subfield><subfield code="g">pages:0</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1016/j.cie.2022.108185</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_USEFLAG_U</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ELV</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_U</subfield></datafield><datafield tag="936" ind1="b" ind2="k"><subfield code="a">58.34</subfield><subfield code="j">Lebensmitteltechnologie</subfield><subfield code="q">VZ</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">169</subfield><subfield code="j">2022</subfield><subfield code="h">0</subfield></datafield></record></collection>
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