The economic and economic-statistical designs of the Hotelling's T2 chart based on the expected average run length
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作者:
Yeong, Wai Chung
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Univ Sains Malaysia, Sch Math Sci, George Town 11800, MalaysiaUniv Sains Malaysia, Sch Math Sci, George Town 11800, Malaysia
Yeong, Wai Chung
[1
]
Khoo, Michael Boon Chong
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Univ Sains Malaysia, Sch Math Sci, George Town 11800, Malaysia
IRCCyN, Nantes, FranceUniv Sains Malaysia, Sch Math Sci, George Town 11800, Malaysia
Khoo, Michael Boon Chong
[1
,3
]
Lim, Sok Li
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Univ Sains Malaysia, Sch Math Sci, George Town 11800, MalaysiaUniv Sains Malaysia, Sch Math Sci, George Town 11800, Malaysia
Lim, Sok Li
[1
]
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Castagliola, Philippe
[2
,3
]
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[1] Univ Sains Malaysia, Sch Math Sci, George Town 11800, Malaysia
average run length;
economic and economic-statistical designs;
expected average run length;
Hotelling's T-2 chart;
incorrect specification of the Mahalanobis distance shift size;
ADAPTIVE-CONTROL CHARTS;
TAGUCHIS LOSS FUNCTION;
XBAR-CHARTS;
SCHEMES;
SHIFTS;
RULES;
D O I:
10.1080/08982112.2016.1159695
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
Existing economic and economic-statistical designs require practitioners to specify the Mahalanobis Distance Shift Size (MDSS) as an exact value. However, practitioners may find it difficult to specify this distance. This article proposes the economic and economic-statistical designs of the Hotelling's T-2 chart, where practitioners do not have to specify the MDSS. Adopting optimal design parameters based on the wrong MDSS results in a significant increase in cost. In comparison, adopting the optimal design parameters based on the proposed methodology results in a slight increase in cost. This article also studies the effects of different input parameters and statistical constraints.
机构:
Univ Tunku Abdul Rahman, Fac Sci, Dept Phys & Math Sci, Petaling Jaya 31900, Perak, MalaysiaUniv Tunku Abdul Rahman, Fac Sci, Dept Phys & Math Sci, Petaling Jaya 31900, Perak, Malaysia
Muhammad, Anis Nabila Binti
Lin, Chong Zhi
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Univ Tunku Abdul Rahman, Fac Sci, Dept Phys & Math Sci, Petaling Jaya 31900, Perak, MalaysiaUniv Tunku Abdul Rahman, Fac Sci, Dept Phys & Math Sci, Petaling Jaya 31900, Perak, Malaysia
Lin, Chong Zhi
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机构:
Chung, Yeong Wai
Siew, Lam Weng
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Univ Tunku Abdul Rahman, Fac Sci, Dept Phys & Math Sci, Petaling Jaya 31900, Perak, MalaysiaUniv Tunku Abdul Rahman, Fac Sci, Dept Phys & Math Sci, Petaling Jaya 31900, Perak, Malaysia