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Spatial rank-based high-dimensional monitoring through random projection

期刊: JOURNAL OF QUALITY TECHNOLOGY, 2020; 52 (2)

High-dimensional process monitoring becomes increasingly important in many applications where the joint distribution of process variables is usually u......

Assessing the effect of repair delays on a repairable system

期刊: JOURNAL OF QUALITY TECHNOLOGY, 2020; 52 (3)

Repair delays are common in systems where failures are not self-revealed or in mission-critical systems where repairs cannot be conducted during a mis......

Variable selection for kriging in computer experiments

期刊: JOURNAL OF QUALITY TECHNOLOGY, 2020; 52 (1)

An efficient variable selection technique for kriging in computer experiments is proposed. Kriging models are popularly used in the analysis of comput......

Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation

期刊: JOURNAL OF QUALITY TECHNOLOGY, 0; ()

In many applications of modern quality control, process monitoring involves a large number of process variables and quality characteristics. Practitio......

Strategic allocation of test units in an accelerated degradation test plan

期刊: JOURNAL OF QUALITY TECHNOLOGY, 2019; 51 (1)

Degradation is often defined in terms of the change of a key performance characteristic over time. When the degradation is slow, accelerated degradati......

JIF:1.75

A comparison of methods for identifying location effects in unreplicated fractional factorials in the presence of dispersion effects

期刊: JOURNAL OF QUALITY TECHNOLOGY, 2020; 52 (1)

Most methods for identifying location effects in unreplicated fractional factorial designs assume homoscedasticity of the response values. However, di......

An adaptive two-stage Bayesian model averaging approach to planning and analyzing accelerated life tests under model uncertainty

期刊: JOURNAL OF QUALITY TECHNOLOGY, 2019; 51 (2)

Accelerated life testing (ALT) is commonly used to predict the lifetime of a product at its use stress by subjecting test units to elevated stress con......

JIF:1.75

Yield-based process capability indices for nonnormal continuous data

期刊: JOURNAL OF QUALITY TECHNOLOGY, 2019; 51 (2)

Process capability indices (PCIs) are widely used to assess whether an in-control process meets manufacturing specifications. In most applications of ......

JIF:1.75

Comprehensive comparisons of major sequential design procedures for sensitivity testing

期刊: JOURNAL OF QUALITY TECHNOLOGY, 0; ()

The main goal of a good sensitivity testing procedure is to quickly determine at which stimulus level a specified fraction of test items fail. Based o......

Integrated parameter and tolerance optimization of a centrifugal compressor based on a complex simulator

期刊: JOURNAL OF QUALITY TECHNOLOGY, 0; ()

We apply integrated parameter and tolerance design (IPTD) to optimize the nominal values and tolerances of 10 geometric design variables of a centrifu......

Nonparametric link functions with shape constraints in stochastic degradation processes: Application to emerging contaminants

期刊: JOURNAL OF QUALITY TECHNOLOGY, 0; ()

Effective oxidation-based elimination of emerging contaminants (ECs) requires a good understanding of the effects of treatment conditions, such as the......

Dynamic quality-process model in consideration of equipment degradation

期刊: JOURNAL OF QUALITY TECHNOLOGY, 2019; 51 (3)

In many manufacturing processes, equipment reliability plays a crucial role for product quality assurance. It is important to consider the effect of e......

JIF:1.75

A review of some sampling and aggregation strategies for basic statistical process monitoring

期刊: JOURNAL OF QUALITY TECHNOLOGY, 0; ()

We review the long-established rational subgrouping principle for determining an effective sampling plan for process monitoring. We present some other......

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