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Using factorial design and multivariate analysis when experimenting in a continuous process

Vanhatalo, Erik (author)
Luleå tekniska universitet,Industriell Ekonomi
Vännman, Kerstin (author)
Luleå tekniska universitet,Matematiska vetenskaper
 (creator_code:org_t)
Wiley, 2008
2008
English.
In: Quality and Reliability Engineering International. - : Wiley. - 0748-8017 .- 1099-1638. ; 24:8, s. 983-995
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • This article discusses the design and analysis of an experiment performed in a continuous process (CP). Three types of iron ore pellets are tested on two levels of a process variable in an experimental blast furnace process, using a full factorial design with replicates. A multivariate approach to the analysis of the experiment in the form of principal component analysis combined with analysis of variance is proposed. The analysis method also considers the split-plot-like structure of the experiment. The article exemplifies how a factorial design combined with multivariate analysis can be used to perform product development experiments in a CP. CPs also demand special considerations when planning, performing and analyzing experiments. The article highlights and discusses such issues and considerations, for example, the dynamic characteristic of CPs, a strategy to handle disturbances during experimentation and the need for process control during experimentation.

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Maskinteknik -- Tillförlitlighets- och kvalitetsteknik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Mechanical Engineering -- Reliability and Maintenance (hsv//eng)
NATURVETENSKAP  -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Probability Theory and Statistics (hsv//eng)

Keyword

Kvalitetsteknik
Quality Technology and Management
Mathematical Statistics with special emphasis on Industrial Statistic
Matematisk statistik inriktning industriell statistik

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Vanhatalo, Erik
Vännman, Kerstin
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ENGINEERING AND TECHNOLOGY
ENGINEERING AND ...
and Mechanical Engin ...
and Reliability and ...
NATURAL SCIENCES
NATURAL SCIENCES
and Mathematics
and Probability Theo ...
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Quality and Reli ...
By the university
Luleå University of Technology

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