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A method to determine transition time for experiments in dynamic processes
Luleå tekniska universitet, Institutionen för ekonomi, teknik och samhälle, Industriell Ekonomi.ORCID-id: 0000-0003-1473-3670
Luleå tekniska universitet, Institutionen för teknikvetenskap och matematik, Matematiska vetenskaper.
2011 (engelsk)Inngår i: Quality Engineering, ISSN 0898-2112, E-ISSN 1532-4222, Vol. 23, nr 1, s. 30-45Artikkel i tidsskrift (Fagfellevurdert) Published
Abstract [en]

Process dynamics is an important consideration during the planning phase of designed experiments in dynamic processes. After changes of experimental factors, dynamic processes undergo a transition time before reaching a new steady state. To minimize experimental time and reduce costs and for experimental design and analysis, knowledge about this transition time is important. In this article, we propose a method to analyze process dynamics and estimate the transition time by combining principal component analysis and transfer function-noise modeling or intervention analysis. We illustrate the method by estimating transition times for a planned experiment in an experimental blast furnace.

sted, utgiver, år, opplag, sider
2011. Vol. 23, nr 1, s. 30-45
HSV kategori
Forskningsprogram
Kvalitetsteknik; Matematisk statistik inriktning industriell statistik
Identifikatorer
URN: urn:nbn:se:ltu:diva-4433DOI: 10.1080/08982112.2010.495099ISI: 000299335200004Scopus ID: 2-s2.0-78649919229Lokal ID: 26082cb0-d2bf-11de-bae5-000ea68e967bOAI: oai:DiVA.org:ltu-4433DiVA, id: diva2:977306
Merknad
Validerad; 2011; 20091116 (bjokva)Tilgjengelig fra: 2016-09-29 Laget: 2016-09-29 Sist oppdatert: 2018-07-10bibliografisk kontrollert

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Vanhatalo, ErikKvarnström, BjörnBergquist, BjarneVännman, Kerstin

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