Improved Decision Support with Structured Process Historians

Kimmo Konkarikoski, Risto Ritala, Olli Saarela, Ismo Penttinen

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

    1 Citation (Scopus)

    Abstract

    Process control, product quality, and the economics of production are based on decisions process personnel make. Data collected at the factories is exploited in many ways, e.g., in automatic control, problem solving and quality control as well as in maintenance. However, there is as well hidden information, tacit knowledge which can be captured and used to improve the production efficiency by learning from experience. Processes can be improved by the development of a process intelligence concept which integrates mathematical approaches with empirical information systematically collected and exploited. Novelty value of this paper is combination of different types of information to complement each other in context which is based on statistical decision theory so that it facilitates optimal decisions in situation where different types of information are respectively incomplete and uncertain.
    Original languageEnglish
    Title of host publicationPaper Conference and Trade Show 2010 (PaperCon 2010)
    Subtitle of host publicationAtlanta, Georgia, USA, 2-5 May 2010
    PublisherTAPPI Press
    Pages826-853
    Volume1
    ISBN (Print)978-1-61738-789-0
    Publication statusPublished - 2010
    MoE publication typeD3 Professional conference proceedings
    EventPaper Conference and Trade Show, PaperCon 2010 - Atlanta, United States
    Duration: 2 May 20105 May 2010

    Conference

    ConferencePaper Conference and Trade Show, PaperCon 2010
    CountryUnited States
    CityAtlanta
    Period2/05/105/05/10

    Fingerprint

    Decision theory
    Process control
    Quality control
    Industrial plants
    Personnel
    Economics

    Keywords

    • support
    • uncertainty
    • case-based reasoning
    • ontology

    Cite this

    Konkarikoski, K., Ritala, R., Saarela, O., & Penttinen, I. (2010). Improved Decision Support with Structured Process Historians. In Paper Conference and Trade Show 2010 (PaperCon 2010): Atlanta, Georgia, USA, 2-5 May 2010 (Vol. 1, pp. 826-853). TAPPI Press.
    Konkarikoski, Kimmo ; Ritala, Risto ; Saarela, Olli ; Penttinen, Ismo. / Improved Decision Support with Structured Process Historians. Paper Conference and Trade Show 2010 (PaperCon 2010): Atlanta, Georgia, USA, 2-5 May 2010. Vol. 1 TAPPI Press, 2010. pp. 826-853
    @inproceedings{a56d487518b046b081c7e31bd8f16cd0,
    title = "Improved Decision Support with Structured Process Historians",
    abstract = "Process control, product quality, and the economics of production are based on decisions process personnel make. Data collected at the factories is exploited in many ways, e.g., in automatic control, problem solving and quality control as well as in maintenance. However, there is as well hidden information, tacit knowledge which can be captured and used to improve the production efficiency by learning from experience. Processes can be improved by the development of a process intelligence concept which integrates mathematical approaches with empirical information systematically collected and exploited. Novelty value of this paper is combination of different types of information to complement each other in context which is based on statistical decision theory so that it facilitates optimal decisions in situation where different types of information are respectively incomplete and uncertain.",
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    Konkarikoski, K, Ritala, R, Saarela, O & Penttinen, I 2010, Improved Decision Support with Structured Process Historians. in Paper Conference and Trade Show 2010 (PaperCon 2010): Atlanta, Georgia, USA, 2-5 May 2010. vol. 1, TAPPI Press, pp. 826-853, Paper Conference and Trade Show, PaperCon 2010, Atlanta, United States, 2/05/10.

    Improved Decision Support with Structured Process Historians. / Konkarikoski, Kimmo; Ritala, Risto; Saarela, Olli; Penttinen, Ismo.

    Paper Conference and Trade Show 2010 (PaperCon 2010): Atlanta, Georgia, USA, 2-5 May 2010. Vol. 1 TAPPI Press, 2010. p. 826-853.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

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    AU - Saarela, Olli

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    AB - Process control, product quality, and the economics of production are based on decisions process personnel make. Data collected at the factories is exploited in many ways, e.g., in automatic control, problem solving and quality control as well as in maintenance. However, there is as well hidden information, tacit knowledge which can be captured and used to improve the production efficiency by learning from experience. Processes can be improved by the development of a process intelligence concept which integrates mathematical approaches with empirical information systematically collected and exploited. Novelty value of this paper is combination of different types of information to complement each other in context which is based on statistical decision theory so that it facilitates optimal decisions in situation where different types of information are respectively incomplete and uncertain.

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    Konkarikoski K, Ritala R, Saarela O, Penttinen I. Improved Decision Support with Structured Process Historians. In Paper Conference and Trade Show 2010 (PaperCon 2010): Atlanta, Georgia, USA, 2-5 May 2010. Vol. 1. TAPPI Press. 2010. p. 826-853