Identification of process bottlenecks with global sensitivity analysis, an application to papermaking processes

Jouni Savolainen, Jari Lappalainen

    Research output: Contribution to journalArticle

    Abstract

    The purpose of this work is to show that global sensitivity analysis combined with a process simulator can be used as a method of identifying process bottlenecks in the papermaking context. A variancedecomposition based Sobol' analysis is employed in three case studies with Aprosr Paper simulator. The results give evidence that the method is applicable in detecting process bottlenecks and can thus provide the process designer with useful information.
    Original languageEnglish
    Pages (from-to)393-401
    JournalNordic Pulp and Paper Research Journal
    Volume30
    Issue number3
    Publication statusPublished - 2015
    MoE publication typeA1 Journal article-refereed

      Fingerprint

    Keywords

    • global sensitivity analysis
    • bottleneck identification
    • simulation
    • sobol'

    Cite this