20182020

Research output per year

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Personal profile

Education/Academic qualification

Bachelor of Science (Technology), Mechanical Engineering

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Research Output

  • 3 Article
  • 1 Conference contribution
  • 1 Conference article

Data-Driven Approach to Grade Change Scheduling Optimization in a Paper Machine

Mostafaei, H., Ikonen, T., Kramb, J., Deneke, T., Heljanko, K. & Harjunkoski, I., 29 Apr 2020, In : Industrial and Engineering Chemistry Research. 59, 17, p. 8281-8294 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
  • 2 Downloads (Pure)

    Large-scale selective maintenance optimization using bathtub-shaped failure rates

    Ikonen, T., Mostafaei, H., Ye, Y., Bernal, D., Grossmann, I. & Harjunkoski, I., 4 Aug 2020, In : Computers and Chemical Engineering . 139, 106876.

    Research output: Contribution to journalArticleScientificpeer-review

  • Reinforcement learning of adaptive online rescheduling timing and computing time allocation

    Ikonen, T. J., Heljanko, K. & Harjunkoski, I., 4 Oct 2020, In : Computers and Chemical Engineering. 141, 106994.

    Research output: Contribution to journalArticleScientificpeer-review

  • Decision-making of online rescheduling procedures using neuroevolution of augmenting topologies

    Ikonen, T. & Harjunkoski, I., 2019, Proceedings of the 29th European Symposium on Computer Aided Chemical Engineering. Kiss, A., Zondervan, E., Lakerveld, R. & Özkan, L. (eds.). Elsevier, Vol. 46. p. 1177-1182 (Computer-aided chemical engineering; vol. 46).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  • Incorporation of parameter prediction models of different fidelity into job shop scheduling

    Ikonen, T. & Harjunkoski, I., 2019, In : IFAC-PapersOnLine. 52, 1, p. 142-147

    Research output: Contribution to journalConference articleScientificpeer-review

    Open Access
    File
  • 109 Downloads (Pure)

    Projects

    RELOOP: Reinforcement Learning of Autonomous and Adaptive Decision-making on Online Rescheduling Procedures

    Ikonen, T.

    01/09/202031/08/2023

    Project: Academy of Finland: Competitive funding to strengthen university research profiles

    Synergistic and intelligent process optimization

    Ikonen, T., Harjunkoski, I., Mostafaei, H. & Mohammadi, M.

    01/01/201815/02/2020

    Project: Academy of Finland: Other research funding

    Activities

    • 4 Conference presentation
    • 2 Public or invited talk
    • 2 Visit abroad

    Decision-making of online rescheduling procedures using neuroevolution of augmenting topologies

    Teemu Ikonen (Speaker), Keijo Heljanko (Contributor), Iiro Harjunkoski (Contributor)
    12 Nov 2019

    Activity: Talk or presentation typesConference presentation

    Decision-making of online rescheduling procedures using neuroevolution of augmenting topologies

    Teemu Ikonen (Speaker), Iiro Harjunkoski (Contributor)
    18 Jun 2019

    Activity: Talk or presentation typesConference presentation

    Carnegie Mellon University

    Teemu Ikonen (Visiting researcher)
    1 May 201917 May 2019

    Activity: Visiting an external institution typesVisit abroad

    Industrial-scale selective maintenance optimization using bathtub-shaped failure rates

    Teemu Ikonen (Speaker), Hossein Mostafaei (Contributor), Yixin Ye (Contributor), Ignacio Grossmann (Contributor), Iiro Harjunkoski (Contributor)
    14 Nov 2019

    Activity: Talk or presentation typesConference presentation

    Improving planning and scheduling optimization via machine learning methods

    Teemu Ikonen (Speaker), Iiro Harjunkoski (Contributor)
    9 Jul 2019

    Activity: Talk or presentation typesPublic or invited talk