Iiro Harjunkoski

19962020

Research output per year

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Personal profile

Artistic and research interests

The research of Professor Iiro Harjunkoski focuses on Process Systems Engineering, including Production Planning and Scheduling, Waste Supply Chain Management, Application of Mixed Integer Linear and Non-Linear Programming Methods, Hybrid Algorithms combined with Data Analytics, as well as, Process and Operational Optimization.

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Research Output

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

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    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

  • Performance analysis of waste-to-energy technologies for sustainable energy generation in integrated supply chains

    Mohammadi, M. & Harjunkoski, I., 2 Sep 2020, In : Computers and Chemical Engineering. 140, p. 106905 19 p., 106905.

    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

  • A holistic MILP model for scheduling and inventory management of a multiproduct oil distribution system

    Mostafaei, H., Castro, P. M., Relvas, S. & Harjunkoski, I., 1 Jan 2019, In : Omega (United Kingdom). 102110.

    Research output: Contribution to journalArticleScientificpeer-review

  • Projects

    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

    New Business XEntData/Jämsä-J.

    Jämsä-Jounela, S. & Harjunkoski, I.

    01/04/201630/04/2018

    Project: Business Finland: Other research funding

    Prizes

    Computers and Chemical Engineering Best Paper Award 2014

    Iiro Harjunkoski (Recipient), Christos T. Maravelias (Recipient), Peter Bongers (Recipient), Pedro M. Castro (Recipient), Sebastian Engell (Recipient), Ignacio E. Grossmann (Recipient), John Hooker (Recipient), Carlos A. Méndez (Recipient), Guido Sand (Recipient) & John Wassick (Recipient), Nov 2015

    Prize: Award or honor granted for a specific work

  • Activities

    The impact of sustainable supply chain on waste-to-energy operations

    Maryam Mohammadi (Speaker), Iiro Harjunkoski (Contributor)
    17 Jun 2019

    Activity: Talk or presentation typesConference presentation

    Single Reference Grid Continuous-Time Formulation for Batch Scheduling

    Hossein Mostafaei (Speaker), Iiro Harjunkoski (Contributor)
    23 Apr 2019

    Activity: Talk or presentation typesConference presentation

    An MILP Approach for Short-term Scheduling of Batch Operations

    Hossein Mostafaei (Speaker), Iiro Harjunkoski (Contributor)
    19 Jun 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

    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

    Press / Media

    Better Together: Improving the Management of ‘Systems of Systems’

    Iiro Harjunkoski

    14/11/2016

    1 item of Media coverage

    Press/Media: Media appearance

    Improving The Management Of 'Systems Of Systems'

    Iiro Harjunkoski

    14/11/2016

    1 item of Media coverage

    Press/Media: Media appearance

    Better together: improving the management of ‘systems of systems’

    Iiro Harjunkoski

    12/11/2016

    1 item of Media coverage

    Press/Media: Media appearance