Research output per year
Research output per year
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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Combining Machine Learning with Mixed Integer Linear Programming in Solving Complex Scheduling Problems
Harjunkoski, I. & Ikonen, T., Jan 2022, 14th International Symposium on Process Systems Engineering. Yamashita, Y. & Kano, M. (eds.). Elsevier, p. 451-456 6 p. (Computer Aided Chemical Engineering; vol. 49).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Design of an Event-Driven Rescheduling Algorithm via Surrogate-based Optimization
Ikonen, T., Heljanko, K. & Harjunkoski, I., Jan 2022, 14th International Symposium on Process Systems Engineering. Yamashita, Y. & Kano, M. (eds.). Elsevier, p. 1255-1260 (Computer Aided Chemical Engineering; vol. 49).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Likelihood Maximization of Lifetime Distributions With Bathtub-Shaped Failure Rate
Ikonen, T. J., Corona, F. & Harjunkoski, I., 11 Aug 2022, (E-pub ahead of print) In: IEEE TRANSACTIONS ON RELIABILITY. p. 1-15 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Surrogate-based optimization of a periodic rescheduling algorithm
Ikonen, T., Heljanko, K. & Harjunkoski, I., Jun 2022, In: AIChE Journal. 68, 6, 16 p., e17656.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile20 Downloads (Pure) -
Dynamic Process Intensification via Data-Driven Dynamic Optimization: Concept and Application to Ternary Distillation
Yan, L., Deneke, T. L., Heljanko, K., Harjunkoski, I., Edgar, T. F. & Baldea, M., 21 Jul 2021, In: Industrial and Engineering Chemistry Research. 60, 28, p. 10265–10275 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
1 Citation (Scopus)
Projects
- 2 Finished
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Synergistic and intelligent process optimization
Harjunkoski, I., Mohammadi, M., Mostafaei, H. & Ikonen, T.
01/01/2018 → 31/12/2019
Project: Academy of Finland: Other research funding
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New Business XEntData/Jämsä-J.
Harjunkoski, I. & Jämsä-Jounela, S.
01/04/2016 → 30/09/2017
Project: Business Finland: Other research funding
Datasets
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Data for: Performance Analysis of Waste-to-Energy Technologies for Sustainable Energy Generation in Integrated Supply Chains
Harjunkoski, I. (Creator) & Mohammadi, M. (Creator), Mendeley Data, 1 Jun 2020
Dataset
Prizes
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Computers and Chemical Engineering Best Paper Award 2014
Harjunkoski, Iiro (Recipient), Maravelias, C. T. (Recipient), Bongers, P. (Recipient), Castro, P. M. (Recipient), Engell, S. (Recipient), Grossmann, I. E. (Recipient), Hooker, J. (Recipient), Méndez, C. A. (Recipient), Sand, G. (Recipient) & Wassick, J. (Recipient), Nov 2015
Prize: Award or honor granted for a specific work
Activities
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Combining Machine Learning with Mixed Integer Linear Programming in Solving Complex Scheduling Problems
Iiro Harjunkoski (Speaker) & Teemu Ikonen (Contributor)
19 Jun 2022 → 23 Jun 2022Activity: Talk or presentation types › Conference presentation
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Scheduling under energy consumption limits
Iiro Harjunkoski (Examiner)
3 Sep 2021Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
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On the fitting of bathtub-shaped failure models to lifetime data for selective maintenance optimization
Teemu Ikonen (Speaker), Francesco Corona (Contributor) & Iiro Harjunkoski (Contributor)
7 Jun 2021Activity: Talk or presentation types › Conference presentation
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The impact of sustainable supply chain on waste-to-energy operations
Maryam Mohammadi (Speaker) & Iiro Harjunkoski (Contributor)
17 Jun 2019Activity: Talk or presentation types › Conference presentation
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A Multi-Echelon Supply Chain Model for Sustainable Electricity Generation from Municipal Solid Waste
Maryam Mohammadi (Speaker), Sirkka-Liisa Jämsä-Jounela (Contributor) & Iiro Harjunkoski (Contributor)
25 Apr 2019Activity: Talk or presentation types › Conference presentation
Press / Media
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A simultaneous optimization approach for off line blending and scheduling of oil refinery operations.pdf
19/07/2017
1 item of Media coverage
Press/Media: Media appearance
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Improving The Management Of 'Systems Of Systems'
14/11/2016
1 item of Media coverage
Press/Media: Media appearance
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Better Together: Improving the Management of ‘Systems of Systems’
14/11/2016
1 item of Media coverage
Press/Media: Media appearance
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Better together: improving the management of ‘systems of systems’
12/11/2016
1 item of Media coverage
Press/Media: Media appearance