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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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Machine learning in process systems engineering: Challenges and opportunities
Daoutidis, P., Lee, J. H., Rangarajan, S., Chiang, L., Gopaluni, B., Schweidtmann, A. M., Harjunkoski, I., Mercangöz, M., Mesbah, A., Boukouvala, F., Lima, F. V., del Rio Chanona, A. & Georgakis, C., Feb 2024, In: Computers and Chemical Engineering. 181, 108523.Research output: Contribution to journal › Review Article
20 Citations (Scopus) -
End-effect mitigation in multi-period stochastic programming of energy storage operations
Ikonen, T., Han, D., Lee, J. H. & Harjunkoski, I., 18 Jun 2023, 33rd European Symposium on Computer Aided Process Engineering. Kokossis, A. C., Georgiadis, M. C. & Pistikopoulos, E. (eds.). Elsevier, p. 3007-3012 6 p. (Computer Aided Chemical Engineering; vol. 52).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Likelihood Maximization of Lifetime Distributions With Bathtub-Shaped Failure Rate
Ikonen, T. J., Corona, F. & Harjunkoski, I., Jun 2023, In: IEEE Transactions on Reliability. 72, 2, p. 759-773 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)58 Downloads (Pure) -
Stochastic programming of energy system operations considering terminal energy storage levels
Ikonen, T. J., Han, D., Lee, J. H. & Harjunkoski, I., Nov 2023, In: Computers and Chemical Engineering. 179, 17 p., 108449.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile72 Downloads (Pure) -
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 article in proceedings › Scientific › peer-review
Projects
- 2 Finished
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Synergistic and intelligent process optimization
Harjunkoski, I. (Principal investigator), Mohammadi, M. (Project Member), Ikonen, T. (Project Member) & Mostafaei, H. (Project Member)
01/01/2018 → 31/12/2019
Project: Academy of Finland: Other research funding
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New Business XEntData/Jämsä-J.
Harjunkoski, I. (Project Member) & Jämsä-Jounela, S.-L. (Principal investigator)
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, I. (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
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Computing Practice Award 2024
Harjunkoski, I. (Recipient), 2024
Prize: Award or honor granted for academic or artistic career
Activities
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Opponent of doctoral thesis at Tampere University (Hussain Ahmed)
Harjunkoski, I. (Opponent)
23 Aug 2024Activity: 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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Stochastic programming of energy system operations considering terminal energy storage levels
Ikonen, T. (Speaker), Han, D. (Contributor), Lee, J. H. (Contributor) & Harjunkoski, I. (Contributor)
8 Jan 2023 → 12 Jan 2023Activity: Talk or presentation types › Conference presentation
File -
Using ML and AI to Speed-Up Large-Scale Optimization Problems
Harjunkoski, I. (Speaker)
28 Jun 2022Activity: Talk or presentation types › Conference presentation
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Combining Machine Learning with Mixed Integer Linear Programming in Solving Complex Scheduling Problems
Harjunkoski, I. (Speaker) & Ikonen, T. (Contributor)
19 Jun 2022 → 23 Jun 2022Activity: Talk or presentation types › Conference presentation
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Using LP-Based Heuristics for Solving Large-Scale Integer Problems
Harjunkoski, I. (Speaker)
17 Nov 2022Activity: Talk or presentation types › Conference presentation
Press/Media
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Research Conducted at Aalto University Has Updated Our Knowledge about Renewable Energy (Stochastic Programming of Energy System Operations Considering Terminal Energy Storage Levels)
18/12/2023
1 item of Media coverage
Press/Media: Media appearance
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Increasing Market and Planning Efficiency through Improved Software; Second Supplemental Notice of Technical Conference on Increasing Real-Time and Day-Ahead Market and Planning Efficiency Through Improved Software; Federal Register Extracts
21/06/2023
1 item of Media coverage
Press/Media: Media appearance
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Federal Register Notice: Increasing Market and Planning Efficiency through Improved Software; Second Supplemental Notice of Technical Conference on Increasing Real-Time and Day-Ahead Market and Planning Efficiency Through Improved Software (Updated on 21-
Oliveira, F. & Harjunkoski, I.
21/06/2023
1 item of Media coverage
Press/Media: Media appearance
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Federal Energy Regulatory Commission Issues Supplemental Notice of Technical Conference on Increasing Real-Time and Day-Ahead Market and Planning Efficiency Through Improved Software re Increasing Market and Planning Efficiency through Improved Software u
05/05/2023
1 item of Media coverage
Press/Media: Media appearance
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Increasing Market and Planning Efficiency Through Improved Software; Supplemental Notice of Technical Conference on Increasing Real-Time and Day-Ahead Market and Planning Efficiency Through Improved Software; Federal Register Extracts
03/06/2022
1 item of Media coverage
Press/Media: Media appearance