Research output per year
Research output per year
Personal profile
Education/Academic qualification
Bachelor of Science (Technology), Mechanical Engineering, Aalto-yliopisto, Insinööritieteiden korkeakoulu
Award Date: 12 Jun 2012
Fingerprint
Dive into the research topics where Teemu Ikonen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 4 Similar Profiles
Network
Recent external collaboration on country level. Dive into details by clicking on the dots or
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 journal › Article › Scientific › peer-review
Open AccessFile -
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 journal › Article › Scientific › peer-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, 17 p., 106994.Research output: Contribution to journal › Article › Scientific › peer-review
-
Synergistic and Intelligent Process Optimization : First Results and Open Challenges
Harjunkoski, I., Ikonen, T., Mostafaei, H., Deneke, T. & Heljanko, K., 23 Sep 2020, In : Industrial & Engineering Chemistry Research. 59, 38, p. 16684-16694 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
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 proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Projects
-
RELOOP: Reinforcement Learning of Autonomous and Adaptive Decision-making on Online Rescheduling Procedures
01/09/2020 → 31/08/2023
Project: Academy of Finland: Competitive funding to strengthen university research profiles
-
Synergistic and intelligent process optimization
Ikonen, T., Harjunkoski, I., Mostafaei, H. & Mohammadi, M.
01/01/2018 → 31/12/2019
Project: Academy of Finland: Other research funding
Activities
-
Carnegie Mellon University
Teemu Ikonen (Visiting researcher)
1 May 2019 → 17 May 2019Activity: Visiting an external institution types › Visit abroad
-
Decision-making of online rescheduling procedures using neuroevolution of augmenting topologies
Teemu Ikonen (Speaker) & Iiro Harjunkoski (Contributor)
18 Jun 2019Activity: Talk or presentation types › Conference presentation
-
Decision-making of online rescheduling procedures using neuroevolution of augmenting topologies
Teemu Ikonen (Speaker), Keijo Heljanko (Contributor) & Iiro Harjunkoski (Contributor)
12 Nov 2019Activity: Talk or presentation types › Conference presentation
-
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 2019Activity: Talk or presentation types › Conference presentation
-
Improving planning and scheduling optimization via machine learning methods
Teemu Ikonen (Speaker) & Iiro Harjunkoski (Contributor)
9 Jul 2019Activity: Talk or presentation types › Public or invited talk