Research Output per year
Personal profile
Education/Academic qualification
Bachelor of Science (Technology), Mechanical Engineering
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.
- 1 Similar Profiles
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
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 Access
File
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, 106994.Research output: Contribution to journal › Article › Scientific › peer-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 proceeding › Conference contribution › Scientific › peer-review
Incorporation of parameter prediction models of different fidelity into job shop scheduling
Ikonen, T. & Harjunkoski, I., 2019, In : IFAC-PapersOnLine. 52, 1, p. 142-147Research output: Contribution to journal › Conference article › Scientific › peer-review
Open Access
File
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 → 15/02/2020
Project: Academy of Finland: Other research funding
Activities
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 types › Conference 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 types › Conference presentation
Carnegie Mellon University
Teemu Ikonen (Visiting researcher)1 May 2019 → 17 May 2019
Activity: Visiting an external institution types › Visit 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 types › Conference presentation
Improving planning and scheduling optimization via machine learning methods
Teemu Ikonen (Speaker), Iiro Harjunkoski (Contributor)9 Jul 2019
Activity: Talk or presentation types › Public or invited talk