Teemu Ikonen
Academy Postdoctoral researcher
Academy Postdoctoral researcher
T106 Chemical and Metallurgical Eng
Full researcher profile
https://research.aalto.fi/...
Forskningsgrupp
- Process Control and Automation, Postdoctoral Researcher
Publikationer
Combining Machine Learning with Mixed Integer Linear Programming in Solving Complex Scheduling Problems
Iiro Harjunkoski, Teemu Ikonen
2022
14th International Symposium on Process Systems Engineering
Design of an Event-Driven Rescheduling Algorithm via Surrogate-based Optimization
Teemu Ikonen, Keijo Heljanko, Iiro Harjunkoski
2022
14th International Symposium on Process Systems Engineering
Likelihood Maximization of Lifetime Distributions With Bathtub-Shaped Failure Rate
Teemu J. Ikonen, Francesco Corona, Iiro Harjunkoski
2022
IEEE TRANSACTIONS ON RELIABILITY
Surrogate-based optimization of a periodic rescheduling algorithm
Teemu Ikonen, Keijo Heljanko, Iiro Harjunkoski
2022
AIChE Journal
Validation of an inverse model to determine ice load magnitude and load patch on a ship hull
Oskar Veltheim, Mikko Suominen, Teemu Ikonen, Pentti Kujala
2022
Proceedings of the 26th IAHR International Symposium on Ice
On the fitting of bathtub-shaped failure models to lifetime data for selective maintenance optimization
Teemu J. Ikonen, Iiro Harjunkoski
2021
Computer Aided Chemical Engineering
Reinforcement Learning of Optimization Strategy and Horizon Length Selection in Online Vehicle Routing
Teemu Ikonen, Keijo Heljanko, Iiro Harjunkoski
2021
Synergistic and Intelligent Process Optimization : First Results and Open Challenges
Iiro Harjunkoski, Teemu Ikonen, Hossein Mostafaei, Tewodros Deneke, Keijo Heljanko
2020
Industrial & Engineering Chemistry Research
Large-scale selective maintenance optimization using bathtub-shaped failure rates
Teemu Ikonen, Hossein Mostafaei, Yixin Ye, David Bernal, Ignacio Grossmann, Iiro Harjunkoski
2020
Computers and Chemical Engineering
Reinforcement learning of adaptive online rescheduling timing and computing time allocation
Teemu J. Ikonen, Keijo Heljanko, Iiro Harjunkoski
2020
Computers and Chemical Engineering