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Tutkimusryhmät
- Autonomous Systems, Väitöskirjatutkija
Julkaisut
Low Temperature Combustion Modeling and Predictive Control of Marine Engines
Amin Modabberian, Xiaoguo Storm, Amir-Mohammad Shamekhi, Aneesh Vasudev, Kai Zenger, Jari Hyvönen, Maciej Mikulski
2024
Applied Sciences (Switzerland)
Towards Real-Time Combustion Phase Estimation for linear RCCI Model-Predictive Control Design
Amin Modabberian, Xiaoguo Storm, Aneesh Vasudev, Kai Zenger, Jari Hyvönen, Maciej Mikulski
2023
IFAC-PapersOnLine
Machine Learning Methods for Emissions Prediction in Combustion Engines with Multiple Cylinders
Hoang Nguyen Khac, Amin Modabberian, Kai Zenger, Kalle Niskanen, Anton West , Yejun Zhang, Elias Silvola, Eric Lendormy, Xiaoguo Storm, Maciej Mikulski
2023
IFAC-PapersOnLine
Real-time predictive model for reactivity controlled compression ignition marine engines
Xiaoguo Storm, Aneesh Vasudev, Amir-Mohammad Shamekhi, Amin Modabberian, Kai Zenger, Jari Hyvönen, Maciej Mikulski
2023
Control Engineering Practice
Radar – CubeSat Transionospheric HF Propagation Observations: Suomi 100 Satellite and EISCAT HF Facility
Esa Kallio, Antti Kero, Ari-Matti Harri, Antti Kestilä, Anita Aikio, Mathias Fontell, Riku Järvinen, Kirsti Kauristie, Olli Knuuttila, Petri Koskimaa, Jauaries Loyala, Juha Lukkari, Amin Modabberian, Joonas Niittyniemi, Jouni Rynö, Heikki Vanhamäki, Erik Varberg
2022
Radio Science
A Neural Network Approach for Reconstructing In-Cylinder Pressure from Engine Vibration Data
Hoang Nguyen Khac, Amin Modabberian, Kai Zenger, Éric Lendormy, Maciej Mikulski, Jacek Hunicz
2022
SAE Technical Papers
Model predictive control for a multiple injection combustion model
Hoang Nguyen Khac, Amin Modabberian, Xiaoguo Storm, Kai Zenger, Jari Hyvönen
2021
Open Engineering
Model-based on-board post-injection control development for marine diesel engine
Xiaoguo Storm, Hoang Khac Nguyen, Amin Modabberian, Kai Zenger, Jari Hyvönen
2021
Open Engineering
Simulation Environment for Analysis and Controller Design of Diesel Engines
Hoang Nguyen Khac, Amin Modabberian, Kai Zenger, Xiaoguo Storm, Jari Hyvönen
2020
IFAC-PapersOnLine
Mean Value Modeling of Maritime Diesel Engines
Amin Modabberian, Hoang Nguyen Khac, Kai Zenger
2019
Automaatiopäivät23 Proceedings