

Efficient Powertrain Solutions
The research group Efficient Powertrain Solutions (EPS) operates in the School of Technology and Innovations at the University of Vaasa.
EPS supports the end-to-end process of powertrain development from fuel to energy and emission management while its research focuses on combustion engines.
EPS is committed to developing excellence in methods of testing, simulation and control, building on detail knowledge. The scale and application areas of the used methods make the research group internationally unique.
Mission
The EPS has the mission to develop efficient heavy-duty transport and the energy sector with an outcome of zero or even negative emissions impact.
Vision
The goal is to maximize overall powertrain energy efficiency and develop integrated powertrain control solutions. This is done by providing innovative tools for design optimisation of powertrain configurations and control strategies.
EPS bridges fundamental research and industry application
EPS works on the interface between fundamental research and industry application with focus on domains that are strategically important for Finland’s economy, that is the marine, non-road and stationary power generation sectors. These are the sectors for which combustion engines will remain the prime mover as there is no real feasible alternative.

EPS Research group in a nutshell
EPS is one of the largest At the same time, EPS is The group consists of more
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EPS gains domain knowledge through various projects from combustion and engine development, aftertreatment research and electric-hybrid energy management.
The work is built on a model-based development paradigm, mastering the enabling methods in analytical fuel research, power train testing, simulation and control development.
Integrating these methods in coordinated powertrain development framework provides a key advantage in the EPS research group’s work.
EPS is working in state-of-the-art fuel and engine laboratories with several test benches for mid-speed and high-speed engines.
EPS news and events
Projects
Julkaisut
- Uudet julkaisut 2024-
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Applicability of Hydrogen Fuel for a Cruise Ship
DOI: 10.3390/cleantechnol7010006
Mäkelä, Maarit; Niemi, Seppo; Nuortila, Carolin; Nyystilä, Lauri
Clean technologies
2025Clean Propulsion Technologies: Securing Technological Dominance for the Finnish Marine and Off-Road Powertrain Sectors
DOI: 10.3390/en18051240
Mikulski, Maciej; Ovaska, Teemu; Rabetino, Rodrigo; Kangasjärvi, Merja; Myllykangas, Aino
Energies
2025New Chemical Kinetics Mechanism for Simulation of Natural Gas/Hydrogen/Diesel multi-fuel combustion in Engines
DOI: 10.3384/ecp212.048
Salahi, Mohammad Mahdi; Andwari, Amin Mahmoudzadeh; Kakoee, Alireza; Golbaghi, Kian; Hyvönen, Jari; Gharehghani, Ayat; Mikulsky, Maciej; Lendormy, Eric
Linköping electronic conference proceedings
2025Novel chemical kinetic mechanism for CFD simulation of hydrogen-enriched natural gas/diesel RCCI combustion
DOI: 10.1016/j.ijhydene.2025.01.451
Fakhari, Amir Hossein; Salahi, Mohammad Mahdi; Gharehghani, Ayat; Hunicz, Jacek; Mikulski, Maciej; Andwari, Amin Mahmoudzadeh
International journal of hydrogen energy
2025State of Charge Estimation for Lithium-Ion Batteries in Hybrid Vessels Using Kalman Filters
DOI: 10.1109/mepcon63025.2024.10850412
Elsanhoury, Mahmoud; Koljonen, Janne; Elmusrati, Mohammed; Niemi, Seppo
2025Advancing autonomy of chemical kinetics based multizone models for reactivity controlled compression ignition engines
DOI: 10.1016/j.enconman.2024.118562
Vasudev, Aneesh; Kakoee, Alireza; Axelsson, Martin; Maleki Almani, Hamidreza; Hyvönen, Jari; Mikulski, Maciej
Energy conversion and management
2024Advancing Sustainable Maritime with AI/ML Enhanced Hardware-in-the-Loop Testing
DOI: 10.1109/aie61866.2024.10561409
Koljonen, Janne; Elsanhoury, Mahmoud; Elmusrati, Mohammed; Niemi, Seppo
2024Comparative analysis of waste-derived pyrolytic fuels applied in a contemporary compression ignition engine
DOI: 10.19206/ce-186697
Rybak, Arkadiusz; Hunicz, Jacek; Szpica, Dariusz; Mikulski, Maciej; Gęca, Michał; Woś, Paweł
Combustion engines
2024Comparison of diesel and hydrotreated vegetable oil as the high-reactivity fuel in reactivity-controlled compression ignition
DOI: 10.1016/j.enconman.2024.119264
Hunicz, Jacek; Yang, Liping; Rybak, Arkadiusz; Ji, Shuaizhuang; Gęca, Michał S.; Mikulski, Maciej
Energy conversion and management
2024Compatibility of Methanol-Hydrotreated Vegetable Oil Blends with Chosen Steels and Aluminum
DOI: 10.3390/en17143423
Wang-Alho, Huaying; Sirviö, Katriina; Nuortila, Carolin; Kaivosoja, Jonna; Mikulski, Maciej; Niemi, Seppo
Energies
2024Effect of late diesel injection on close-coupled SCR + ASC during DPF regeneration period
DOI: 10.1016/j.fuel.2024.133406
Ovaska, Teemu; Spoof-Tuomi, Kirsi; Niemi, Seppo; Valkjärvi, Pauli; Maunula, Teuvo; Mikulski, Maciej; Lehtoranta, Kati; Alanen, Jenni; Happonen, Matti
Fuel
2024Effects of Fuel Hydrochloric Acid Contamination on Selected Metals
DOI: 10.3390/jmse12050776
Kaivosoja, Jonna; Sirviö, Katriina; Nuortila, Carolin; Niemi, Seppo
Journal of marine science and engineering
2024Enhancing voltage stability of grid forming power converters based on model predictive controller
DOI: 10.1016/j.ijepes.2024.110317
Ullah, Qudrat; Resende, Enio Costa; Freitas, Luiz Carlos Gomes; Laaksonen, Hannu; Godoy Simões, Marcelo
International journal of electrical power and energy systems
2024Experimental investigation on flue gas condensation heat recovery system integrated with heat pump and spray heat exchanger
DOI: 10.1016/j.tsep.2024.102454
Zhang, Qunli; Liu, Tao; Cheng, Xuanrui; Guo, Shuaifei; Zhang, Lin; Lü, Xiaoshu
Thermal science and engineering progress
2024FTIR Analysis for Determining Stability of Methanol–HVO Blends for Non-Road Engine Application
DOI: 10.3390/en17163921
Balogun, F.; Wang-Alho, H.; Sirviö, K.; Mikulski, M.
Energies
2024Integrated 1D Simulation of Aftertreatment System and Chemistry-Based Multizone RCCI Combustion for Optimal Performance with Methane Oxidation Catalyst
DOI: 10.3390/jmse12040594
Kakoee, Alireza; Hunicz, Jacek; Mikulski, Maciej
Journal of marine science and engineering
2024Investigating HCCI Engine Operating Parameters Under the Simultaneous Dual Fueling of Ammonia and Hydrogen Based on Detailed Chemical Kinetics Modelling
Balogun, F.; Vasudev, A.; Kakoee, A.; Sirviö, K.; Mikulski, M.
2024Low Temperature Combustion Modeling and Predictive Control of Marine Engines
DOI: 10.3390/app14052033
Modabberian, Amin; Storm, Xiaoguo; Shamekhi, Amir-Mohammad; Vasudev, Aneesh; Zenger, Kai; Hyvönen, Jari; Mikulski, Maciej
Applied sciences
2024Novel Chemical Kinetics Mechanism for Robust Simulation of Multi-Component Fuel Blends in Engine Conditions
DOI: 10.4271/2024-24-0035
Salahi, Mohammad Mahdi; Mahmoudzadeh Andwari, Amin; Kakoee, Alireza; Hyvonen, Jari; Gharehghani, Ayat; Mikulski, Maciej; Lendormy, Éric
Sae technical papers
2024Properties of Chemically Stabilized Methanol–HVO Blends
DOI: 10.3390/en17153724
Wang-Alho, Huaying; Sirviö, Katriina; Balogun, Fatimoh; Kaivosoja, Jonna; Nuortila, Carolin; Mikulski, Maciej; Niemi, Seppo
Energies
2024SCR+ASC Performance During a Period of Late Diesel Injection for DPF Regeneration
DOI: 10.1115/ICEF2024-140557
Ovaska, Teemu; Spoof-Tuomi, Kirsi; Niemi, Seppo; Valkjärvi, Pauli; Mikulski, Maciej; Lehtoranta, Kati; Alanen, Jenni; Happonen, Matti; Maunula, Teuvo
2024Start of Injection Influence on In-Cylinder Fuel Distribution, Engine Performance and Emission Characteristic in a RCCI Marine Engine
DOI: 10.3390/en17102370
Kakoee, Alireza; Mikulski, Maciej; Vasudev, Aneesh; Axelsson, Martin; Hyvönen, Jari; Salahi, Mohammad Mahdi; Mahmoudzadeh Andwari, Amin
Energies
2024TMM-based study on sound insulation characteristics of laminated cylindrical shell lined with porous materials
DOI: 10.1007/s00419-024-02539-z
Li, Bin; Wang, Ning; Yan, Wenjie; Tian, Ying; Zheng, Zengquan; Kuang, Wenjian
Archive of applied mechanics
2024Variable valve actuation for efficient exhaust thermal management in an off-road diesel engine
DOI: 10.1016/j.applthermaleng.2024.122940
Kim, Jeyoung; Vallinmaki, Marko; Tuominen, Tino; Mikulski, Maciej
Applied thermal engineering
2024Waste plastic pyrolysis oils as diesel fuel blending components: Detailed analysis of combustion and emissions sensitivity to engine control parameters
DOI: 10.1016/j.energy.2024.134093
Hunicz, Jacek; Rybak, Arkadiusz; Szpica, Dariusz; Gęca, Michał S.; Woś, Paweł; Yang, Liping; Mikulski, Maciej
Energy
2024(Lista päivitetty 20.5.2025)
Contact information
Group leader
Other research group members
Fatimoh Balogun
Iman Chitsaz
Mona Enell-Nilsson
Kian Golbaghi
Jonne Haapakoski
Touraj Hashempour
Sonja Heikkilä
Michaela Hissa
Kimmo Höglund
Danish Idrees
Arttu Kainulainen
Jonna Kaivosoja
Alireza Kakoee
Merja Kangasjärvi
Antti Kiikeri
Jeyoung Kim
Jaber McBreen
Jari Mäki
Jan Nemec
Olav Nilsson
Carolin Nuortila
Lauri Nyystilä
Teemu Ovaska
Seyfi Polat
Amir-Mohammad Shamekhi
Katriina Sirviö
Amir Soleimani
Xiaoguo Storm
Amir Talebi Sheikhsarmast
Aleksi Träskbäck
Pauli Valkjärvi
Aneesh Vasudev
Huaying Wang-Alho
Muut tutkijat, M-Ö
Jaber McBreen
Jari Mäki
Jan Nemec
Olav Nilsson
Amir-Mohammad Shamekhi
Katriina Sirviö
Amir Soleimani
Aleksi Träskbäck
Pauli Valkjärvi
Aneesh Vasudev
Huaying Wang-Alho
Adjunct professors (title of docent) and visiting scholars