Mikael ManngardView profile
Researcher
Mikael Manngard is a researcher at Åbo Akademi's Faculty of Natural Sciences and Technology, specializing in marine engineering and optimization techniques with focus on sustainable shipping solutions. His work directly contributes to UN Sustainable Development Goals related to clean energy and sustainable infrastructure. His primary research interests include: Marine propulsion systems and torque estimation Torsional and lateral vibration analysis Virtual sensing and system identification Low-rank optimization techniques Energy efficiency in shipping operations Physics-based modeling combined with machine learning Manngard's publication portfolio demonstrates a clear progression from theoretical optimization methods to practical maritime applications. His recent work shows increasing focus on integrating machine learning with physics-based models to solve real-world engineering challenges in the shipping industry, particularly regarding energy efficiency and vibration analysis. He has led significant research initiatives: INTENS: Integrated Energy Solutions to Green Shipping (2018-2021) as Principal researcher Reboot IoT Factory II (2019-2021) as Co-Principal Investigator His research bridges theoretical optimization with practical maritime applications, contributing to decarbonization efforts in the shipping industry through improved energy efficiency and advanced monitoring systems.









