Author

Mikael Manngård

Observed names: M. Manngård, Manngård, Mikael, Mikael Manngard

Institution: Novia University of Applied Sciences

Observed institutions: Åbo Akademi University, Novia University of Applied Sciences, Turku University of Applied Sciences

ORCID: 0000-0003-1978-3503

Observed ORCID: 0000-0003-1978-3503

OpenAlex ID: A5055036922

Structural learning in artificial neural networks using sparse optimization

2017 · Mikael Manngård, Jan Kronqvist, et al. · Neurocomputing · 35

On-Shaft Wireless Vibration Measurement Unit and Signal Processing Method for Torsional and Lateral Vibration

2022 · Ivar Koene, Sampo Haikonen, et al. · IEEE/ASME Transactions on Mechatronics · 23

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Torque estimation in marine propulsion systems

2022 · Mikael Manngård, Ivar Koene, et al. · Mechanical Systems and Signal Processing · 17

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Using Digital Twin Technology to Ensure Data Quality in Transport Systems

2020 · Jerker Björkqvist, Mikael Manngård, et al. · Åbo Akademi University Research Portal · 12

Identification of low-order models using Laguerre basis function expansions

2018 · Mikael Manngård, Hannu T. Toivonen · IFAC-PapersOnLine · 10

Estimation of propeller torque in azimuth thrusters

2019 · Mikael Manngård, Wictor Lund, et al. · IFAC-PapersOnLine · 8

Data-driven virtual sensor for powertrains based on transfer learning

2023 · Aku Karhinen, Aleksanteri Hamalainen, et al. · Bulletin of the Polish Academy of Sciences Technical Sciences · 5

Assessing The Impact Of Forests On Local Wind Conditions In Archipelagos: A CFD Study

2023 · Ashvinkumar Chaudhari, Eero Immonen, et al. · European Conference on Modelling and Simulation (ECMS) · 5

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Online frequency estimation with applications to engine and generator sets

2017 · Mikael Manngård, Jari M. Böling · Mechanical Systems and Signal Processing · 5

Enhancing Shared Situational Awareness in Remote Pilotage: A Prototype for 3D Route Briefing

2025 · Iiro Törmä, Jussi Haapasaari, et al. · Journal of Physics Conference Series · 4

Torque Reconstruction for a Full-Scale Maritime Powertrain Using Trend Estimation

2025 · Urho Hakonen, Mikael Manngård, et al. · IEEE/ASME Transactions on Mechatronics · 4

Torque Reconstruction for Maritime Powertrains Using Trend Filtering

2024 · Urho Hakonen, Mikael Manngård, et al. · IFAC-PapersOnLine · 4

Subspace identification for MIMO systems in the presence of trends and outliers

2017 · Mikael Manngård, Jari M. Böling, et al. · Computer-aided chemical engineering/Computer aided chemical engineering · 4

Optimizing Cruise Ship Speed Incorporating Weather and Hotel Load Factors

2024 · Arash Marashian, Axel Waris, et al. · European Control Conference (ECC) · 3

FMUiL: An open-source package for in-the-loop simulations with functional mock-up units

2026 · K. Klemets, D. Bouzoulas, et al. · SoftwareX · 2

On the Real-Time Compliance of Moving-Horizon Simultaneous Input-and-State Estimation Problems

2025 · Mikael Manngård, Dimitrios Bouzoulas, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 2

Validation of Dynamic Simulation Models using Metamorphic Testing and Given-When-Then Patterns

2025 · Gaadha Sudheerbabu, Dragos Truscan, et al. · Linköping electronic conference proceedings · 1

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Automated geometry and hexahedral mesh generation for kilometer-scale atmospheric flow simulations

2023 · Eero Immonen, Dennis Bengs, et al. · Rakenteiden Mekaniikka · 1

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Identification of low-order models using rational orthonormal basis functions

2019 · Mikael Manngard, Hannu T. Toivonen · IEEE Conference on Decision and Control (CDC) · 1

Component-Resolved CFD-Based Assessment of Surface-Element Effects on Local Wind and Turbulence in a Coastal Harbor

2026 · Ashvinkumar Chaudhari, Eero Immonen, et al. · Environmental Modeling & Assessment

Multi-Agent Specification-Based Metamorphic Testing of FMU-Based Simulations

2026 · Ashir Kulshreshtha, Abdullah Mughees, et al. · IEEE Annual International Computer Software and Applications Conference (COMPSAC)

Using Large Language Models for Black-Box Testing of FMU-Based Simulations

2026 · Mughees, Abdullah, Sudheerbabu, Gaadha, et al. · arXiv (Cornell University)

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Usability Testing of Virtual Reality for Visualizing Indoor Smoke Propagation and Extraction

2026 · Jussi Haapasaari, Taneli Nyyssönen, et al. · AHFE international

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Towards Automated Parameter Extraction from Engineering Documents

2025 · Christian Möller, Christoffer Björkskog, et al. · IFAC-PapersOnLine

Prediction of on-board energy usage combining physics-based modeling and machine learning

2021 · Mikael Manngård, Joachim Hammarström, et al. · Åbo Akademi University Research Portal

Works count: 26

Citation count: 146

H-index: 6

I10-index: 5