Aki Mikkola

According to our database, Aki Mikkola authored at least 17 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Simulation-Based Digital Twins Enabling Smart Services for Machine Operations: An Industry 5.0 Approach.

Jesus Mario Verdugo Cedeño, Suraj Jaiswal, Ville Ojanen, Lea Hannola, Aki Mikkola

Int. J. Hum. Comput. Interact., October, 2024

Brain-Computer Interface for Shared Controls of Unmanned Aerial Vehicles.

Zhuming Bi, Aki Mikkola, Andrew W. H. Ip, Kai-Leung Yung, Chaomin Luo

IEEE Trans. Aerosp. Electron. Syst., August, 2024

Kinematic and Physiological Analysis of Medieval Combat Sport Using Motion Analysis, Blood Lactate Measurement, and Heart Rate Monitoring: A Case Study.

Mojtaba Mohammadalizadeh, Suraj Jaiswal, Scott Semken, Aki Mikkola

Sensors, June, 2024

2023

Real-time multi-body co-simulation model of a veneer peeling lathe.

Roope Eskola, Heikki Korpilahti, Babak Bozorgmehri, Marko K. Matikainen, Aki Mikkola

Int. J. Comput. Integr. Manuf., April, 2023

2022

Determining the State of a Nonlinear Flexible Multibody System Using an Unscented Kalman Filter.

Manouchehr Mohammadi, Yashar Shabbouei Hagh, Xinxin Yu, Heikki Handroos, Aki Mikkola

IEEE Access, 2022

Physics-Based Digital Twins Merging With Machines: Cases of Mobile Log Crane and Rotating Machine.

Emil Kurvinen, Antero Kutvonen, Juhani Ukko, Qasim Khadim, Yashar Shabbouei Hagh, Suraj Jaiswal, Neda Neisi, Victor Zhidchenko, Juha Kortelainen, Mira Timperi, Kirsi Kokkonen, Juha Virtanen, Akhtar Zeb, Ville Lämsä, Vesa Nieminen, Jukka Junttila, Mikko Savolainen, Tuija Rantala, Tiina Valjakka, Ilkka Donoghue, Kalle Elfvengren, Mina Nasiri, Tero Rantala, Ilya Kurinov, Eerik Sikanen, Lauri Pyrhönen, Lea Hannola, Heikki Handroos, Hannu Rantanen, Minna Saunila, Jussi T. Sopanen, Aki Mikkola

IEEE Access, 2022

State Estimation in a Hydraulically Actuated Log Crane Using Unscented Kalman Filter.

Qasim Khadim, Yashar Shabbouei Hagh, Lauri Pyrhönen, Suraj Jaiswal, Victor Zhidchenko, Emil Kurvinen, Jussi T. Sopanen, Aki Mikkola, Heikki Handroos

IEEE Access, 2022

Parameters Optimization in Hydraulically Driven Machines Using Swarm Intelligence.

Zhanjun Tan, Qasim Khadim, Aki Mikkola, Xiao Zhi Gao

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

2021

Estimating the Characteristic Curve of a Directional Control Valve in a Combined Multibody and Hydraulic System Using an Augmented Discrete Extended Kalman Filter.

Qasim Khadim, Mehran Kiani-Oshtorjani, Suraj Jaiswal, Marko K. Matikainen, Aki Mikkola

Sensors, 2021

Real-Time Multibody Model-Based Heads-Up Display Unit of a Tractor.

Suraj Jaiswal, Rafael Åman, Jussi T. Sopanen, Aki Mikkola

IEEE Access, 2021

2020

Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics.

Ilya Kurinov, Grzegorz Orzechowski, Perttu Hämäläinen, Aki Mikkola

IEEE Access, 2020

Real-Time Simulation of Fluid Power Systems Containing Small Oil Volumes, Using the Method of Multiple Scales.

Mehran Kiani-Oshtorjani, Stanislav Ustinov, Heikki Handroos, Payman Jalali, Aki Mikkola

IEEE Access, 2020

2019

Data-driven simulation for general purpose multibody dynamics using deep neural networks.

Hee-Sun Choi, Junmo An, Jin-Gyun Kim, Jae-Yoon Jung, Juhwan Choi, Grzegorz Orzechowski, Aki Mikkola, Jin-Hwan Choi

CoRR, 2019

An Efficient High-Order Time-Step Algorithm With Proportional-Integral Control Strategy for Semirecursive Vehicle Dynamics.

Yongjun Pan, Saidi Xiang, Aki Mikkola

IEEE Access, 2019

Deformable Terrain Model for the Real-Time Multibody Simulation of a Tractor With a Hydraulically Driven Front-Loader.

Suraj Jaiswal, Pasi Korkealaakso, Rafael Åman, Jussi T. Sopanen, Aki Mikkola

IEEE Access, 2019

2018

The Benefits and Impact of Digital Twins in Product Development Phase of PLM.

Ilkka Donoghue, Lea Hannola, Jorma Papinniemi, Aki Mikkola

Proceedings of the Product Lifecycle Management to Support Industry 4.0, 2018

2015

Semantic restrictions and rules in applications of multibody dynamics.

Juha Kortelainen, Aki Mikkola

Eng. Comput., 2015