Universal Real-Time Control of an Electro-Hydraulic Servo System Utilizing Mathematical Model and Multibody Simulation
Asikainen, Jussi; Roozbahani, Daniel; Alizadeh, Marjan; Handroos, Heikki (2024-07-30)
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Sisältö avataan julkiseksi: 31.07.2026
Sisältö avataan julkiseksi: 31.07.2026
Post-print / Final draft
Asikainen, Jussi
Roozbahani, Daniel
Alizadeh, Marjan
Handroos, Heikki
30.07.2024
IEEE
School of Energy Systems
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© 2024 IEEE
© 2024 IEEE
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi-fe2025052855526
https://urn.fi/URN:NBN:fi-fe2025052855526
Tiivistelmä
The objective of this study was to generate two digital models based on an existing electro-hydraulic servo system aiming to identify the most effective control strategy for the real machine. The first model was developed based on the system's mathematical model using MATLAB-Simulink, while the second was constructed using the multibody dynamics of the system via the Mevea platform. The intelligent controller incorporated a fuzzy logic controller and a genetic algorithm-tuned PID controller. The proposed control platform is characterized by its universal applicability. The experiment was replicated with the actual machine. A real-time cost comparison of the control methodologies was conducted to identify the most efficient controller for the real system. The findings indicated that the genetic algorithm-tuned PID controller yielded the lowest cost function compared to other controllers. Experimental results confirmed the satisfactory performance of the proposed controller.
Lähdeviite
J. Asikainen, D. Roozbahani, M. Alizadeh and H. Handroos, "Universal Real-Time Control of an Electro-Hydraulic Servo System Utilizing Mathematical Model and Multibody Simulation," 2024 4th Interdisciplinary Conference on Electrics and Computer (INTCEC), Chicago, IL, USA, 2024, pp. 1-11, doi: 10.1109/INTCEC61833.2024.10603322.
Alkuperäinen verkko-osoite
https://ieeexplore.ieee.org/document/10603322/Kokoelmat
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