LAPSE:2023.19129
Published Article
LAPSE:2023.19129
Robust Temperature Control of a Variable-Speed Refrigeration System Based on Sliding Mode Control with Optimal Parameters Derived Using the Genetic Algorithm
Jieun Lee, Seokkwon Jeong
March 9, 2023
A sliding mode control (SMC) technique based on a state observer with a Kalman filter and feedforward controller was established for a variable-speed refrigeration system (VSRS) to ensure robust control against model uncertainties and disturbances, including noise. The SMC was designed using a state-space model transformed from a practical transfer function model, which was derived by conducting dynamic characteristic experiments. Fewer parameters affecting the model uncertainty were required to be identified, which facilitated modeling. The state observer for estimating the state variables was designed using a Kalman filter to ensure robustness against noise. A feedforward controller was added to the control system to compensate for the deterioration in the transient characteristics due to the saturation function used to avoid chattering. A genetic algorithm was used to alleviate the trial and error involved in determining the design parameters of the saturation function and select optimal values. Simulations and experiments were conducted to verify the control performance of the proposed SMC. The results show that the proposed controller can realize robust temperature control for a VSRS despite stepwise changes in the reference and external heat load, and avoid the trial and error process to design parameters for the saturation function.
Keywords
feedforward control, Genetic Algorithm, Kalman filter, robust control, sliding mode control, variable-speed refrigeration system
Suggested Citation
Lee J, Jeong S. Robust Temperature Control of a Variable-Speed Refrigeration System Based on Sliding Mode Control with Optimal Parameters Derived Using the Genetic Algorithm. (2023). LAPSE:2023.19129
Author Affiliations
Lee J: Department of Refrigeration and Air-Conditioning Engineering, Pukyong National University, 45, Yongso-ro, Nam-gu, Busan 48513, Korea [ORCID]
Jeong S: Department of Refrigeration and Air-Conditioning Engineering, Pukyong National University, 45, Yongso-ro, Nam-gu, Busan 48513, Korea
Journal Name
Energies
Volume
14
Issue
19
First Page
6321
Year
2021
Publication Date
2021-10-03
Published Version
ISSN
1996-1073
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PII: en14196321, Publication Type: Journal Article
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doi:10.3390/en14196321
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