An internal model control method for wave rotor refrigeration process based on Harris hawks optimization
A novel internal model control (IMC) method for wave rotor refrigeration process (WRRP) based on Harris hawks optimization (HHO) is presented in this paper. Firstly, an identification model is established by the test data of the WRRP. In order to reduce the complexity of the model, the Routh order r...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SAGE Publishing
2023-03-01
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| Series: | Measurement + Control |
| Online Access: | https://doi.org/10.1177/00202940221092038 |
| _version_ | 1797859135883051008 |
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| author | Qi Li Yu Zhang Menghan Yang Wei Ba Fan Wang Xiaopeng Hu |
| author_facet | Qi Li Yu Zhang Menghan Yang Wei Ba Fan Wang Xiaopeng Hu |
| author_sort | Qi Li |
| collection | DOAJ |
| description | A novel internal model control (IMC) method for wave rotor refrigeration process (WRRP) based on Harris hawks optimization (HHO) is presented in this paper. Firstly, an identification model is established by the test data of the WRRP. In order to reduce the complexity of the model, the Routh order reduction method was used to reduce the order of the identification model. This procedure yields an approximate second order model with time delay for the WRRP. Secondly, an IMC method based on HHO is proposed after analyzing the time delay characteristics of the WRRP model. This method improves the traditional IMC structure, and introduces a three degree of freedom IMC structure. The parameters of the controller are optimized by HHO to make the comprehensive performance index of the system reach the best. Simulation results demonstrate that the proposed method can achieve a good performance of tracking and disturbance rejection. |
| first_indexed | 2024-04-09T21:25:37Z |
| format | Article |
| id | doaj.art-284431c4511b4a9799de7611a2bd6613 |
| institution | Directory Open Access Journal |
| issn | 0020-2940 |
| language | English |
| last_indexed | 2024-04-09T21:25:37Z |
| publishDate | 2023-03-01 |
| publisher | SAGE Publishing |
| record_format | Article |
| series | Measurement + Control |
| spelling | doaj.art-284431c4511b4a9799de7611a2bd66132023-03-27T15:36:34ZengSAGE PublishingMeasurement + Control0020-29402023-03-015610.1177/00202940221092038An internal model control method for wave rotor refrigeration process based on Harris hawks optimizationQi Li0Yu Zhang1Menghan Yang2Wei Ba3Fan Wang4Xiaopeng Hu5Key Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, ChinaKey Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, ChinaKey Laboratory of Intelligent Control and Optimization for Industrial Equipment of Ministry of Education, Dalian University of Technology, Dalian, ChinaCollege of Electrical and Information Engineering, Dalian Jiaotong University, Dalian, ChinaFaculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, ChinaFaculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, ChinaA novel internal model control (IMC) method for wave rotor refrigeration process (WRRP) based on Harris hawks optimization (HHO) is presented in this paper. Firstly, an identification model is established by the test data of the WRRP. In order to reduce the complexity of the model, the Routh order reduction method was used to reduce the order of the identification model. This procedure yields an approximate second order model with time delay for the WRRP. Secondly, an IMC method based on HHO is proposed after analyzing the time delay characteristics of the WRRP model. This method improves the traditional IMC structure, and introduces a three degree of freedom IMC structure. The parameters of the controller are optimized by HHO to make the comprehensive performance index of the system reach the best. Simulation results demonstrate that the proposed method can achieve a good performance of tracking and disturbance rejection.https://doi.org/10.1177/00202940221092038 |
| spellingShingle | Qi Li Yu Zhang Menghan Yang Wei Ba Fan Wang Xiaopeng Hu An internal model control method for wave rotor refrigeration process based on Harris hawks optimization Measurement + Control |
| title | An internal model control method for wave rotor refrigeration process based on Harris hawks optimization |
| title_full | An internal model control method for wave rotor refrigeration process based on Harris hawks optimization |
| title_fullStr | An internal model control method for wave rotor refrigeration process based on Harris hawks optimization |
| title_full_unstemmed | An internal model control method for wave rotor refrigeration process based on Harris hawks optimization |
| title_short | An internal model control method for wave rotor refrigeration process based on Harris hawks optimization |
| title_sort | internal model control method for wave rotor refrigeration process based on harris hawks optimization |
| url | https://doi.org/10.1177/00202940221092038 |
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