Frequency control scheme of an AC Islanded microgrid based on modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients
AbstractLow energy inertia, a high penetration level of renewable energy sources, and a large ratio of power deviations in a small power transmission system have put microgrid frequency at risk of instability. Based on the close coupling between microgrid frequency and system security requirements,...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Taylor & Francis Group
2023-12-01
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| Series: | Cogent Engineering |
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| Online Access: | https://www.tandfonline.com/doi/10.1080/23311916.2022.2157982 |
| _version_ | 1797299230521425920 |
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| author | Rezvan Mansoori Seresht Mohsen Miri Mohammad Zand Morteza Azimi Nasab P. Sanjeevikumar Baseem Khan |
| author_facet | Rezvan Mansoori Seresht Mohsen Miri Mohammad Zand Morteza Azimi Nasab P. Sanjeevikumar Baseem Khan |
| author_sort | Rezvan Mansoori Seresht |
| collection | DOAJ |
| description | AbstractLow energy inertia, a high penetration level of renewable energy sources, and a large ratio of power deviations in a small power transmission system have put microgrid frequency at risk of instability. Based on the close coupling between microgrid frequency and system security requirements, providing sufficient ancillary services from cost-effective and environmentally friendly resources is a major challenge in an efficient energy management system. In this article, a fuzzy approach and a new optimization technique on the PI controller are used to solve the problem of frequency stability in the AC micro-grid in the island mode by optimising the PI-fuzzy controller parameters. The suggested modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients (MNHPSO-JTVAC) based controller’s results show that the control system has been investigated under three scenarios: load variations, RES uncertainty, white noise, and frequency correction. In terms of frequency responsiveness, the results are good when compared to traditional algorithms: The suggested design has been able to optimise the control system parameters by the proposed MNHPSO-JTVAC algorithm to solve microgrid frequency deviations caused by source uncertainty, load changes, and white noise, respectively, 0.008473, 0.01334, and 23.71, compared to classical PI control—PI, fuzzy And PI-fuzzy-GOA shows that in practical systems, this method can be considered very desirable and attractive. |
| first_indexed | 2024-03-07T22:47:42Z |
| format | Article |
| id | doaj.art-838bc2661fc14ebea7877111ac351ded |
| institution | Directory Open Access Journal |
| issn | 2331-1916 |
| language | English |
| last_indexed | 2024-03-07T22:47:42Z |
| publishDate | 2023-12-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | Cogent Engineering |
| spelling | doaj.art-838bc2661fc14ebea7877111ac351ded2024-02-23T15:01:40ZengTaylor & Francis GroupCogent Engineering2331-19162023-12-0110110.1080/23311916.2022.2157982Frequency control scheme of an AC Islanded microgrid based on modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficientsRezvan Mansoori Seresht0Mohsen Miri1Mohammad Zand2Morteza Azimi Nasab3P. Sanjeevikumar4Baseem Khan5Department of Electrical Engineering, IT and Cybernetic, University of South-Eastern Norway, Porsgrunn , NorwayDepartment of Electrical Engineering, IT and Cybernetic, University of South-Eastern Norway, Porsgrunn , NorwayDepartment of Electrical Engineering, IT and Cybernetic, University of South-Eastern Norway, Porsgrunn , NorwayDepartment of Electrical Engineering, IT and Cybernetic, University of South-Eastern Norway, Porsgrunn , NorwayDepartment of Electrical Engineering, IT and Cybernetic, University of South-Eastern Norway, Porsgrunn , NorwayDepartment of Electrical and Computer Engineering, Hawassa University, Hawassa, EthiopiaAbstractLow energy inertia, a high penetration level of renewable energy sources, and a large ratio of power deviations in a small power transmission system have put microgrid frequency at risk of instability. Based on the close coupling between microgrid frequency and system security requirements, providing sufficient ancillary services from cost-effective and environmentally friendly resources is a major challenge in an efficient energy management system. In this article, a fuzzy approach and a new optimization technique on the PI controller are used to solve the problem of frequency stability in the AC micro-grid in the island mode by optimising the PI-fuzzy controller parameters. The suggested modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients (MNHPSO-JTVAC) based controller’s results show that the control system has been investigated under three scenarios: load variations, RES uncertainty, white noise, and frequency correction. In terms of frequency responsiveness, the results are good when compared to traditional algorithms: The suggested design has been able to optimise the control system parameters by the proposed MNHPSO-JTVAC algorithm to solve microgrid frequency deviations caused by source uncertainty, load changes, and white noise, respectively, 0.008473, 0.01334, and 23.71, compared to classical PI control—PI, fuzzy And PI-fuzzy-GOA shows that in practical systems, this method can be considered very desirable and attractive.https://www.tandfonline.com/doi/10.1080/23311916.2022.2157982Load changeswhite noisefrequency responsePI controlMNHPSO-JTVAC algorithm |
| spellingShingle | Rezvan Mansoori Seresht Mohsen Miri Mohammad Zand Morteza Azimi Nasab P. Sanjeevikumar Baseem Khan Frequency control scheme of an AC Islanded microgrid based on modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients Cogent Engineering Load changes white noise frequency response PI control MNHPSO-JTVAC algorithm |
| title | Frequency control scheme of an AC Islanded microgrid based on modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients |
| title_full | Frequency control scheme of an AC Islanded microgrid based on modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients |
| title_fullStr | Frequency control scheme of an AC Islanded microgrid based on modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients |
| title_full_unstemmed | Frequency control scheme of an AC Islanded microgrid based on modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients |
| title_short | Frequency control scheme of an AC Islanded microgrid based on modified new self-organizing hierarchical PSO with jumping time-varying acceleration coefficients |
| title_sort | frequency control scheme of an ac islanded microgrid based on modified new self organizing hierarchical pso with jumping time varying acceleration coefficients |
| topic | Load changes white noise frequency response PI control MNHPSO-JTVAC algorithm |
| url | https://www.tandfonline.com/doi/10.1080/23311916.2022.2157982 |
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