Microgrid Power System Modeling Using the Multi-Agent Systems Concept and Stabilization by Lyapunov-Based Cooperative Controller During Disturbance and Load Shedding
The microgrid power system has a nonlinear dynamic with many uncertainties, such as changes in wind power and solar irradiation. Sustaining such system requires a robust approach. In this paper, in order to deal with this problem, the properties and concepts of multi-agent systems are used to model...
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Amirkabir University of Technology
2022-12-01
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| Series: | AUT Journal of Electrical Engineering |
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| Online Access: | https://eej.aut.ac.ir/article_4846_6dc76565110d3550f00622f2c792305d.pdf |
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| author | Mohammad Tolou Askari Z. Zandi |
| author_facet | Mohammad Tolou Askari Z. Zandi |
| author_sort | Mohammad Tolou Askari |
| collection | DOAJ |
| description | The microgrid power system has a nonlinear dynamic with many uncertainties, such as changes in wind power and solar irradiation. Sustaining such system requires a robust approach. In this paper, in order to deal with this problem, the properties and concepts of multi-agent systems are used to model the microgrid power system, as this system has seven agents all of which have a common point production-consumption power. Afterwards, the design and implementation of cooperative control of the microgrid agents output power are discussed. Due to the fact that in the multi-agent modeling structure, each agent is related only to its neighbor agent, the designed controller is of decentralized or distributed type. Among the advantages of this distributed structure is the ability to adapt immediately and be resistant to uncertainties in the system. In addition, the advantages of the Lyapunov function in the cooperative control structure have been used in order to overcome the disturbances and uncertainties in the structure of the microgrid, and to ensure the stability of the system. Ultimately, the control law designed for the seven-factor model in MATLAB software is simulated and compared with similar previous methods. |
| format | Article |
| id | doaj-art-e2cd79d7000942f4b9d2a6aee78017c5 |
| institution | Kabale University |
| issn | 2588-2910 2588-2929 |
| language | English |
| publishDate | 2022-12-01 |
| publisher | Amirkabir University of Technology |
| record_format | Article |
| series | AUT Journal of Electrical Engineering |
| spelling | doaj-art-e2cd79d7000942f4b9d2a6aee78017c52025-08-20T03:27:44ZengAmirkabir University of TechnologyAUT Journal of Electrical Engineering2588-29102588-29292022-12-0154224526610.22060/eej.2022.21338.54694846Microgrid Power System Modeling Using the Multi-Agent Systems Concept and Stabilization by Lyapunov-Based Cooperative Controller During Disturbance and Load SheddingMohammad Tolou Askari0Z. Zandi1Department of Electrical and Electronic Engineering, Semnan Branch, Islamic Azad University, Semnan, IranDepartment of Electrical and Electronic Engineering, Semnan Branch, Islamic Azad University, Semnan, IranThe microgrid power system has a nonlinear dynamic with many uncertainties, such as changes in wind power and solar irradiation. Sustaining such system requires a robust approach. In this paper, in order to deal with this problem, the properties and concepts of multi-agent systems are used to model the microgrid power system, as this system has seven agents all of which have a common point production-consumption power. Afterwards, the design and implementation of cooperative control of the microgrid agents output power are discussed. Due to the fact that in the multi-agent modeling structure, each agent is related only to its neighbor agent, the designed controller is of decentralized or distributed type. Among the advantages of this distributed structure is the ability to adapt immediately and be resistant to uncertainties in the system. In addition, the advantages of the Lyapunov function in the cooperative control structure have been used in order to overcome the disturbances and uncertainties in the structure of the microgrid, and to ensure the stability of the system. Ultimately, the control law designed for the seven-factor model in MATLAB software is simulated and compared with similar previous methods.https://eej.aut.ac.ir/article_4846_6dc76565110d3550f00622f2c792305d.pdfmulti-agent systemmicrogridcooperative controllyapunov-based controllerload sheddingdisturbance input |
| spellingShingle | Mohammad Tolou Askari Z. Zandi Microgrid Power System Modeling Using the Multi-Agent Systems Concept and Stabilization by Lyapunov-Based Cooperative Controller During Disturbance and Load Shedding AUT Journal of Electrical Engineering multi-agent system microgrid cooperative control lyapunov-based controller load shedding disturbance input |
| title | Microgrid Power System Modeling Using the Multi-Agent Systems Concept and Stabilization by Lyapunov-Based Cooperative Controller During Disturbance and Load Shedding |
| title_full | Microgrid Power System Modeling Using the Multi-Agent Systems Concept and Stabilization by Lyapunov-Based Cooperative Controller During Disturbance and Load Shedding |
| title_fullStr | Microgrid Power System Modeling Using the Multi-Agent Systems Concept and Stabilization by Lyapunov-Based Cooperative Controller During Disturbance and Load Shedding |
| title_full_unstemmed | Microgrid Power System Modeling Using the Multi-Agent Systems Concept and Stabilization by Lyapunov-Based Cooperative Controller During Disturbance and Load Shedding |
| title_short | Microgrid Power System Modeling Using the Multi-Agent Systems Concept and Stabilization by Lyapunov-Based Cooperative Controller During Disturbance and Load Shedding |
| title_sort | microgrid power system modeling using the multi agent systems concept and stabilization by lyapunov based cooperative controller during disturbance and load shedding |
| topic | multi-agent system microgrid cooperative control lyapunov-based controller load shedding disturbance input |
| url | https://eej.aut.ac.ir/article_4846_6dc76565110d3550f00622f2c792305d.pdf |
| work_keys_str_mv | AT mohammadtolouaskari microgridpowersystemmodelingusingthemultiagentsystemsconceptandstabilizationbylyapunovbasedcooperativecontrollerduringdisturbanceandloadshedding AT zzandi microgridpowersystemmodelingusingthemultiagentsystemsconceptandstabilizationbylyapunovbasedcooperativecontrollerduringdisturbanceandloadshedding |