Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller
The increasing interest in renewable energy-based power systems globally is driven by their abundance and environmentally friendly attributes. Islanded hybrid microgrid systems (IHMS) are a relatively new development in this field and involve the integration of two or more sustainable sources, such...
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2023
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| Online Access: | http://dx.doi.org/10.1016/j.egyr.2023.10.016 https://www.sciencedirect.com/science/article/pii/S235248472301449X http://hdl.handle.net/10576/62138 |
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| _version_ | 1857415085063929856 |
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| author | Sk. A., Shezan |
| author2 | Ishraque, Md. Fatin Shafiullah, GM Kamwa, Innocent Paul, Liton Chandra Muyeen, SM NSS, Ramakrishna Saleheen, Mohammed Zeehan Kumar, Polamarasetty P. |
| author2_role | author author author author author author author author |
| author_facet | Sk. A., Shezan Ishraque, Md. Fatin Shafiullah, GM Kamwa, Innocent Paul, Liton Chandra Muyeen, SM NSS, Ramakrishna Saleheen, Mohammed Zeehan Kumar, Polamarasetty P. |
| author_role | author |
| dc.creator.none.fl_str_mv | Sk. A., Shezan Ishraque, Md. Fatin Shafiullah, GM Kamwa, Innocent Paul, Liton Chandra Muyeen, SM NSS, Ramakrishna Saleheen, Mohammed Zeehan Kumar, Polamarasetty P. |
| dc.date.none.fl_str_mv | 2023-10-10 2025-01-13T11:23:56Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://dx.doi.org/10.1016/j.egyr.2023.10.016 Shezan, S. A., Ishraque, M. F., Shafiullah, G. M., Kamwa, I., Paul, L. C., Muyeen, S. M., ... & Kumar, P. P. (2023). Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller. Energy reports, 10, 3272-3288. https://www.sciencedirect.com/science/article/pii/S235248472301449X http://hdl.handle.net/10576/62138 3272-3288 10 2352-4847 |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | Elsevier |
| dc.rights.none.fl_str_mv | http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Islanded Microgrid Optimization Power System Control System Techno-economic Analysis |
| dc.title.none.fl_str_mv | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller |
| dc.type.none.fl_str_mv | Article info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | The increasing interest in renewable energy-based power systems globally is driven by their abundance and environmentally friendly attributes. Islanded hybrid microgrid systems (IHMS) are a relatively new development in this field and involve the integration of two or more sustainable sources, such as wind turbines, solar photovoltaic (PV) systems, and other forms of renewable energy such as the ocean, wave, and geothermal energy. In order to ensure an uninterrupted power supply for the growing community and industrial sector of Perhentian Island, Malaysia, alternative power sources must be properly synchronized and managed through an energy management system. To this end, the main contribution of this study is the comprehensive analysis of various optimization methods in terms of net present cost (NPC) and convergence rate. The results of the analysis indicate that HOMER proved to be relatively faster in terms of convergence rate, with the NPC recorded as 387,185$ and the Levelized Cost of Energy (LCOE) recorded as 0.64$/kWh, which are the least among the other techniques evaluated. The hybrid energy system was designed to acquire the optimal quantity and size of power-generating modules, including PV systems, wind turbines, batteries, and diesel generators, while also meeting the load requirements. The optimization problem incorporated the LCOE and NPC into the cost function. Various optimization techniques were developed and tested. In addition, an advanced control method, which includes the use of Proportional–integral–derivative (PID) control and Fuzzy Logic Controller (FLC) with automated tuning, was applied to manage voltage and frequency. The control strategy was implemented in MATLAB Simulink, along with a full model of the islanded hybrid microgrid system. The simulation results demonstrate the effectiveness of the proposed FLC in maintaining the voltage and frequency within the acceptable range during various operating conditions. In conclusion, this manuscript provides a comprehensive study on the optimization and control of a solar-wind islanded hybrid microgrid. The proposed approach can be used as a valuable tool for the design and operation of solar-wind islanded hybrid microgrids in remote and islanded communities. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | qu_14aa0d6bfa933da0872a5444407cb4ac |
| identifier_str_mv | Shezan, S. A., Ishraque, M. F., Shafiullah, G. M., Kamwa, I., Paul, L. C., Muyeen, S. M., ... & Kumar, P. P. (2023). Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller. Energy reports, 10, 3272-3288. 3272-3288 10 2352-4847 |
| language_invalid_str_mv | en |
| network_acronym_str | qu |
| network_name_str | Qatar University repository |
| oai_identifier_str | oai:qspace.qu.edu.qa:10576/62138 |
| publishDate | 2023 |
| publisher.none.fl_str_mv | Elsevier |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | http://creativecommons.org/licenses/by/4.0/ |
| spelling | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controllerSk. A., ShezanIshraque, Md. FatinShafiullah, GMKamwa, InnocentPaul, Liton ChandraMuyeen, SMNSS, RamakrishnaSaleheen, Mohammed ZeehanKumar, Polamarasetty P.Islanded MicrogridOptimizationPower SystemControl SystemTechno-economic AnalysisThe increasing interest in renewable energy-based power systems globally is driven by their abundance and environmentally friendly attributes. Islanded hybrid microgrid systems (IHMS) are a relatively new development in this field and involve the integration of two or more sustainable sources, such as wind turbines, solar photovoltaic (PV) systems, and other forms of renewable energy such as the ocean, wave, and geothermal energy. In order to ensure an uninterrupted power supply for the growing community and industrial sector of Perhentian Island, Malaysia, alternative power sources must be properly synchronized and managed through an energy management system. To this end, the main contribution of this study is the comprehensive analysis of various optimization methods in terms of net present cost (NPC) and convergence rate. The results of the analysis indicate that HOMER proved to be relatively faster in terms of convergence rate, with the NPC recorded as 387,185$ and the Levelized Cost of Energy (LCOE) recorded as 0.64$/kWh, which are the least among the other techniques evaluated. The hybrid energy system was designed to acquire the optimal quantity and size of power-generating modules, including PV systems, wind turbines, batteries, and diesel generators, while also meeting the load requirements. The optimization problem incorporated the LCOE and NPC into the cost function. Various optimization techniques were developed and tested. In addition, an advanced control method, which includes the use of Proportional–integral–derivative (PID) control and Fuzzy Logic Controller (FLC) with automated tuning, was applied to manage voltage and frequency. The control strategy was implemented in MATLAB Simulink, along with a full model of the islanded hybrid microgrid system. The simulation results demonstrate the effectiveness of the proposed FLC in maintaining the voltage and frequency within the acceptable range during various operating conditions. In conclusion, this manuscript provides a comprehensive study on the optimization and control of a solar-wind islanded hybrid microgrid. The proposed approach can be used as a valuable tool for the design and operation of solar-wind islanded hybrid microgrids in remote and islanded communities.This work was supported in part by the Canada National Sciences and Engineering Research Council through the Laval University , Grant ALLRP567550-21 .Elsevier2025-01-13T11:23:56Z2023-10-10Articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1016/j.egyr.2023.10.016Shezan, S. A., Ishraque, M. F., Shafiullah, G. M., Kamwa, I., Paul, L. C., Muyeen, S. M., ... & Kumar, P. P. (2023). Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller. Energy reports, 10, 3272-3288.https://www.sciencedirect.com/science/article/pii/S235248472301449Xhttp://hdl.handle.net/10576/621383272-3288102352-4847enhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:qspace.qu.edu.qa:10576/621382025-01-13T19:05:15Z |
| spellingShingle | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller Sk. A., Shezan Islanded Microgrid Optimization Power System Control System Techno-economic Analysis |
| status_str | publishedVersion |
| title | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller |
| title_full | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller |
| title_fullStr | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller |
| title_full_unstemmed | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller |
| title_short | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller |
| title_sort | Optimization and control of solar-wind islanded hybrid microgrid by using heuristic and deterministic optimization algorithms and fuzzy logic controller |
| topic | Islanded Microgrid Optimization Power System Control System Techno-economic Analysis |
| url | http://dx.doi.org/10.1016/j.egyr.2023.10.016 https://www.sciencedirect.com/science/article/pii/S235248472301449X http://hdl.handle.net/10576/62138 |