An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices
This research proposes an efficient energy management system for standalone and grid-connected direct current (DC) distribution networks that consider photovoltaic (PV) generation sources. A complete nonlinear programming model is formulated to represent the efficient PV dispatch problem while takin...
- Autores:
-
Grisales-Noreña, Luis Fernando
Ocampo-Toro, Jauder Alexander
Rosales-Muñoz, Andrés Alfonso
Cortes-Caicedo, Brandon
- Tipo de recurso:
- Fecha de publicación:
- 2022
- Institución:
- Universidad Tecnológica de Bolívar
- Repositorio:
- Repositorio Institucional UTB
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.utb.edu.co:20.500.12585/12173
- Acceso en línea:
- https://hdl.handle.net/20.500.12585/12173
- Palabra clave:
- Microgrid;
DC-DC Converter;
Electric Potential
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by-nc-nd/4.0/
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An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices |
| title |
An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices |
| spellingShingle |
An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices Microgrid; DC-DC Converter; Electric Potential |
| title_short |
An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices |
| title_full |
An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices |
| title_fullStr |
An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices |
| title_full_unstemmed |
An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices |
| title_sort |
An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices |
| dc.creator.fl_str_mv |
Grisales-Noreña, Luis Fernando Ocampo-Toro, Jauder Alexander Rosales-Muñoz, Andrés Alfonso Cortes-Caicedo, Brandon |
| dc.contributor.author.none.fl_str_mv |
Grisales-Noreña, Luis Fernando Ocampo-Toro, Jauder Alexander Rosales-Muñoz, Andrés Alfonso Cortes-Caicedo, Brandon |
| dc.subject.keywords.spa.fl_str_mv |
Microgrid; DC-DC Converter; Electric Potential |
| topic |
Microgrid; DC-DC Converter; Electric Potential |
| description |
This research proposes an efficient energy management system for standalone and grid-connected direct current (DC) distribution networks that consider photovoltaic (PV) generation sources. A complete nonlinear programming model is formulated to represent the efficient PV dispatch problem while taking three different objective functions into account. The first objective function corresponds to the minimization of the operational costs with respect to the energy purchasing costs at terminals of the substation, including the maintenance costs of the PV sources. The second objective function is the reduction of the expected daily energy losses regarding all resistive effects of the distribution lines. The third objective function concerns the minimization of the total emissions of CO (Formula presented.) into the atmosphere by the substation bus or its equivalent (diesel generator). These objective functions are minimized using a single-objective optimization approach through the application of the Salp Swarm Algorithm (SSA), which is combined with a matrix hourly power flow formulation that works by using a leader–follower operation scheme. Two test feeders composed of 27 and 33 nodes set for standalone and grid-connected operation are used in the numerical validations. The standalone grid corresponds to an adaptation of the generation and demand curves for the municipality of Capurganá, and the grid-connected system is adapted to the operating conditions in the metropolitan area of Medellín, i.e., a rural area and a major city in Colombia. A numerical comparison with three additional combinatorial optimizers (i.e., particle swarm optimization (PSO), the multiverse optimizer (MVO), and the crow search algorithm (CSA)) demonstrates the effectiveness and robustness of the proposed leader–follower optimization approach to the optimal management of PV generation sources in DC grids while considering different objective function indices. © 2022 by the authors. |
| publishDate |
2022 |
| dc.date.issued.none.fl_str_mv |
2022 |
| dc.date.accessioned.none.fl_str_mv |
2023-07-19T21:13:35Z |
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2023-07-19T21:13:35Z |
| dc.date.submitted.none.fl_str_mv |
2023 |
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http://purl.org/coar/version/c_b1a7d7d4d402bcce |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
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http://purl.org/coar/resource_type/c_6501 |
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draft |
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Grisales-Noreña, Luis Fernando, Jauder Alexander Ocampo-Toro, Andrés Alfonso Rosales-Muñoz, Brandon Cortes-Caicedo, and Oscar Danilo Montoya. 2022. "An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices" Sustainability 14, no. 24: 16429. https://doi.org/10.3390/su142416429 |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12585/12173 |
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10.3390/su142416429 |
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Universidad Tecnológica de Bolívar |
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Repositorio Universidad Tecnológica de Bolívar |
| identifier_str_mv |
Grisales-Noreña, Luis Fernando, Jauder Alexander Ocampo-Toro, Andrés Alfonso Rosales-Muñoz, Brandon Cortes-Caicedo, and Oscar Danilo Montoya. 2022. "An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices" Sustainability 14, no. 24: 16429. https://doi.org/10.3390/su142416429 10.3390/su142416429 Universidad Tecnológica de Bolívar Repositorio Universidad Tecnológica de Bolívar |
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https://hdl.handle.net/20.500.12585/12173 |
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eng |
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eng |
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25 páginas |
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Grisales-Noreña, Luis Fernando7c27cda4-5fe4-4686-8f72-b0442c58a5d1Ocampo-Toro, Jauder Alexander9c64c41f-1bbf-4b40-9176-04c57560cd08Rosales-Muñoz, Andrés Alfonso1cadd052-2b2e-4872-b1d3-7679f6be5f2aCortes-Caicedo, Brandone1ed3524-f78d-4996-9325-0fa7528731f62023-07-19T21:13:35Z2023-07-19T21:13:35Z20222023Grisales-Noreña, Luis Fernando, Jauder Alexander Ocampo-Toro, Andrés Alfonso Rosales-Muñoz, Brandon Cortes-Caicedo, and Oscar Danilo Montoya. 2022. "An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indices" Sustainability 14, no. 24: 16429. https://doi.org/10.3390/su142416429https://hdl.handle.net/20.500.12585/1217310.3390/su142416429Universidad Tecnológica de BolívarRepositorio Universidad Tecnológica de BolívarThis research proposes an efficient energy management system for standalone and grid-connected direct current (DC) distribution networks that consider photovoltaic (PV) generation sources. A complete nonlinear programming model is formulated to represent the efficient PV dispatch problem while taking three different objective functions into account. The first objective function corresponds to the minimization of the operational costs with respect to the energy purchasing costs at terminals of the substation, including the maintenance costs of the PV sources. The second objective function is the reduction of the expected daily energy losses regarding all resistive effects of the distribution lines. The third objective function concerns the minimization of the total emissions of CO (Formula presented.) into the atmosphere by the substation bus or its equivalent (diesel generator). These objective functions are minimized using a single-objective optimization approach through the application of the Salp Swarm Algorithm (SSA), which is combined with a matrix hourly power flow formulation that works by using a leader–follower operation scheme. Two test feeders composed of 27 and 33 nodes set for standalone and grid-connected operation are used in the numerical validations. The standalone grid corresponds to an adaptation of the generation and demand curves for the municipality of Capurganá, and the grid-connected system is adapted to the operating conditions in the metropolitan area of Medellín, i.e., a rural area and a major city in Colombia. A numerical comparison with three additional combinatorial optimizers (i.e., particle swarm optimization (PSO), the multiverse optimizer (MVO), and the crow search algorithm (CSA)) demonstrates the effectiveness and robustness of the proposed leader–follower optimization approach to the optimal management of PV generation sources in DC grids while considering different objective function indices. © 2022 by the authors.25 páginasapplication/pdfenghttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 Internacionalhttp://purl.org/coar/access_right/c_abf2Sustainability (Switzerland)An Energy Management System for PV Sources in Standalone and Connected DC Networks Considering Economic, Technical, and Environmental Indicesinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/drafthttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/version/c_b1a7d7d4d402bccehttp://purl.org/coar/resource_type/c_2df8fbb1Microgrid;DC-DC Converter;Electric PotentialCartagena de IndiasKabeyi, M.J.B., Olanrewaju, O.A. Sustainable Energy Transition for Renewable and Low Carbon Grid Electricity Generation and Supply (2022) Frontiers in Energy Research, 9, art. no. 743114. Cited 69 times. http://www.frontiersin.org/Energy_Research/ doi: 10.3389/fenrg.2021.743114Singh, G., Das, R. Experimental study of a combined biomass and solar energy-based fully grid-independent air-conditioning system (2021) Clean Technologies and Environmental Policy, 23 (6), pp. 1889-1912. Cited 20 times. https://link.springer.com/journal/10098 doi: 10.1007/s10098-021-02081-4Lamb, W.F., Wiedmann, T., Pongratz, J., Andrew, R., Crippa, M., Olivier, J.G.J., Wiedenhofer, D., (...), Minx, J. A review of trends and drivers of greenhouse gas emissions by sector from 1990 to 2018 (2021) Environmental Research Letters, 16 (7), art. no. 073005. Cited 219 times. https://iopscience.iop.org/article/10.1088/1748-9326/abee4e doi: 10.1088/1748-9326/abee4eSingh, G., Das, R. 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