Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets
In the this paper, we show a methodological summary to simulate and understand the complex behavior of energy market models. The goal of this work is to propose the business approach of system dynamics, with the dynamical systems and its mathematical point of view. Additionally we present two ways t...
- Autores:
-
Valencia-Calvo, Johnny
Franco-Cardona, Carlos Jaime
Olivar-Tost, Gerard
Dyner, Isaac
- Tipo de recurso:
- Fecha de publicación:
- 2016
- Institución:
- Universidad EAFIT
- Repositorio:
- Repositorio EAFIT
- Idioma:
- spa
- OAI Identifier:
- oai:repository.eafit.edu.co:10784/11298
- Acceso en línea:
- http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/3355
http://hdl.handle.net/10784/11298
- Palabra clave:
- Complex behavior
system dynamics
Poincare maps
dynamical systems
energy markets
methodology
modeling and simulation
Complejidad
sistemas dinámicos
mapas de Poincaré
dinámica de sistemas
mercados energéticos
metodología
modelado y simulación
- Rights
- License
- Copyright (c) 2016 Ingeniería y Ciencia | ing.cienc.
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| dc.title.eng.fl_str_mv |
Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets |
| dc.title.spa.fl_str_mv |
Enfoque metodológico para el estudio y representación de comportamientos complejos en mercados de electricidad |
| title |
Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets |
| spellingShingle |
Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets Complex behavior system dynamics Poincare maps dynamical systems energy markets methodology modeling and simulation Complejidad sistemas dinámicos mapas de Poincaré dinámica de sistemas mercados energéticos metodología modelado y simulación |
| title_short |
Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets |
| title_full |
Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets |
| title_fullStr |
Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets |
| title_full_unstemmed |
Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets |
| title_sort |
Methodological Approach for the Study and Representation of Complex Behaviors on Electricity Markets |
| dc.creator.fl_str_mv |
Valencia-Calvo, Johnny Franco-Cardona, Carlos Jaime Olivar-Tost, Gerard Dyner, Isaac |
| dc.contributor.author.none.fl_str_mv |
Valencia-Calvo, Johnny Franco-Cardona, Carlos Jaime Olivar-Tost, Gerard Dyner, Isaac |
| dc.subject.keyword.eng.fl_str_mv |
Complex behavior system dynamics Poincare maps dynamical systems energy markets methodology modeling and simulation |
| topic |
Complex behavior system dynamics Poincare maps dynamical systems energy markets methodology modeling and simulation Complejidad sistemas dinámicos mapas de Poincaré dinámica de sistemas mercados energéticos metodología modelado y simulación |
| dc.subject.keyword.spa.fl_str_mv |
Complejidad sistemas dinámicos mapas de Poincaré dinámica de sistemas mercados energéticos metodología modelado y simulación |
| description |
In the this paper, we show a methodological summary to simulate and understand the complex behavior of energy market models. The goal of this work is to propose the business approach of system dynamics, with the dynamical systems and its mathematical point of view. Additionally we present two ways to perform sensitivity analysis on models based on system dynamics. The first one is numerical sensitivity analysis, and the second one is using Poincaré maps. Finally, we conclude that there is complementarity between the mathematical framework and the business applications for the market. This will allow us to achieve greater exploitation for our models. |
| publishDate |
2016 |
| dc.date.issued.none.fl_str_mv |
2016-11-22 |
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2017-04-03T16:10:28Z |
| dc.date.accessioned.none.fl_str_mv |
2017-04-03T16:10:28Z |
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2016-11-11 |
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info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion article publishedVersion |
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Artículo |
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2256-4314 1794–9165 |
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http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/3355 http://hdl.handle.net/10784/11298 |
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10.17230/ingciencia.12.24.9 |
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2256-4314 1794–9165 10.17230/ingciencia.12.24.9 |
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http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/3355 http://hdl.handle.net/10784/11298 |
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spa |
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spa |
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http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/3355 |
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Copyright (c) 2016 Ingeniería y Ciencia | ing.cienc. http://creativecommons.org/licenses/by/4.0 |
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Acceso abierto |
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Copyright (c) 2016 Ingeniería y Ciencia | ing.cienc. http://creativecommons.org/licenses/by/4.0 Acceso abierto http://purl.org/coar/access_right/c_abf2 |
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Universidad EAFIT |
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Ingeniería y Ciencia | ing.cienc.; Vol 12, No 24 (2016); 195-220 |
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Ingeniería y Ciencia | ing.cienc.; Vol 12, No 24 (2016); 195-220 |
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2016-11-112017-04-03T16:10:28Z2016-11-222017-04-03T16:10:28Z2256-43141794–9165http://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/3355http://hdl.handle.net/10784/1129810.17230/ingciencia.12.24.9In the this paper, we show a methodological summary to simulate and understand the complex behavior of energy market models. The goal of this work is to propose the business approach of system dynamics, with the dynamical systems and its mathematical point of view. Additionally we present two ways to perform sensitivity analysis on models based on system dynamics. The first one is numerical sensitivity analysis, and the second one is using Poincaré maps. Finally, we conclude that there is complementarity between the mathematical framework and the business applications for the market. This will allow us to achieve greater exploitation for our models.En el siguiente documento se propone un enfoque de análisis cualitativo y con este una síntesis metodológica para definir y comprender el comportamiento complejo de un mercado de electricidad nacional. Para tal fin, se presenta una propuesta metodológica que rescata el conjunto de ecuaciones diferenciales ordinarias, para un modelo basado en dinámica de sistemas, cuyo propósito es reunir las principales características de un mercado de electricidad nacional fundamentado en la estrategia económica de oferta y demanda. Como se mostrará a lo largo del artículo, el propósito del mismo se fundamenta en el aprovechamiento y la manera en que para mercados de electricidad es posible utilizar la dinámica de sistemas y los sistemas dinámicos con un solo propósito, la formulación de elementos de política energética entendidos como un marco regulatorio. De esta manera, se logró demostrar la pertinencia metodológica e incuso reconocer para un mercado de electricidad nacional, los puntos de apalancamiento y las variables auxiliares que cambian el comportamiento del mercado de acuerdo a sus efectos directos en las ecuaciones que lo describen. Finalmente, se concluye acerca de la relevancia y complementariedad existente entre la dinámica de sistemas y los sistemas dinámicos para fortalecer el análisis de mercados de electricidad.application/pdfspaUniversidad EAFIThttp://publicaciones.eafit.edu.co/index.php/ingciencia/article/view/3355Copyright (c) 2016 Ingeniería y Ciencia | ing.cienc.http://creativecommons.org/licenses/by/4.0Acceso abiertohttp://purl.org/coar/access_right/c_abf2instname:Universidad EAFITreponame:Repositorio Institucional Universidad EAFITIngeniería y Ciencia | ing.cienc.; Vol 12, No 24 (2016); 195-220Ingeniería y Ciencia | ing.cienc.; Vol 12, No 24 (2016); 195-220Methodological Approach for the Study and Representation of Complex Behaviors on Electricity MarketsEnfoque metodológico para el estudio y representación de comportamientos complejos en mercados de electricidadinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionarticlepublishedVersionArtículohttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Complex behaviorsystem dynamicsPoincare mapsdynamical systemsenergy marketsmethodologymodeling and simulationComplejidadsistemas dinámicosmapas de Poincarédinámica de sistemasmercados energéticosmetodologíamodelado y simulaciónValencia-Calvo, JohnnyFranco-Cardona, Carlos JaimeOlivar-Tost, GerardDyner, IsaacIngeniería y Ciencia1224195220ing.ciencORIGINALdocument (45).pdfdocument (45).pdfTexto completo PDFapplication/pdf520828https://repository.eafit.edu.co/bitstreams/3700eae0-da2b-46ca-88af-60b0c7418def/download500f6f0a6c9a5c62462d209feb24117bMD51articulo.htmlarticulo.htmlTexto completo HTMLtext/html374https://repository.eafit.edu.co/bitstreams/24e5b1ab-c4e8-4f92-951a-4d2394e89544/download1f3bcda9e9e4f4a56b76f76ac10124cdMD53THUMBNAILminaitura-ig_Mesa de trabajo 1.jpgminaitura-ig_Mesa de trabajo 1.jpgimage/jpeg265796https://repository.eafit.edu.co/bitstreams/1df7cbe5-1d0a-49bc-b5f3-5ae708190efe/downloadda9b21a5c7e00c7f1127cef8e97035e0MD5210784/11298oai:repository.eafit.edu.co:10784/112982020-03-01 17:56:19.852open.accesshttps://repository.eafit.edu.coRepositorio Institucional Universidad EAFITrepositorio@eafit.edu.co |