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Simulation of demand growth scenarios in the Colombian electricity market: An integration of system dynamics and dynamic systems

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  • Morcillo, José D.
  • Franco, Carlos J.
  • Angulo, Fabiola

Abstract

Modeling and simulation of electricity markets have increasingly involved the use of a system dynamics (SD) approach. Accordingly, the resulting dynamic hypothesis and the stock-flow structures are represented and simulated using softwares such as Stella, Powersim, iThink, or Vensim. However, SD models can be exploited even more, of which the investigation of signals in the time domain or the sensitivity analysis is just a small part of the study. Since SD models are mathematical objects, they deserve an analytical or numerical study using tools provided by the dynamic systems (DS) methodology. Therefore, this paper not only studies the dynamic hypothesis or the stock-flow structure of an electricity market model in the classical form, but also uses its inner mathematical object to provide a deeper insight into the system. Using MATLAB/Simulink®, the system is evaluated from a different approach not yet reported in the literature. The combination of the SD and DS methodologies can open the door to a new and alternative method of analysis for electricity market models and even for any SD model. In fact, this paper demonstrates that with this methodologies combination, more detailed analysis strategies and novel insights of the SD models can be developed, which can be easily exploited by policy makers to suggest improvements in regulations or market structures. Moreover, considering that the energy market is evolving, and a series of macro and microstructural changes are impacting demand, we consider as an example a simplified version of the Colombian electricity market to report a detailed description of its dynamics under a broad range of growth rate of demand (GRD) scenarios. Our study, inspired by the bifurcation and control theory of DS, primarily shows that Colombia is in dire need of a new capacity before 2020 to avoid rationing events expected to occur in the upcoming years.

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  • Morcillo, José D. & Franco, Carlos J. & Angulo, Fabiola, 2018. "Simulation of demand growth scenarios in the Colombian electricity market: An integration of system dynamics and dynamic systems," Applied Energy, Elsevier, vol. 216(C), pages 504-520.
    • Handle: RePEc:eee:appene:v:216:y:2018:i:c:p:504-520
    DOI: 10.1016/j.apenergy.2018.02.104
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    as
    1. Ochoa, Camila & van Ackere, Ann, 2015. "Does size matter? Simulating electricity market coupling between Colombia and Ecuador," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 1108-1124.
    2. Batalla-Bejerano, Joan & Trujillo-Baute, Elisa, 2016. "Impacts of intermittent renewable generation on electricity system costs," Energy Policy, Elsevier, vol. 94(C), pages 411-420.
    3. Blumberga, Dagnija & Blumberga, Andra & Barisa, Aiga & Rosa, Marika & Lauka, Dace, 2016. "Modelling the Latvian power market to evaluate its environmental long-term performance," Applied Energy, Elsevier, vol. 162(C), pages 1593-1600.
    4. Qudrat-Ullah, Hassan & Seong, Baek Seo, 2010. "How to do structural validity of a system dynamics type simulation model: The case of an energy policy model," Energy Policy, Elsevier, vol. 38(5), pages 2216-2224, May.
    5. Ahmad, Salman & Mat Tahar, Razman & Muhammad-Sukki, Firdaus & Munir, Abu Bakar & Abdul Rahim, Ruzairi, 2016. "Application of system dynamics approach in electricity sector modelling: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 29-37.
    6. Aslani, Alireza & Helo, Petri & Naaranoja, Marja, 2014. "Role of renewable energy policies in energy dependency in Finland: System dynamics approach," Applied Energy, Elsevier, vol. 113(C), pages 758-765.
    7. Mesfun, Sennai & Sanchez, Daniel L. & Leduc, Sylvain & Wetterlund, Elisabeth & Lundgren, Joakim & Biberacher, Markus & Kraxner, Florian, 2017. "Power-to-gas and power-to-liquid for managing renewable electricity intermittency in the Alpine Region," Renewable Energy, Elsevier, vol. 107(C), pages 361-372.
    8. Ochoa, Camila & van Ackere, Ann, 2015. "Winners and losers of market coupling," Energy, Elsevier, vol. 80(C), pages 522-534.
    9. Jimenez, Maritza & Franco, Carlos J. & Dyner, Isaac, 2016. "Diffusion of renewable energy technologies: The need for policy in Colombia," Energy, Elsevier, vol. 111(C), pages 818-829.
    10. Antweiler, Werner, 2017. "A two-part feed-in-tariff for intermittent electricity generation," Energy Economics, Elsevier, vol. 65(C), pages 458-470.
    11. Petitet, Marie & Finon, Dominique & Janssen, Tanguy, 2017. "Capacity adequacy in power markets facing energy transition: A comparison of scarcity pricing and capacity mechanism," Energy Policy, Elsevier, vol. 103(C), pages 30-46.
    12. Hsu, Chiung-Wen, 2012. "Using a system dynamics model to assess the effects of capital subsidies and feed-in tariffs on solar PV installations," Applied Energy, Elsevier, vol. 100(C), pages 205-217.
    13. Francis Yamba & Hartley Walimwipi & Suman Jain & Peter Zhou & Boaventura Cuamba & Cornelius Mzezewa, 2011. "Climate change/variability implications on hydroelectricity generation in the Zambezi River Basin," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 16(6), pages 617-628, August.
    14. Liu, Ximei & Zeng, Ming, 2017. "Renewable energy investment risk evaluation model based on system dynamics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 782-788.
    15. Rylie E.O. Pelton & Timothy M. Smith, 2015. "Hotspot Scenario Analysis," Journal of Industrial Ecology, Yale University, vol. 19(3), pages 427-440, June.
    16. Liu, Cengceng & Li, Nan & Zha, Donglan, 2016. "On the impact of FIT policies on renewable energy investment: Based on the solar power support policies in China's power market," Renewable Energy, Elsevier, vol. 94(C), pages 251-267.
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