Publicado

2024-01-30

Proposal for integrating active demand in the distribution system: variables, scenarios, and case study.

Propuesta para la integración de demanda activa en el sistema de distribución: variables relacionadas, escenarios de integración y estudio de caso

DOI:

https://doi.org/10.15446/sicel.v11.110033

Palabras clave:

Active demand, Dynamical systems, Distribution system, Distributed energy resources, Metaheuristic techniques (en)
Demanda activa, Dinámica de sistemas, Recursos energéticos distribuidos, Sistema de distribución, Técnicas metaheurísticas (es)

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Autores/as

  • Edgar Dario Obando Universidad Nacional de Colombia
  • Sandra Ximena Carvajal Quintero Universidad Nacional de Colombia
  • Jairo Pineda Agudelo Universidad de Manizales

This article proposes the integration of active demand into the distribution system with metaheuristic techniques. The methodology of system dynamics is employed, which allows for the identification of relevant variables for demand participation. The systemic approach used helps characterize both endogenous and exogenous variables, which is crucial for evaluating the strengths and weaknesses of the active demand integration process. Additionally, the transition time in the system's evolution is considered. The paper proposes a phased development, defining diverse scenarios and integrating them with data science to create tailored roadmaps for different distribution systems and specific conditions. A classic case study is presented, evaluating the impact of this transition, and determining the necessary regulatory policy to achieve effective integration of active demand.

 

En este artículo se propone la integración de demanda activa en el sistema de distribución mediante el uso de técnicas metaheurísticas. Se emplea la metodología de dinámica de sistemas, que permite identificar variables relevantes para la participación de la demanda. El enfoque sistémico utilizado ayuda a caracterizar tanto variables endógenas como exógenas, lo que resulta crucial para evaluar las fortalezas y debilidades del proceso de integración de la demanda activa. Además, se considera el tiempo de transición en la evolución del sistema. El trabajo propone un desarrollo por etapas, definiendo escenarios diversos e integrándolos con la ciencia de datos para crear hojas de ruta adaptadas a diferentes sistemas de distribución y a condiciones específicas. Se presenta un estudio de caso clásico que evalúa el impacto de esta transición y determina la política de regulación necesaria para lograr una integración efectiva de la demanda activa.

Referencias

B. Li, C. Wan, K. Yuan, and Y. Song, “Demand response for integrating distributed energy resources in transactive energy system,” in Energy Procedia, Elsevier Ltd, 2019, pp. 6645–6651. doi: https://doi.org/10.1016/j.egypro.2019.01.040.

Y. Wu, Y. Wu, J. M. Guerrero, and J. C. Vasquez, “Digitalization and decentralization driving transactive energy Internet: Key technologies and infrastructures,” International Journal of Electrical Power and Energy Systems, vol. 126, Mar. 2021, doi: https://doi.org/10.1016/j.ijepes.2020.106593.

IEA, “Digitalization & Energy,” Digitalization & Energy, 2017, doi: https://doi.org/10.1787/9789264286276-en.

IEA, “Introduction to System Integration of Renewables,” IEA, Paris, 2020. https://www.iea.org/reports/introduction-to-system-integration-of-renewables

NREL, “Advanced Distribution Management Systems,” https://www.nrel.gov/grid/advanced-distribution-management.html, 2021.

M. Vadari, R. Melton, and K. Schneider, “Distribution Operations: The Evolution of Distributed Energy Resources [Guest Editorial],” IEEE Power and Energy Magazine, vol. 18, no. 1. Institute of Electrical and Electronics Engineers Inc., pp. 14–16, Jan. 01, 2020. doi: https://doi.org/10.1109/MPE.2019.2945342.

IEEE Standard Association, IEEE Std. 1547-2018. Standard for Interconnection and Interoperability of Distributed Energy Resources with Associated Electric Power Systems Interfaces. 2018.

J. P. Tomain, “The Democratization of Energy,” 2015. [Online]. Available: http://scholarship.law.uc.edu/fac_pubs

E. Adhekpukoli, “The democratization of electricity in Nigeria,” Electricity Journal, vol. 31, no. 2, pp. 1–6, Mar. 2018, doi: https://doi.org/10.1016/j.tej.2018.02.007.

S. Chen and C. C. Liu, “From demand response to transactive energy: state of the art,” Journal of Modern Power Systems and Clean Energy, vol. 5, no. 1, pp. 10–19, Jan. 2017, doi: https://doi.org/10.1007/s40565-016-0256-x.

Z. Duan et al., “An MILP method for design of distributed energy resource system considering stochastic energy supply and demand,” Energies (Basel), vol. 11, no. 1, Jan. 2018, doi: https://doi.org/10.3390/en11010022.

B. Belmahdi and A. El Bouardi, “Simulation and optimization of microgrid distributed generation: A case study of university Abdelmalek Essaâdi in Morocco,” Procedia Manuf, vol. 46, no. 2019, pp. 746–753, 2020, doi: https://doi.org/10.1016/j.promfg.2020.03.105.

Y. Wang, Y. Huang, Y. Wang, F. Li, Y. Zhang, and C. Tian, “Operation optimization in a smart micro-grid in the presence of distributed generation and demand response,” Sustainability (Switzerland), vol. 10, no. 3, 2018, doi: https://doi.org/10.3390/su10030847.

IEA, “Digitalization and Energy,” 2017. https://www.iea.org/reports/digitalisation-and-energy

K. K. Küster, A. R. Aoki, and G. Lambert-Torres, “Transaction-based operation of electric distribution systems: A review,” International Transactions on Electrical Energy Systems, 2019, doi: https://doi.org/10.1002/2050-7038.12194.

B. Rajasekhar and N. M. Pindoriya, “Heuristic approach for transactive energy management in active distribution systems,” IET Smart Grid, vol. 3, no. 3, pp. 406–418, Jun. 2020, doi: https://doi.org/10.1049/iet-stg.2019.0221.

N. Nandasiri, C. Pang, and V. Aravinthan, “Marginal levelized cost of energy bases optimal operation of distribution system considering photovoltaics,” 2017 North American Power Symposium, NAPS 2017, 2017, doi: https://doi.org/10.1109/NAPS.2017.8107301.

F. Farzan, F. Farzan, M. A. Jafari, and J. Gong, “Integration of Demand Dynamics and Investment Decisions on Distributed Energy Resources,” IEEE Trans Smart Grid, vol. 7, no. 4, pp. 1886–1895, Jul. 2016, doi: https://doi.org/10.1109/TSG.2015.2426151.

M. Ostadijafari, J. C. Bedoya, W. Wang, A. Dubey, C. C. Liu, and N. Yu, “Proactive demand-side participation: Centralized versus transactive demand-Supply coordination,” Electric Power Systems Research, vol. 206, May 2022, doi: https://doi.org/10.1016/j.epsr.2022.107789.

R. Sabzehgar, D. Z. Amirhosseini, and M. Rasouli, “Solar power forecast for a residential smart microgrid based on numerical weather predictions using artificial intelligence methods,” Journal of Building Engineering, vol. 32, no. August, p. 101629, 2020, doi: https://doi.org/10.1016/j.jobe.2020.101629.

W. Li, R. Wang, T. Zhang, M. Ming, and H. Lei, “Multi-scenario microgrid optimization using an evolutionary multi-objective algorithm,” Swarm Evol Comput, vol. 50, no. July, p. 100570, 2019, doi: https://doi.org/10.1016/j.swevo.2019.100570.

E. Obando-Paredes, “Algoritmos genéticos y PSO aplicados a un problema de generación distribuida . PSO and genetic algorithms applied to a distributed generation problem,” vol. 22, no. 1, pp. 15–23, 2017.

E. Obando-Paredes and R. Vargas-Cañas, “Desempeño de un sistema fotovoltaico autónomo frente a condiciones medioambientales de una región en particular,” Rev Acad Colomb Cienc Exactas Fis Nat, vol. 40, no. 154, pp. 27–33, 2016, doi: https://doi.org/10.18257/raccefyn.301.

B. Brinkmann and M. Negnevitsky, “A Probabilistic Approach to Observability of Distribution Networks,” IEEE Transactions on Power Systems, vol. 32, no. 2, pp. 1169–1178, 2017, doi: https://doi.org/10.1109/TPWRS.2016.2583479.

K. K. Küster, A. R. Aoki, and G. Lambert-Torres, “Transaction-based operation of electric distribution systems: A review,” International Transactions on Electrical Energy Systems, 2019, doi: https://doi.org/10.1002/2050-7038.12194.

M. S. H. Nizami, M. J. Hossain, and E. Fernandez, “Multiagent-Based Transactive Energy Management Systems for Residential Buildings with Distributed Energy Resources,” IEEE Trans Industr Inform, vol. 16, no. 3, pp. 1836–1847, Mar. 2020, doi: https://doi.org/10.1109/TII.2019.2932109.

S. Mišák, J. Stuchlý, J. Platoš, and P. Krömer, “A heuristic approach to active demand side management in off-grid systems operated in a smart-grid environment,” Energy Build, vol. 96, pp. 272–284, Jun. 2015, doi: https://doi.org/10.1016/j.enbuild.2015.03.033.

S. Davarzani, I. Pisica, G. A. Taylor, and K. J. Munisami, “Residential Demand Response Strategies and Applications in Active Distribution Network Management,” Renewable and Sustainable Energy Reviews, vol. 138. Elsevier Ltd, Mar. 01, 2021. doi: https://doi.org/10.1016/j.rser.2020.110567.

C. Ibrahim, I. Mougharbel, H. Y. Kanaan, N. A. Daher, S. Georges, and M. Saad, “A review on the deployment of demand response programs with multiple aspects coexistence over smart grid platform,” Renewable and Sustainable Energy Reviews, vol. 162. Elsevier Ltd, Jul. 01, 2022. doi: 10.1016/j.rser.2022.112446.

S. Mohseni, A. C. Brent, S. Kelly, and W. N. Browne, “Demand response-integrated investment and operational planning of renewable and sustainable energy systems considering forecast uncertainties: A systematic review,” Renewable and Sustainable Energy Reviews, vol. 158. Elsevier Ltd, Apr. 01, 2022. doi: https://doi.org/10.1016/j.rser.2022.112095.

B. S. K. Patnam and N. M. Pindoriya, “Demand response in consumer-Centric electricity market: Mathematical models and optimization problems,” Electric Power Systems Research, vol. 193. Elsevier Ltd, Apr. 01, 2021. doi: https://doi.org/10.1016/j.epsr.2020.106923.

Cómo citar

APA

Obando, E. D., Carvajal Quintero, S. X. y Pineda Agudelo, J. (2024). Proposal for integrating active demand in the distribution system: variables, scenarios, and case study. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, 11. https://doi.org/10.15446/sicel.v11.110033

ACM

[1]
Obando, E.D., Carvajal Quintero, S.X. y Pineda Agudelo, J. 2024. Proposal for integrating active demand in the distribution system: variables, scenarios, and case study. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL. 11, (ene. 2024). DOI:https://doi.org/10.15446/sicel.v11.110033.

ACS

(1)
Obando, E. D.; Carvajal Quintero, S. X.; Pineda Agudelo, J. Proposal for integrating active demand in the distribution system: variables, scenarios, and case study. SICEL 2024, 11.

ABNT

OBANDO, E. D.; CARVAJAL QUINTERO, S. X.; PINEDA AGUDELO, J. Proposal for integrating active demand in the distribution system: variables, scenarios, and case study. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, [S. l.], v. 11, 2024. DOI: 10.15446/sicel.v11.110033. Disponível em: https://revistas.unal.edu.co/index.php/SICEL/article/view/110033. Acesso em: 16 feb. 2025.

Chicago

Obando, Edgar Dario, Sandra Ximena Carvajal Quintero, y Jairo Pineda Agudelo. 2024. « and case study». Simposio Internacional Sobre La Calidad De La Energía Eléctrica - SICEL 11 (enero). https://doi.org/10.15446/sicel.v11.110033.

Harvard

Obando, E. D., Carvajal Quintero, S. X. y Pineda Agudelo, J. (2024) « and case study»., Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, 11. doi: 10.15446/sicel.v11.110033.

IEEE

[1]
E. D. Obando, S. X. Carvajal Quintero, y J. Pineda Agudelo, « and case study»., SICEL, vol. 11, ene. 2024.

MLA

Obando, E. D., S. X. Carvajal Quintero, y J. Pineda Agudelo. « and case study». Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, vol. 11, enero de 2024, doi:10.15446/sicel.v11.110033.

Turabian

Obando, Edgar Dario, Sandra Ximena Carvajal Quintero, y Jairo Pineda Agudelo. « and case study». Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL 11 (enero 30, 2024). Accedido febrero 16, 2025. https://revistas.unal.edu.co/index.php/SICEL/article/view/110033.

Vancouver

1.
Obando ED, Carvajal Quintero SX, Pineda Agudelo J. Proposal for integrating active demand in the distribution system: variables, scenarios, and case study. SICEL [Internet]. 30 de enero de 2024 [citado 16 de febrero de 2025];11. Disponible en: https://revistas.unal.edu.co/index.php/SICEL/article/view/110033

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