Publicado

2021-10-15

Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches

Palabras clave:

Deterministic, Electric vehicle, Network, Probabilistic, PV System (en)

Autores/as

  • Cristian David Cadena Zarate Universidad Industrial de Santander
  • Juan Caballero-Peña Universidad Industrial de Santander
  • German Osma-Pinto Universidad Industrial de Santander

The distributed energy resources (DER) are principal actors of the global energy transition. Particularly, photovoltaic (PV) systems and electric vehicle integration can affect electrical networks operation. For this reason, DER penetration impacts in distribution networks must be studied. Nevertheless, most studies analyze the behavior only resource integration at specific times through the only approach. This document compares deterministic and probabilistic results to PV systems and electric vehicles in the IEEE 13 nodes test feeder (three-phase and unbalanced system). An integration scenario is proposed, and each resource is modeled like load profiles and probability distribution functions in PowerFactory software. Three indicators are used to analyze RMS value and unbalance voltage, and total active power losses. Moreover, some errors between the two analyses are calculated. Results indicate that most affections in the parameters occur in hours with high power penetration of PV systems. Regarding a case without integration, that affectation is more representative in Phase C voltage which is the most loaded. In addition, the higher error between the two kinds of analyses exceeds 30% in hour 16 in unbalance parameter.

Referencias

S. Rezaee, E. Farjah, and B. Khorramdel, “Probabilistic analysis of plug-in electric vehicles impact on electrical grid through homes and parking lots,” IEEE Trans. Sustain. Energy, vol. 4, no. 4, pp. 1024–1033, 2013.

E. Samani and F. Aminifar, “Tri-Level Robust Investment Planning of DERs in Distribution Networks with AC Constraints,” IEEE Trans. Power Syst., vol. 34, no. 5, pp. 3749–3757, 2019.

H. Nasiri et al., “Networked-Constrained der Valuation in Distribution Networks,” IEEE Trans. Smart Grid, vol. 11, no. 6, pp. 4809–4817, 2020.

The International Renewable Energy Agency, “Market Integration of Distributed Energy Resources Innovation Landscape Brief,” p. 24, 2019.

IRENA, Global Energy Transformation: A Roadmap to 2050. 2019.

REN21, “Key Findings of the Renewables 2020 Global Status Report,” Paris, 2020.

International Energy Agency (IEA), “Global EV Outlook 2020: Entering the decade of electric drive?,” Glob. EV Outlook 2020, p. 273, 2020.

Q. T. Tran, M. Cong Pham, L. Parent, and K. Sousa, “Integration of PV Systems into Grid: From Impact Analysis to Solutions,” Proc. - 2018 IEEE Int. Conf. Environ. Electr. Eng. 2018 IEEE Ind. Commer. Power Syst. Eur. EEEIC/I CPS Eur. 2018, 2018.

J. He, Y. W. Li, and F. Blaabjerg, “An Enhanced Islanding Microgrid Reactive Power, Imbalance Power, and Harmonic Power Sharing Scheme,” IEEE Trans. Power Electron., vol. 30, no. 6, pp. 3389–3401, Jun. 2015.

T. Senjyu and A. M. Howlader, “Operational aspects of distribution systems with massive DER penetrations,” in Integration of Distributed Energy Resources in Power Systems, vol. 2012, Elsevier, 2016, pp. 51–76.

A. M. Howlader, S. Sadoyama, L. R. Roose, and Y. Chen, “Active power control to mitigate voltage and frequency deviations for the smart grid using smart PV inverters,” Appl. Energy, vol. 258, no. April 2019, p. 114000, 2020.

A. Kharrazi, V. Sreeram, and Y. Mishra, “Assessment techniques of the impact of grid-tied rooftop photovoltaic generation on the power quality of low voltage distribution network - A review,” 0 20 40 60 80 100 120 140 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 Losses [kW] Time [h] Renew. Sustain. Energy Rev., vol. 120, no. October 2019, p. 109643, 2020.

J. H. Angelim and C. De M Affonso, “Probabilistic Impact Assessment of Electric Vehicles Charging on Low Voltage Distribution Systems,” 2019 IEEE PES Conf. Innov. Smart Grid Technol. ISGT Lat. Am. 2019, no. 2, pp. 1–6, 2019.

M. S. Rawat and S. Vadhera, “Probabilistic Approach to Determine Penetration of Hybrid Renewable DGs in Distribution Network Based on Voltage Stability Index,” Arab. J. Sci. Eng., vol. 45, no. 3, pp. 1473–1498, 2020.

G. E. Constante-Flores and M. S. Illindala, “Data-driven probabilistic power flow analysis for a distribution system with renewable energy sources using Monte Carlo simulation,” IEEE Trans. Ind. Appl., vol. 55, no. 1, pp. 174–181, 2019.

S. Deb, K. Tammi, K. Kalita, and P. Mahanta, “Impact of electric vehicle charging station load on distribution network,” Energies, vol. 11, no. 1, pp. 1–25, 2018.

D. Chathurangi, U. Jayatunga, M. Rathnayake, A. Wickramasinghe, A. Agalgaonkar, and S. Perera, “Potential power quality impacts on LV distribution networks with high penetration levels of solar PV,” Proc. Int. Conf. Harmon. Qual. Power, ICHQP, vol. 2018-May, pp. 1–6, 2018.

S. R. Castano, Redes De Distribucion De Energia, Tercera. Manizales, Colombia: Universidad Nacional de Colombia.

ESSA S.A. E.S.P., “Normas para cálculo y diseño de sistemas de distribución.” Bucaramanga, Colombia, p. 181, 2004.

B. R. Prusty and D. Jena, “A critical review on probabilistic load flow studies in uncertainty constrained power systems with photovoltaic generation and a new approach,” Renew. Sustain. Energy Rev., vol. 69, no. July 2015, pp. 1286–1302, 2017.

W. H. Kerting, “Radial distribution test feeders IEEE distribution planning working group report,” IEEE Trans. Power Syst., vol. 6, no. 3, pp. 975–985, 1991.

T. Adefarati and R. C. Bansal, “Integration of renewable distributed generators into the distribution system: A review,” IET Renew. Power Gener., vol. 10, no. 7, pp. 873–884, 2016.

L. F. Buitrago and J. M. López, “Valoración de los impactos técnicos de la generación distribuida en sistemas de energía eléctrica,” pp. 50–60, 2013.

M. Karimi, H. Mokhlis, K. Naidu, S. Uddin, and A. H. A. Bakar, “Photovoltaic penetration issues and impacts in distribution network – A review,” Renew. Sustain. Energy Rev., vol. 53, pp. 594–605, Jan. 2016.

CREG, UTP, and Centro de Energía, “Estudio para el Diseño de Indicadores de Seguimiento y Evaluación de la Integración de la Autogeneración y la Generación Distribuida en el Sistema Interconectado Nacional,” Bogotá, 2019.

Institute of Electrical and Electronics Engineers, IEEE Std 1159 - IEEE Recommended Practice for Monitoring Electric Power Quality., vol. 2009, no. June. 2009.

Cómo citar

APA

Cadena Zarate, C. D., Caballero-Peña, J. . y Osma-Pinto, G. . (2023). Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, 10. https://revistas.unal.edu.co/index.php/SICEL/article/view/96345

ACM

[1]
Cadena Zarate, C.D., Caballero-Peña, J. y Osma-Pinto, G. 2023. Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL. 10, (mar. 2023).

ACS

(1)
Cadena Zarate, C. D.; Caballero-Peña, J. .; Osma-Pinto, G. . Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches. SICEL 2023, 10.

ABNT

CADENA ZARATE, C. D.; CABALLERO-PEÑA, J. .; OSMA-PINTO, G. . Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, [S. l.], v. 10, 2023. Disponível em: https://revistas.unal.edu.co/index.php/SICEL/article/view/96345. Acesso em: 7 feb. 2025.

Chicago

Cadena Zarate, Cristian David, Juan Caballero-Peña, y German Osma-Pinto. 2023. «Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches». Simposio Internacional Sobre La Calidad De La Energía Eléctrica - SICEL 10 (marzo). https://revistas.unal.edu.co/index.php/SICEL/article/view/96345.

Harvard

Cadena Zarate, C. D., Caballero-Peña, J. . y Osma-Pinto, G. . (2023) «Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches», Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, 10. Disponible en: https://revistas.unal.edu.co/index.php/SICEL/article/view/96345 (Accedido: 7 febrero 2025).

IEEE

[1]
C. D. Cadena Zarate, J. . Caballero-Peña, y G. . Osma-Pinto, «Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches», SICEL, vol. 10, mar. 2023.

MLA

Cadena Zarate, C. D., J. . Caballero-Peña, y G. . Osma-Pinto. «Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches». Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, vol. 10, marzo de 2023, https://revistas.unal.edu.co/index.php/SICEL/article/view/96345.

Turabian

Cadena Zarate, Cristian David, Juan Caballero-Peña, y German Osma-Pinto. «Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches». Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL 10 (marzo 21, 2023). Accedido febrero 7, 2025. https://revistas.unal.edu.co/index.php/SICEL/article/view/96345.

Vancouver

1.
Cadena Zarate CD, Caballero-Peña J, Osma-Pinto G. Hourly Impact Analysis of PV Systems and Electric Vehicles in a distribution network from deterministic and probabilistic approaches. SICEL [Internet]. 21 de marzo de 2023 [citado 7 de febrero de 2025];10. Disponible en: https://revistas.unal.edu.co/index.php/SICEL/article/view/96345

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