IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v13y2020i7p1668-d340786.html
   My bibliography  Save this article

Impact Evaluation of Grid-Connected PV Systems on PQ Parameters by Comparative Analysis based on Inferential Statistics

Author

Listed:
  • German Osma-Pinto

    (School of Electrical, Electronics, and Telecommunications Engineering, Universidad Industrial de Santander, Bucaramanga 680002, Colombia)

  • María García-Rodríguez

    (School of Electrical, Electronics, and Telecommunications Engineering, Universidad Industrial de Santander, Bucaramanga 680002, Colombia)

  • Jeisson Moreno-Vargas

    (School of Electrical, Electronics, and Telecommunications Engineering, Universidad Industrial de Santander, Bucaramanga 680002, Colombia)

  • Cesar Duarte-Gualdrón

    (School of Electrical, Electronics, and Telecommunications Engineering, Universidad Industrial de Santander, Bucaramanga 680002, Colombia)

Abstract

The intermittent injection of power and the nature of power electronic devices used for photovoltaic (PV) systems can affect the power quality (PQ) of the grid to which they are connected. This study proposes to quantify and evaluate the impact of PV injection on the PQ of a low-voltage (LV) network by applying a statistical analysis through hypothesis testing for the mean comparison of populations of parameters with and without a PV system. The effects of PV power injection and load demand at the point of common coupling on PQ are monitored. The methodology includes the selection and monitoring of PQ, the use of a matrix for classification of data with similar load and PV power injection conditions, and the application of the Wilcoxon rank sum test. This methodology was applied to evaluate the impact of a 9.8 kWp PV system on the PQ of an LV network.

Suggested Citation

  • German Osma-Pinto & María García-Rodríguez & Jeisson Moreno-Vargas & Cesar Duarte-Gualdrón, 2020. "Impact Evaluation of Grid-Connected PV Systems on PQ Parameters by Comparative Analysis based on Inferential Statistics," Energies, MDPI, vol. 13(7), pages 1-19, April.
    • Handle: RePEc:gam:jeners:v:13:y:2020:i:7:p:1668-:d:340786
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/13/7/1668/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/13/7/1668/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Singh, Bindeshwar & Sharma, Janmejay, 2017. "A review on distributed generation planning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 529-544.
    2. Rita Pinto & Sílvio Mariano & Maria Do Rosário Calado & José Felippe De Souza, 2016. "Impact of Rural Grid-Connected Photovoltaic Generation Systems on Power Quality," Energies, MDPI, vol. 9(9), pages 1-15, September.
    3. Jain, Sanjay & Kalambe, Shilpa & Agnihotri, Ganga & Mishra, Anuprita, 2017. "Distributed generation deployment: State-of-the-art of distribution system planning in sustainable era," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 363-385.
    4. Singh, Bindeshwar & Pal, Charitra & Mukherjee, V. & Tiwari, Prabhakar & Yadav, Manish Kumar, 2017. "Distributed generation planning from power system performances viewpoints: A taxonomical survey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1472-1492.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jorge Luiz Moreira Pereira & Adonis Ferreira Raiol Leal & Gabriel Oliveira de Almeida & Maria Emília de Lima Tostes, 2021. "Harmonic Effects Due to the High Penetration of Photovoltaic Generation into a Distribution System," Energies, MDPI, vol. 14(13), pages 1-25, July.
    2. Javier Solano & Diego Jimenez & Adrian Ilinca, 2020. "A Modular Simulation Testbed for Energy Management in AC/DC Microgrids," Energies, MDPI, vol. 13(16), pages 1-23, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ibrahim Alotaibi & Mohammed A. Abido & Muhammad Khalid & Andrey V. Savkin, 2020. "A Comprehensive Review of Recent Advances in Smart Grids: A Sustainable Future with Renewable Energy Resources," Energies, MDPI, vol. 13(23), pages 1-41, November.
    2. Ehsan, Ali & Yang, Qiang, 2018. "Optimal integration and planning of renewable distributed generation in the power distribution networks: A review of analytical techniques," Applied Energy, Elsevier, vol. 210(C), pages 44-59.
    3. Mehigan, L. & Deane, J.P. & Gallachóir, B.P.Ó. & Bertsch, V., 2018. "A review of the role of distributed generation (DG) in future electricity systems," Energy, Elsevier, vol. 163(C), pages 822-836.
    4. Fernando Yanine & Antonio Sánchez-Squella & Aldo Barrueto & Antonio Parejo & Felisa Cordova & Hans Rother, 2020. "Grid-Tied Distributed Generation Systems to Sustain the Smart Grid Transformation: Tariff Analysis and Generation Sharing," Energies, MDPI, vol. 13(5), pages 1-19, March.
    5. Antoine Boche & Clément Foucher & Luiz Fernando Lavado Villa, 2022. "Understanding Microgrid Sustainability: A Systemic and Comprehensive Review," Energies, MDPI, vol. 15(8), pages 1-29, April.
    6. Alejandro López-González & Bruno Domenech & Laia Ferrer-Martí, 2021. "Sustainability Evaluation of Rural Electrification in Cuba: From Fossil Fuels to Modular Photovoltaic Systems: Case Studies from Sancti Spiritus Province," Energies, MDPI, vol. 14(9), pages 1-17, April.
    7. Sellak, Hamza & Ouhbi, Brahim & Frikh, Bouchra & Palomares, Iván, 2017. "Towards next-generation energy planning decision-making: An expert-based framework for intelligent decision support," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1544-1577.
    8. José Adriano da Costa & David Alves Castelo Branco & Max Chianca Pimentel Filho & Manoel Firmino de Medeiros Júnior & Neilton Fidelis da Silva, 2019. "Optimal Sizing of Photovoltaic Generation in Radial Distribution Systems Using Lagrange Multipliers," Energies, MDPI, vol. 12(9), pages 1-19, May.
    9. López-González, A. & Domenech, B. & Ferrer-Martí, L., 2018. "Lifetime, cost and fuel efficiency in diesel projects for rural electrification in Venezuela," Energy Policy, Elsevier, vol. 121(C), pages 152-161.
    10. López-González, A. & Ferrer-Martí, L. & Domenech, B., 2019. "Sustainable rural electrification planning in developing countries: A proposal for electrification of isolated communities of Venezuela," Energy Policy, Elsevier, vol. 129(C), pages 327-338.
    11. Chih-Lung Shen & You-Sheng Shen & Cheng-Tao Tsai, 2017. "Isolated DC-DC Converter for Bidirectional Power Flow Controlling with Soft-Switching Feature and High Step-Up/Down Voltage Conversion," Energies, MDPI, vol. 10(3), pages 1-23, March.
    12. Mohseni, Soheil & Brent, Alan C. & Kelly, Scott & Browne, Will N., 2022. "Demand response-integrated investment and operational planning of renewable and sustainable energy systems considering forecast uncertainties: A systematic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    13. Othón Aram Coronado de Koster & José Antonio Domínguez-Navarro, 2020. "Multi-Objective Tabu Search for the Location and Sizing of Multiple Types of FACTS and DG in Electrical Networks," Energies, MDPI, vol. 13(11), pages 1-18, May.
    14. Stavros Lazarou & Vasiliki Vita & Lambros Ekonomou, 2018. "Protection Schemes of Meshed Distribution Networks for Smart Grids and Electric Vehicles," Energies, MDPI, vol. 11(11), pages 1-17, November.
    15. Junhui Li & Tianyang Zhang & Lei Qi & Gangui Yan, 2017. "A Method for the Realization of an Interruption Generator Based on Voltage Source Converters," Energies, MDPI, vol. 10(10), pages 1-19, October.
    16. Mingqi Wang & Xinqiao Zheng, 2017. "Sensitivity Analysis of Time Length of Photovoltaic Output Power to Capacity Configuration of Energy Storage Systems," Energies, MDPI, vol. 10(10), pages 1-15, October.
    17. Anthony J. Christe & Sergey Negrashov & Philip M. Johnson, 2020. "Design, Implementation, and Evaluation of Open Power Quality," Energies, MDPI, vol. 13(15), pages 1-25, August.
    18. Su Su & Yong Hu & Tiantian Yang & Shidan Wang & Ziqi Liu & Xiangxiang Wei & Mingchao Xia & Yutaka Ota & Koji Yamashita, 2018. "Research on an Electric Vehicle Owner-Friendly Charging Strategy Using Photovoltaic Generation at Office Sites in Major Chinese Cities," Energies, MDPI, vol. 11(2), pages 1-19, February.
    19. Huilian Liao, 2019. "Review on Distribution Network Optimization under Uncertainty," Energies, MDPI, vol. 12(17), pages 1-21, September.
    20. Maen Z. Kreishan & Ahmed F. Zobaa, 2021. "Optimal Allocation and Operation of Droop-Controlled Islanded Microgrids: A Review," Energies, MDPI, vol. 14(15), pages 1-45, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:13:y:2020:i:7:p:1668-:d:340786. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.