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A Virtual Tool for Load Flow Analysis in a Micro-Grid

Author

Listed:
  • Giovanni Artale

    (Department of Engineering, Università degli Studi di Palermo, 90128 Palermo, Italy)

  • Giuseppe Caravello

    (Department of Engineering, Università degli Studi di Palermo, 90128 Palermo, Italy)

  • Antonio Cataliotti

    (Department of Engineering, Università degli Studi di Palermo, 90128 Palermo, Italy)

  • Valentina Cosentino

    (Department of Engineering, Università degli Studi di Palermo, 90128 Palermo, Italy)

  • Dario Di Cara

    (Institute of Marine Engineering (INM), National Research Council (CNR), 90146 Palermo, Italy)

  • Salvatore Guaiana

    (Department of Engineering, Università degli Studi di Palermo, 90128 Palermo, Italy)

  • Ninh Nguyen Quang

    (Institute of Energy Science, Vietnam Academy of Science and Technology, Hanoi 100000, Vietnam)

  • Marco Palmeri

    (Department of Engineering, Università degli Studi di Palermo, 90128 Palermo, Italy)

  • Nicola Panzavecchia

    (Institute of Marine Engineering (INM), National Research Council (CNR), 90146 Palermo, Italy)

  • Giovanni Tinè

    (Institute of Marine Engineering (INM), National Research Council (CNR), 90146 Palermo, Italy)

Abstract

This paper proposes a virtual tool for load flow analysis in energy distribution systems of micro-grids. The solution is based on a low-cost measurement architecture, which entails low-voltage power measurements in each secondary substation and a voltage measurement at the beginning of the medium voltage (MV) feeder. The proposed virtual tool periodically queries these instruments to acquire the measurements. Then, it implements a backward–forward load flow algorithm, to evaluate the power flow in each branch and the voltage at each node. The virtual tool performances are validated using power measurements acquired at the beginning of each MV feeder. The uncertainties on each calculated quantity are also evaluated starting from the uncertainties due to the used measurement instruments. Moreover, the influence of the line parameter uncertainties on the evaluated quantities is also considered. The validated tool is useful for the online analysis of power flows and also for planning purposes, as it allows verifying the influence of future distributed generator power injection. In fact, the tool is able to off-line perform the load flow calculation in differently distributed generation scenarios. The micro-grid of Favignana Island was used as a case study to test the developed virtual tool.

Suggested Citation

  • Giovanni Artale & Giuseppe Caravello & Antonio Cataliotti & Valentina Cosentino & Dario Di Cara & Salvatore Guaiana & Ninh Nguyen Quang & Marco Palmeri & Nicola Panzavecchia & Giovanni Tinè, 2020. "A Virtual Tool for Load Flow Analysis in a Micro-Grid," Energies, MDPI, vol. 13(12), pages 1-26, June.
    • Handle: RePEc:gam:jeners:v:13:y:2020:i:12:p:3173-:d:373511
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    References listed on IDEAS

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    1. Giovanni Artale & Antonio Cataliotti & Valentina Cosentino & Dario Di Cara & Salvatore Guaiana & Enrico Telaretti & Nicola Panzavecchia & Giovanni Tinè, 2019. "Incremental Heuristic Approach for Meter Placement in Radial Distribution Systems," Energies, MDPI, vol. 12(20), pages 1-17, October.
    2. Edoardo De Din & Marco Pau & Ferdinanda Ponci & Antonello Monti, 2020. "A Coordinated Voltage Control for Overvoltage Mitigation in LV Distribution Grids," Energies, MDPI, vol. 13(8), pages 1-20, April.
    3. Kotzebue, Julia R. & Weissenbacher, Manfred, 2020. "The EU's Clean Energy strategy for islands: A policy perspective on Malta's spatial governance in energy transition," Energy Policy, Elsevier, vol. 139(C).
    4. Mojgan Hojabri & Ulrich Dersch & Antonios Papaemmanouil & Peter Bosshart, 2019. "A Comprehensive Survey on Phasor Measurement Unit Applications in Distribution Systems," Energies, MDPI, vol. 12(23), pages 1-23, November.
    5. Mihai Sanduleac & Gianluca Lipari & Antonello Monti & Artemis Voulkidis & Gianluca Zanetto & Antonello Corsi & Lucian Toma & Giampaolo Fiorentino & Dumitru Federenciuc, 2017. "Next Generation Real-Time Smart Meters for ICT Based Assessment of Grid Data Inconsistencies," Energies, MDPI, vol. 10(7), pages 1-16, June.
    6. Antonio Delle Femine & Daniele Gallo & Carmine Landi & Mario Luiso, 2019. "The Design of a Low Cost Phasor Measurement Unit," Energies, MDPI, vol. 12(14), pages 1-15, July.
    7. Kabalci, Yasin, 2016. "A survey on smart metering and smart grid communication," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 302-318.
    8. Alberto Sendin & Ivan Peña & Pablo Angueira, 2014. "Strategies for Power Line Communications Smart Metering Network Deployment," Energies, MDPI, vol. 7(4), pages 1-44, April.
    9. Giovanni Artale & Antonio Cataliotti & Valentina Cosentino & Dario Di Cara & Riccardo Fiorelli & Salvatore Guaiana & Nicola Panzavecchia & Giovanni Tinè, 2019. "A New Coupling Solution for G3-PLC Employment in MV Smart Grids," Energies, MDPI, vol. 12(13), pages 1-23, June.
    10. Athila Quaresma Santos & Zheng Ma & Casper Gellert Olsen & Bo Nørregaard Jørgensen, 2018. "Framework for Microgrid Design Using Social, Economic, and Technical Analysis," Energies, MDPI, vol. 11(10), pages 1-22, October.
    11. Mirko Ginocchi & Amir Ahmadifar & Ferdinanda Ponci & Antonello Monti, 2020. "Application of a Smart Grid Interoperability Testing Methodology in a Real-Time Hardware-In-The-Loop Testing Environment," Energies, MDPI, vol. 13(7), pages 1-25, April.
    12. Sharma, Konark & Saini, Lalit Mohan, 2017. "Power-line communications for smart grid: Progress, challenges, opportunities and status," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 704-751.
    13. Stefano Rinaldi & Marco Pasetti & Emiliano Sisinni & Federico Bonafini & Paolo Ferrari & Mattia Rizzi & Alessandra Flammini, 2018. "On the Mobile Communication Requirements for the Demand-Side Management of Electric Vehicles," Energies, MDPI, vol. 11(5), pages 1-27, May.
    14. Javier Mendoza-Vizcaino & Andreas Sumper & Samuel Galceran-Arellano, 2017. "PV, Wind and Storage Integration on Small Islands for the Fulfilment of the 50-50 Renewable Electricity Generation Target," Sustainability, MDPI, vol. 9(6), pages 1-29, May.
    15. Basanta Raj Pokhrel & Birgitte Bak-Jensen & Jayakrishnan R. Pillai, 2019. "Integrated Approach for Network Observability and State Estimation in Active Distribution Grid," Energies, MDPI, vol. 12(12), pages 1-17, June.
    16. Nikoleta Andreadou & Miguel Olariaga Guardiola & Gianluca Fulli, 2016. "Telecommunication Technologies for Smart Grid Projects with Focus on Smart Metering Applications," Energies, MDPI, vol. 9(5), pages 1-35, May.
    17. Thiago Mota Soares & Ubiratan Holanda Bezerra & Maria Emília de Lima Tostes, 2019. "Full-Observable Three-Phase State Estimation Algorithm Applied to Electric Distribution Grids," Energies, MDPI, vol. 12(7), pages 1-16, April.
    18. Eleonora Riva Sanseverino & Maria Luisa Di Silvestre & Gaetano Zizzo & Roberto Gallea & Ninh Nguyen Quang, 2013. "A Self-Adapting Approach for Forecast-Less Scheduling of Electrical Energy Storage Systems in a Liberalized Energy Market," Energies, MDPI, vol. 6(11), pages 1-22, November.
    19. Dileep, G., 2020. "A survey on smart grid technologies and applications," Renewable Energy, Elsevier, vol. 146(C), pages 2589-2625.
    20. Alves, M. & Segurado, R. & Costa, M., 2020. "On the road to 100% renewable energy systems in isolated islands," Energy, Elsevier, vol. 198(C).
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    2. Boscaino, Valeria & Ditta, Vito & Marsala, Giuseppe & Panzavecchia, Nicola & Tinè, Giovanni & Cosentino, Valentina & Cataliotti, Antonio & Di Cara, Dario, 2024. "Grid-connected photovoltaic inverters: Grid codes, topologies and control techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    3. Paweł Pijarski & Piotr Kacejko, 2021. "Voltage Optimization in MV Network with Distributed Generation Using Power Consumption Control in Electrolysis Installations," Energies, MDPI, vol. 14(4), pages 1-21, February.
    4. Marcel Nicola & Claudiu-Ionel Nicola, 2021. "Fractional-Order Control of Grid-Connected Photovoltaic System Based on Synergetic and Sliding Mode Controllers," Energies, MDPI, vol. 14(2), pages 1-25, January.

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