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Optimal Voltage Control in Distribution Systems with Intermittent PV Using Multiobjective Grey-Wolf-Lévy Optimizer

  • Identification data

    Identifier: imarina:6185836
    Authors:
    Mahmoud KHussein MMAbdel-Nasser MLehtonen M
    Abstract:
    © 2007-2012 IEEE. The intermittent photovoltaic (PV) units significantly affect the performance of distribution systems, and they often cause several operational problems, most importantly, voltage rise/drop. At high PV penetration, excessive tap movements of transformers and high curtailed PV power are expected to completely solve the voltage violation problem. In this paper, we propose an optimal voltage control method for distribution systems considering the number of tap movements of transformers and the active power curtailment of PV units. The objective function of the proposed method comprises: 1) voltage drop violation, 2) voltage rise violation, 3) tap movement rate (TMR) of transformers, and 4) curtailed power of PV (CPPV). A multiobjective grey wolf optimizer integrated with a Lévy mutation operator (GWO-Lévy) is formulated to accurately solve the voltage control problem. A 24-h simulation is performed on the 119-bus distribution system with PV and different types of loads. The performance of GWO-Lévy is compared with three other optimizers, finding that it achieves the best performance. The simulation results demonstrate the efficacy of the proposed method for solving the voltage violation problem with PV while simultaneously optimizing TMR and CPPV.
  • Others:

    Author, as appears in the article.: Mahmoud K; Hussein MM; Abdel-Nasser M; Lehtonen M
    Department: Enginyeria Informàtica i Matemàtiques
    URV's Author/s: Abdelnasser Mohamed Mahmoud, Mohamed
    Keywords: Voltage rise Voltage drop Transformers Tap changer Rise mitigation Photovoltaic (pv) Penetration Lévy operator Greywolf optimizer (gwo) Grey wolf optimizer (gwo) Generation Distribution systems Distribution network Coordinated control Capacitors Algorithm
    Abstract: © 2007-2012 IEEE. The intermittent photovoltaic (PV) units significantly affect the performance of distribution systems, and they often cause several operational problems, most importantly, voltage rise/drop. At high PV penetration, excessive tap movements of transformers and high curtailed PV power are expected to completely solve the voltage violation problem. In this paper, we propose an optimal voltage control method for distribution systems considering the number of tap movements of transformers and the active power curtailment of PV units. The objective function of the proposed method comprises: 1) voltage drop violation, 2) voltage rise violation, 3) tap movement rate (TMR) of transformers, and 4) curtailed power of PV (CPPV). A multiobjective grey wolf optimizer integrated with a Lévy mutation operator (GWO-Lévy) is formulated to accurately solve the voltage control problem. A 24-h simulation is performed on the 119-bus distribution system with PV and different types of loads. The performance of GWO-Lévy is compared with three other optimizers, finding that it achieves the best performance. The simulation results demonstrate the efficacy of the proposed method for solving the voltage violation problem with PV while simultaneously optimizing TMR and CPPV.
    Thematic Areas: Telecommunications Operations research & management science Interdisciplinar Information systems Engineering, electrical & electronic Engenharias iv Engenharias iii Engenharias i Electrical and electronic engineering Control and systems engineering Computer science, information systems Computer science applications Computer networks and communications Ciência da computação Biotecnología
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 1932-8184
    Author's mail: mohamed.abdelnasser@urv.cat
    Author identifier: 0000-0002-1074-2441
    Record's date: 2023-05-13
    Papper version: info:eu-repo/semantics/acceptedVersion
    Link to the original source: https://ieeexplore.ieee.org/document/8798754
    Papper original source: Ieee Systems Journal. 14 (1): 760-770
    APA: Mahmoud K; Hussein MM; Abdel-Nasser M; Lehtonen M (2020). Optimal Voltage Control in Distribution Systems with Intermittent PV Using Multiobjective Grey-Wolf-Lévy Optimizer. Ieee Systems Journal, 14(1), 760-770. DOI: 10.1109/JSYST.2019.2931829
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Article's DOI: 10.1109/JSYST.2019.2931829
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2020
    Publication Type: Journal Publications
  • Keywords:

    Computer Networks and Communications,Computer Science Applications,Computer Science, Information Systems,Control and Systems Engineering,Electrical and Electronic Engineering,Engineering, Electrical & Electronic,Information Systems,Operations Research & Management Science,Telecommunications
    Voltage rise
    Voltage drop
    Transformers
    Tap changer
    Rise mitigation
    Photovoltaic (pv)
    Penetration
    Lévy operator
    Greywolf optimizer (gwo)
    Grey wolf optimizer (gwo)
    Generation
    Distribution systems
    Distribution network
    Coordinated control
    Capacitors
    Algorithm
    Telecommunications
    Operations research & management science
    Interdisciplinar
    Information systems
    Engineering, electrical & electronic
    Engenharias iv
    Engenharias iii
    Engenharias i
    Electrical and electronic engineering
    Control and systems engineering
    Computer science, information systems
    Computer science applications
    Computer networks and communications
    Ciência da computação
    Biotecnología
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