IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i9p3076-d800053.html
   My bibliography  Save this article

An Improved Technique of Hybridization of PSO for the Optimal Coordination of Directional Overcurrent Protection Relays of IEEE Bus System

Author

Listed:
  • Kashif Habib

    (Department of Electronic Computer-Aided Design, Xidian University, Xi’an 710071, China)

  • Xinquan Lai

    (Department of Electronic Computer-Aided Design, Xidian University, Xi’an 710071, China)

  • Abdul Wadood

    (Department of Electrical Engineering, Air University Islamabad, Aerospace and Aviation Campus, Kamra 43570, Pakistan)

  • Shahbaz Khan

    (Department of Electrical Engineering, Air University Islamabad, Aerospace and Aviation Campus, Kamra 43570, Pakistan)

  • Yuheng Wang

    (Department of Electronic Computer-Aided Design, Xidian University, Xi’an 710071, China)

  • Siting Xu

    (Department of Electronic Computer-Aided Design, Xidian University, Xi’an 710071, China)

Abstract

The use of a directional overcurrent protection relay (DOPR) to protect an electrical power system is a crucial instrument for keeping the system dynamic and avoiding undue interruption. The coordination of a DOPR’s primary and backup relays is modelled as a highly constrained optimization problem. The goal is to determine an ideal value that will reduce the overall working time of all primary relays. The coordination is accomplished by the use of particle swarm optimization hybridization (HPSO). Comprehensive simulation experiments are carried out to evaluate the efficacy of the proposed HPSO by employing the time multiplier setting (TMS) and plug setting (PS) as an optimization variable and constant, respectively. The HPSO has been examined satisfactorily utilizing certain IEEE benchmark test systems (9-bus and 14-bus). The outcomes are contrasted with earlier heuristics and evolutionary approaches. Based on the acquired findings, it is clear that the obtained results exceed the other conventional and state of the art procedures in terms of total DOPR operation and the computing time necessary to achieve the global optimal solution.

Suggested Citation

  • Kashif Habib & Xinquan Lai & Abdul Wadood & Shahbaz Khan & Yuheng Wang & Siting Xu, 2022. "An Improved Technique of Hybridization of PSO for the Optimal Coordination of Directional Overcurrent Protection Relays of IEEE Bus System," Energies, MDPI, vol. 15(9), pages 1-17, April.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:9:p:3076-:d:800053
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/9/3076/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/15/9/3076/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Abdul Wadood & Saeid Gholami Farkoush & Tahir Khurshaid & Jiang-Tao Yu & Chang-Hwan Kim & Sang-Bong Rhee, 2019. "Application of the JAYA Algorithm in Solving the Problem of the Optimal Coordination of Overcurrent Relays in Single- and Multi-Loop Distribution Systems," Complexity, Hindawi, vol. 2019, pages 1-13, December.
    2. Muhammad Sulaiman & Waseem & Shakoor Muhammad & Asfandyar Khan, 2018. "Improved Solutions for the Optimal Coordination of DOCRs Using Firefly Algorithm," Complexity, Hindawi, vol. 2018, pages 1-15, February.
    3. Ming-Ta Yang & An Liu, 2013. "Applying Hybrid PSO to Optimize Directional Overcurrent Relay Coordination in Variable Network Topologies," Journal of Applied Mathematics, Hindawi, vol. 2013, pages 1-9, March.
    4. Abdul Wadood & Tahir Khurshaid & Saeid Gholami Farkoush & Jiangtao Yu & Chang-Hwan Kim & Sang-Bong Rhee, 2019. "Nature-Inspired Whale Optimization Algorithm for Optimal Coordination of Directional Overcurrent Relays in Power Systems," Energies, MDPI, vol. 12(12), pages 1-27, June.
    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. Tareq Foqha & Maher Khammash & Samer Alsadi & Osama Omari & Shady S. Refaat & Khaled Al-Qawasmi & Ali Elrashidi, 2023. "Optimal Coordination of Directional Overcurrent Relays Using Hybrid Firefly–Genetic Algorithm," Energies, MDPI, vol. 16(14), pages 1-28, July.
    2. Yuheng Wang & Kashif Habib & Abdul Wadood & Shahbaz Khan, 2023. "The Hybridization of PSO for the Optimal Coordination of Directional Overcurrent Protection Relays of the IEEE Bus System," Energies, MDPI, vol. 16(9), pages 1-21, April.

    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. Michele Rojnić & Rene Prenc & Hrvoje Bulat & Dubravko Franković, 2022. "A Comprehensive Assessment of Fundamental Overcurrent Relay Operation Optimization Function and Its Constraints," Energies, MDPI, vol. 15(4), pages 1-20, February.
    2. Faraj Al-Bhadely & Aslan İnan, 2023. "Improving Directional Overcurrent Relay Coordination in Distribution Networks for Optimal Operation Using Hybrid Genetic Algorithm with Sequential Quadratic Programming," Energies, MDPI, vol. 16(20), pages 1-21, October.
    3. Muhammad Irfan & Abdul Wadood & Tahir Khurshaid & Bakht Muhammad Khan & Ki-Chai Kim & Seung-Ryle Oh & Sang-Bong Rhee, 2021. "An Optimized Adaptive Protection Scheme for Numerical and Directional Overcurrent Relay Coordination Using Harris Hawk Optimization," Energies, MDPI, vol. 14(18), pages 1-21, September.
    4. Yuheng Wang & Kashif Habib & Abdul Wadood & Shahbaz Khan, 2023. "The Hybridization of PSO for the Optimal Coordination of Directional Overcurrent Protection Relays of the IEEE Bus System," Energies, MDPI, vol. 16(9), pages 1-21, April.
    5. Shilpi & Arvind Kumar, 2023. "A localization algorithm using reliable anchor pair selection and Jaya algorithm for wireless sensor networks," Telecommunication Systems: Modelling, Analysis, Design and Management, Springer, vol. 82(2), pages 277-289, February.
    6. Waseem, Waseem & Sulaiman, M. & Aljohani, Abdulah Jeza, 2020. "Investigation of fractional models of damping material by a neuroevolutionary approach," Chaos, Solitons & Fractals, Elsevier, vol. 140(C).
    7. Mahmoud Abdelsalam & Hatem Y. Diab, 2019. "Optimal Coordination of DOC Relays Incorporated into a Distributed Generation-Based Micro-Grid Using a Meta-Heuristic MVO Algorithm," Energies, MDPI, vol. 12(21), pages 1-16, October.
    8. Abdul Wadood & Chang-Hwan Kim & Tahir Khurshiad & Saeid Gholami Farkoush & Sang-Bong Rhee, 2018. "Application of a Continuous Particle Swarm Optimization (CPSO) for the Optimal Coordination of Overcurrent Relays Considering a Penalty Method," Energies, MDPI, vol. 11(4), pages 1-20, April.
    9. Ahmed M. Agwa & Attia A. El-Fergany, 2023. "Protective Relaying Coordination in Power Systems Comprising Renewable Sources: Challenges and Future Insights," Sustainability, MDPI, vol. 15(9), pages 1-25, April.
    10. Thiramuni Sisitha Sameera Senarathna & Kullappu Thantrige Manjula Udayanga Hemapala, 2020. "Optimized Adaptive Overcurrent Protection Using Hybridized Nature-Inspired Algorithm and Clustering in Microgrids," Energies, MDPI, vol. 13(13), pages 1-23, June.
    11. Abdul Wadood & Tahir Khurshaid & Saeid Gholami Farkoush & Jiangtao Yu & Chang-Hwan Kim & Sang-Bong Rhee, 2019. "Nature-Inspired Whale Optimization Algorithm for Optimal Coordination of Directional Overcurrent Relays in Power Systems," Energies, MDPI, vol. 12(12), pages 1-27, June.
    12. Abdelmonem Draz & Mahmoud M. Elkholy & Attia A. El-Fergany, 2023. "Automated Settings of Overcurrent Relays Considering Transformer Phase Shift and Distributed Generators Using Gorilla Troops Optimizer," Mathematics, MDPI, vol. 11(3), pages 1-25, February.
    13. Tareq Foqha & Maher Khammash & Samer Alsadi & Osama Omari & Shady S. Refaat & Khaled Al-Qawasmi & Ali Elrashidi, 2023. "Optimal Coordination of Directional Overcurrent Relays Using Hybrid Firefly–Genetic Algorithm," Energies, MDPI, vol. 16(14), pages 1-28, 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:15:y:2022:i:9:p:3076-:d:800053. 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.