IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/95895.html
   My bibliography  Save this paper

Economic Self-Operation of Microgrids By Gravitational Emulation Local Search Algorithm

Author

Listed:
  • Khazaei, Ehsan
  • Jamaledini, Ashkan
  • Soltani, Ali

Abstract

Islanded microgrid (MG) is a microgrid which is disconnected from the main network and therefore it is safe and has lead to one of the most important challenges in the power system operation. In the case of higher price in the market, the islanded MG offers a lower operational cost. On the other hand, the nonlinear attribute of optimal operation of the islanded MG has made difficulties in using such systems. To overcome this obstacle, a new heuristic method known as the Gravitational Emulation Local Search Algorithm (GELSA) is proposed in this paper in order to solve the problem. The efficiency of the technique is examined on a modified IEEE 30 bus test network.

Suggested Citation

  • Khazaei, Ehsan & Jamaledini, Ashkan & Soltani, Ali, 2019. "Economic Self-Operation of Microgrids By Gravitational Emulation Local Search Algorithm," MPRA Paper 95895, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:95895
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/95895/1/MPRA_paper_95895.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chen, Yahong & Deng, Changhong & Yao, Weiwei & Liang, Ning & Xia, Pei & Cao, Peng & Dong, Yiwang & Zhang, Yuan-ao & Liu, Zhichao & Li, Dinglin & Chen, Man & Peng, Peng, 2019. "Impacts of stochastic forecast errors of renewable energy generation and load demands on microgrid operation," Renewable Energy, Elsevier, vol. 133(C), pages 442-461.
    2. Almada, J.B. & Leão, R.P.S. & Sampaio, R.F. & Barroso, G.C., 2016. "A centralized and heuristic approach for energy management of an AC microgrid," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1396-1404.
    3. Zhang, Yan & Meng, Fanlin & Wang, Rui & Kazemtabrizi, Behzad & Shi, Jianmai, 2019. "Uncertainty-resistant stochastic MPC approach for optimal operation of CHP microgrid," Energy, Elsevier, vol. 179(C), pages 1265-1278.
    Full references (including those not matched with items on IDEAS)

    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. Khazaei, Ehsan & Jamaledini, Ashkan & Soltani, Ali, 2020. "Economic Operation of Islanded Microgrids Based on the Region Search Evolutionary Algorithm," MPRA Paper 102092, University Library of Munich, Germany.
    2. Jamaledini, Ashkan & Khazaei, Ehsan & Bitaraf, Mohammd, 2019. "Solving the Grid-Connected Microgrid Operation by JAYA Algorithm," MPRA Paper 94277, University Library of Munich, Germany.
    3. Khazaei, Ehsan & Jamaledini, Ashkan, 2019. "Islanded Microgrid Operation Based on the Chaotic Crow Search Algorithm," MPRA Paper 94278, University Library of Munich, Germany.
    4. Jamaledini, Ashkan & Soltani, Ali & Khazaei, Ehsan, 2020. "Region Search Optimization Algorithm for Economic Energy Management of Grid-Connected Mode Microgrid," MPRA Paper 102094, University Library of Munich, Germany.
    5. Seruca, Manuel & Mota, Andrade & Rodrigues, David, 2019. "Solving the Economic Scheduling of Grid-Connected Microgrid Based on the Strength Pareto Approach," MPRA Paper 95391, University Library of Munich, Germany.
    6. Jamaledini, Ashkan & Khazaei, Ehsan & Bitaraf, Mohammad, 2019. "Solving the Grid-Connected Microgrid Operation by Teaching Learning Based Optimization Algorithm," MPRA Paper 94276, University Library of Munich, Germany.
    7. Bayat, Alireza & Mahdavi, Sadegh & Mirzaei, Farzad, 2019. "Self- Supplied Microgrid Economic Scheduling Based on Modified Multiverse Evolutionary Algorithm," MPRA Paper 95892, University Library of Munich, Germany.
    8. Tavaro, Mehdi & Noori, Ehsan & Khazei, Ehsan & Bardideh, Farhad, 2019. "Microgrid Economic Operation Under Islanded Mode Using Charge System Search Algorithm," MPRA Paper 95911, University Library of Munich, Germany.
    9. Mahdavi, Sadegh & Bayat, Alireza & Khazaei, Ehsan & Jamaledini, Ashkan, 2019. "Economic Operation of Self-Sustained Microgrid Optimal Operation by Multiobjective Evolutionary Algorithm Based on Decomposition," MPRA Paper 95393, University Library of Munich, Germany.
    10. Khazaei, Ehsan & Jamaledini, Ashkan, 2019. "Optimal Operation of Islanded Microgrid Operation Based on the JAYA Optimization Algorithm," MPRA Paper 94279, University Library of Munich, Germany.
    11. Restrepo, Mauricio & Cañizares, Claudio A. & Simpson-Porco, John W. & Su, Peter & Taruc, John, 2021. "Optimization- and Rule-based Energy Management Systems at the Canadian Renewable Energy Laboratory microgrid facility," Applied Energy, Elsevier, vol. 290(C).
    12. Felix Garcia-Torres & Ascension Zafra-Cabeza & Carlos Silva & Stephane Grieu & Tejaswinee Darure & Ana Estanqueiro, 2021. "Model Predictive Control for Microgrid Functionalities: Review and Future Challenges," Energies, MDPI, vol. 14(5), pages 1-26, February.
    13. Víctor Sanz i López & Ramon Costa-Castelló & Carles Batlle, 2022. "Literature Review of Energy Management in Combined Heat and Power Systems Based on High-Temperature Proton Exchange Membrane Fuel Cells for Residential Comfort Applications," Energies, MDPI, vol. 15(17), pages 1-22, September.
    14. Younes Zahraoui & Ibrahim Alhamrouni & Saad Mekhilef & M. Reyasudin Basir Khan & Mehdi Seyedmahmoudian & Alex Stojcevski & Ben Horan, 2021. "Energy Management System in Microgrids: A Comprehensive Review," Sustainability, MDPI, vol. 13(19), pages 1-33, September.
    15. Bellenbaum, Julia & Höckner, Jonas & Weber, Christoph, 2022. "Designing flexibility procurement markets for congestion management – investigating two-stage procurement auctions," Energy Economics, Elsevier, vol. 106(C).
    16. Ji, Ling & Liang, Xiaolin & Xie, Yulei & Huang, Guohe & Wang, Bing, 2021. "Optimal design and sensitivity analysis of the stand-alone hybrid energy system with PV and biomass-CHP for remote villages," Energy, Elsevier, vol. 225(C).
    17. Chaduvula, Hemanth & Das, Debapriya, 2023. "Analysis of microgrid configuration with optimal power injection from grid using point estimate method embedded fuzzy-particle swarm optimization," Energy, Elsevier, vol. 282(C).
    18. Mahdavi, Sadegh & Bayat, Alireza & Mirzaei, Farzad, 2019. "Economic Operation of Grid-Connected Microgrid By Multiverse Optimization Algorithm," MPRA Paper 95893, University Library of Munich, Germany.
    19. Zheng, Lingwei & Zhou, Xingqiu & Qiu, Qi & Yang, Lan, 2020. "Day-ahead optimal dispatch of an integrated energy system considering time-frequency characteristics of renewable energy source output," Energy, Elsevier, vol. 209(C).
    20. Luis Gomes & Filipe Sousa & Tiago Pinto & Zita Vale, 2019. "A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge," Energies, MDPI, vol. 12(9), pages 1-15, April.

    More about this item

    Keywords

    Economic operation; power market; power economic; microgrid;
    All these keywords.

    JEL classification:

    • A1 - General Economics and Teaching - - General Economics
    • C0 - Mathematical and Quantitative Methods - - General
    • H0 - Public Economics - - General
    • L0 - Industrial Organization - - General
    • L6 - Industrial Organization - - Industry Studies: Manufacturing
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:pra:mprapa:95895. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.