IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v253y2022ics036054422201091x.html
   My bibliography  Save this article

Use of smart grid based wind resources in isolated power systems

Author

Listed:
  • Khasanzoda, Nasrullo
  • Safaraliev, Murodbek
  • Zicmane, Inga
  • Beryozkina, Svetlana
  • Rahimov, Jamshed
  • Ahyoev, Javod

Abstract

The optimization of both power consumption and balance of Smart Grid is required for online power control considering the use of alternative energy sources. A concept of “generating consumers” has been introduced for active consumers, leading to flexibly regulating the power flows, equalizing the load schedule, and minimizing the financial costs of consumed power. This study aimed to develop a new mathematical model of optimal both power consumption and balance considering the participation of “generating consumer” in the form of wind resources, which presents the intelligent system with a bidirectional power flow. The approach proposes a priority system to choose the optimal generation source, minimizing its material and financial costs based on the particle swarm optimization algorithm and holon concept. A high potential of own wind sources has been examined in a coastal zone of the Far East and on the Russky and Popov Islands. As result, Russky Island doesn't receive any additional income (max −433 EUR) since its power consumption cannot be covered even with bidirectional power flows while the Popov Island gains income (max 468 EUR) due to existing power excess. The efficiency of the developed software has been validated by using the gradient descent algorithm.

Suggested Citation

  • Khasanzoda, Nasrullo & Safaraliev, Murodbek & Zicmane, Inga & Beryozkina, Svetlana & Rahimov, Jamshed & Ahyoev, Javod, 2022. "Use of smart grid based wind resources in isolated power systems," Energy, Elsevier, vol. 253(C).
    • Handle: RePEc:eee:energy:v:253:y:2022:i:c:s036054422201091x
    DOI: 10.1016/j.energy.2022.124188
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S036054422201091X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2022.124188?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Alves, M. & Segurado, R. & Costa, M., 2019. "Increasing the penetration of renewable energy sources in isolated islands through the interconnection of their power systems. The case of Pico and Faial islands, Azores," Energy, Elsevier, vol. 182(C), pages 502-510.
    2. Hung, Tzu-Chieh & Chong, John & Chan, Kuei-Yuan, 2017. "Reducing uncertainty accumulation in wind-integrated electrical grid," Energy, Elsevier, vol. 141(C), pages 1072-1083.
    3. Anvari Ghulomzoda & Murodbek Safaraliev & Pavel Matrenin & Svetlana Beryozkina & Inga Zicmane & Pavel Gubin & Kamol Gulyamov & Nasim Saidov, 2021. "A Novel Approach of Synchronization of Microgrid with a Power System of Limited Capacity," Sustainability, MDPI, vol. 13(24), pages 1-17, December.
    4. Khasanzoda, Nasrullo & Zicmane, Inga & Beryozkina, Svetlana & Safaraliev, Murodbek & Sultonov, Sherkhon & Kirgizov, Alifbek, 2022. "Regression model for predicting the speed of wind flows for energy needs based on fuzzy logic," Renewable Energy, Elsevier, vol. 191(C), pages 723-731.
    5. Vadim Manusov & Svetlana Beryozkina & Muso Nazarov & Murodbek Safaraliev & Inga Zicmane & Pavel Matrenin & Anvari Ghulomzoda, 2022. "Optimal Management of Energy Consumption in an Autonomous Power System Considering Alternative Energy Sources," Mathematics, MDPI, vol. 10(3), pages 1-17, February.
    6. Al kez, Dlzar & Foley, Aoife M. & McIlwaine, Neil & Morrow, D. John & Hayes, Barry P. & Zehir, M. Alparslan & Mehigan, Laura & Papari, Behnaz & Edrington, Chris S. & Baran, Mesut, 2020. "A critical evaluation of grid stability and codes, energy storage and smart loads in power systems with wind generation," Energy, Elsevier, vol. 205(C).
    7. Tooryan, Fatemeh & HassanzadehFard, Hamid & Collins, Edward R. & Jin, Shuangshuang & Ramezani, Bahram, 2020. "Smart integration of renewable energy resources, electrical, and thermal energy storage in microgrid applications," Energy, Elsevier, vol. 212(C).
    8. Brumana, Giovanni & Franchini, Giuseppe & Ghirardi, Elisa & Perdichizzi, Antonio, 2022. "Techno-economic optimization of hybrid power generation systems: A renewables community case study," Energy, Elsevier, vol. 246(C).
    9. Zhang, Lizhi & Kuang, Jiyuan & Sun, Bo & Li, Fan & Zhang, Chenghui, 2020. "A two-stage operation optimization method of integrated energy systems with demand response and energy storage," Energy, Elsevier, vol. 208(C).
    10. Williams, Trevor & Wang, Dan & Crawford, Curran & Djilali, Ned, 2013. "Integrating renewable energy using a smart distribution system: Potential of self-regulating demand response," Renewable Energy, Elsevier, vol. 52(C), pages 46-56.
    11. Fan, Yi & Wang, Pengjun & Heidari, Ali Asghar & Chen, Huiling & HamzaTurabieh, & Mafarja, Majdi, 2022. "Random reselection particle swarm optimization for optimal design of solar photovoltaic modules," Energy, Elsevier, vol. 239(PA).
    12. Lamnatou, Chr. & Chemisana, D. & Cristofari, C., 2022. "Smart grids and smart technologies in relation to photovoltaics, storage systems, buildings and the environment," Renewable Energy, Elsevier, vol. 185(C), pages 1376-1391.
    13. Song, Dongran & Liu, Junbo & Yang, Yinggang & Yang, Jian & Su, Mei & Wang, Yun & Gui, Ning & Yang, Xuebing & Huang, Lingxiang & Hoon Joo, Young, 2021. "Maximum wind energy extraction of large-scale wind turbines using nonlinear model predictive control via Yin-Yang grey wolf optimization algorithm," Energy, Elsevier, vol. 221(C).
    14. Cabrera, Pedro & Lund, Henrik & Carta, José A., 2018. "Smart renewable energy penetration strategies on islands: The case of Gran Canaria," Energy, Elsevier, vol. 162(C), pages 421-443.
    15. Alves, M. & Segurado, R. & Costa, M., 2020. "On the road to 100% renewable energy systems in isolated islands," Energy, Elsevier, vol. 198(C).
    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. Liang, Hejun & Pirouzi, Sasan, 2024. "Energy management system based on economic Flexi-reliable operation for the smart distribution network including integrated energy system of hydrogen storage and renewable sources," Energy, Elsevier, vol. 293(C).
    2. Marcelino, C.G. & Leite, G.M.C. & Wanner, E.F. & Jiménez-Fernández, S. & Salcedo-Sanz, S., 2023. "Evaluating the use of a Net-Metering mechanism in microgrids to reduce power generation costs with a swarm-intelligent algorithm," Energy, Elsevier, vol. 266(C).
    3. Shubham, Shubham & Naik, Kevin & Sachar, Shivangi & Ianakiev, Anton, 2023. "Performance analysis of low Reynolds number vertical axis wind turbines using low-fidelity and mid-fidelity methods and wind conditions in the city of Nottingham," Energy, Elsevier, vol. 279(C).
    4. Tostado-Véliz, Marcos & Jordehi, Ahmad Rezaee & Mansouri, Seyed Amir & Jurado, Francisco, 2023. "A two-stage IGDT-stochastic model for optimal scheduling of energy communities with intelligent parking lots," Energy, Elsevier, vol. 263(PD).

    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. Østergaard, P.A. & Lund, H. & Thellufsen, J.Z. & Sorknæs, P. & Mathiesen, B.V., 2022. "Review and validation of EnergyPLAN," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    2. Anna Flessa & Dimitris Fragkiadakis & Eleftheria Zisarou & Panagiotis Fragkos, 2023. "Developing an Integrated Energy–Economy Model Framework for Islands," Energies, MDPI, vol. 16(3), pages 1-32, January.
    3. Vadim Manusov & Pavel Matrenin & Muso Nazarov & Svetlana Beryozkina & Murodbek Safaraliev & Inga Zicmane & Anvari Ghulomzoda, 2023. "Short-Term Prediction of the Wind Speed Based on a Learning Process Control Algorithm in Isolated Power Systems," Sustainability, MDPI, vol. 15(2), pages 1-12, January.
    4. Prina, Matteo Giacomo & Groppi, Daniele & Nastasi, Benedetto & Garcia, Davide Astiaso, 2021. "Bottom-up energy system models applied to sustainable islands," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    5. Henning Meschede & Paul Bertheau & Siavash Khalili & Christian Breyer, 2022. "A review of 100% renewable energy scenarios on islands," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 11(6), November.
    6. Dimou, Andreas & Vakalis, Stergios, 2022. "Technoeconomic analysis of green energy transitions in isolated grids: The case of Ai Stratis – Green Island," Renewable Energy, Elsevier, vol. 195(C), pages 66-75.
    7. Hamilton, James & Negnevitsky, Michael & Wang, Xiaolin, 2022. "The role of modified diesel generation within isolated power systems," Energy, Elsevier, vol. 240(C).
    8. Yao Li & Liulin Yang & Tianlu Luo, 2023. "Energy System Low-Carbon Transition under Dual-Carbon Goals: The Case of Guangxi, China Using the EnergyPLAN Tool," Energies, MDPI, vol. 16(8), pages 1-16, April.
    9. Frković, Lovro & Ćosić, Boris & Pukšec, Tomislav & Vladimir, Nikola, 2022. "The synergy between the photovoltaic power systems and battery-powered electric ferries in the isolated energy system of an island," Energy, Elsevier, vol. 259(C).
    10. Qiblawey, Yazan & Alassi, Abdulrahman & Zain ul Abideen, Mohammed & Bañales, Santiago, 2022. "Techno-economic assessment of increasing the renewable energy supply in the Canary Islands: The case of Tenerife and Gran Canaria," Energy Policy, Elsevier, vol. 162(C).
    11. Liang, Hejun & Pirouzi, Sasan, 2024. "Energy management system based on economic Flexi-reliable operation for the smart distribution network including integrated energy system of hydrogen storage and renewable sources," Energy, Elsevier, vol. 293(C).
    12. Hannah Mareike Marczinkowski & Luísa Barros, 2020. "Technical Approaches and Institutional Alignment to 100% Renewable Energy System Transition of Madeira Island—Electrification, Smart Energy and the Required Flexible Market Conditions," Energies, MDPI, vol. 13(17), pages 1-22, August.
    13. Alves, M. & Segurado, R. & Costa, M., 2020. "On the road to 100% renewable energy systems in isolated islands," Energy, Elsevier, vol. 198(C).
    14. Sulman Shahzad & Muhammad Abbas Abbasi & Hassan Ali & Muhammad Iqbal & Rania Munir & Heybet Kilic, 2023. "Possibilities, Challenges, and Future Opportunities of Microgrids: A Review," Sustainability, MDPI, vol. 15(8), pages 1-28, April.
    15. Rafiq Asghar & Francesco Riganti Fulginei & Hamid Wadood & Sarmad Saeed, 2023. "A Review of Load Frequency Control Schemes Deployed for Wind-Integrated Power Systems," Sustainability, MDPI, vol. 15(10), pages 1-29, May.
    16. Terfa, H. & Baghli, L. & Bhandari, R., 2022. "Impact of renewable energy micro-power plants on power grids over Africa," Energy, Elsevier, vol. 238(PA).
    17. Zhu, Xiaoxun & Liu, Ruizhang & Chen, Yao & Gao, Xiaoxia & Wang, Yu & Xu, Zixu, 2021. "Wind speed behaviors feather analysis and its utilization on wind speed prediction using 3D-CNN," Energy, Elsevier, vol. 236(C).
    18. Zhou, Yuekuan & Cao, Sunliang & Hensen, Jan L.M., 2021. "An energy paradigm transition framework from negative towards positive district energy sharing networks—Battery cycling aging, advanced battery management strategies, flexible vehicles-to-buildings in," Applied Energy, Elsevier, vol. 288(C).
    19. Sima, Catalina Alexandra & Popescu, Claudia Laurenta & Popescu, Mihai Octavian & Roscia, Mariacristina & Seritan, George & Panait, Cornel, 2022. "Techno-economic assessment of university energy communities with on/off microgrid," Renewable Energy, Elsevier, vol. 193(C), pages 538-553.
    20. James Hamilton & Michael Negnevitsky & Xiaolin Wang & Evgenii Semshchikov, 2020. "The Role of Low-Load Diesel in Improved Renewable Hosting Capacity within Isolated Power Systems," Energies, MDPI, vol. 13(16), pages 1-15, August.

    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:eee:energy:v:253:y:2022:i:c:s036054422201091x. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    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.