IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v15y2022i22p8359-d967459.html
   My bibliography  Save this article

Transmission Network Expansion Planning with High-Penetration Solar Energy Using Particle Swarm Optimization in Lao PDR toward 2030

Author

Listed:
  • Thongsavanh Keokhoungning

    (Faculty of Interdisciplinary Studied, Department of Technology and Engineering, Khon Kaen University, Nong Khai Campus, Nongkhai 43000, Thailand)

  • Suttichai Premrudeepreechacharn

    (Faculty of Engineering, Department of Electrical Engineering, Chiang Mai University, Chiang Mai 50200, Thailand)

  • Wullapa Wongsinlatam

    (Faculty of Interdisciplinary Studied, Department of Technology and Engineering, Khon Kaen University, Nong Khai Campus, Nongkhai 43000, Thailand)

  • Ariya Namvong

    (Faculty of Interdisciplinary Studied, Department of Technology and Engineering, Khon Kaen University, Nong Khai Campus, Nongkhai 43000, Thailand)

  • Tawun Remsungnen

    (Faculty of Interdisciplinary Studied, Department of Technology and Engineering, Khon Kaen University, Nong Khai Campus, Nongkhai 43000, Thailand)

  • Nongram Mueanrit

    (Faculty of Interdisciplinary Studied, Department of Technology and Engineering, Khon Kaen University, Nong Khai Campus, Nongkhai 43000, Thailand)

  • Kanda Sorn-in

    (Faculty of Interdisciplinary Studied, Department of Technology and Engineering, Khon Kaen University, Nong Khai Campus, Nongkhai 43000, Thailand)

  • Satit Kravenkit

    (Faculty of Interdisciplinary Studied, Department of Technology and Engineering, Khon Kaen University, Nong Khai Campus, Nongkhai 43000, Thailand)

  • Apirat Siritaratiwat

    (Faculty of Engineering, Department of Electrical Engineering, Khon Kaen University, Khon Kaen 40002, Thailand)

  • Chavis Srichan

    (Faculty of Engineering, Department of Computer Engineering, Khon Kaen University, Khon Kaen 40002, Thailand)

  • Sirote Khunkitti

    (Faculty of Engineering, Department of Electrical Engineering, Chiang Mai University, Chiang Mai 50200, Thailand)

  • Chayada Surawanitkun

    (Faculty of Interdisciplinary Studied, Department of Technology and Engineering, Khon Kaen University, Nong Khai Campus, Nongkhai 43000, Thailand)

Abstract

The complexity and uncertainty of power sources connected to transmission networks need to be considered. Planners need information on the sustainability and economics of transmission network expansion planning (TNEP). This work presents a newly proposed method for TNEP that considers high-penetration solar energy by using the particle swarm optimization (PSO) algorithm. The power sources, thermal and hydropower plants, and conditions of load were set in the account, including an uncertain power source and solar energy (PV). The optimal sizing and locating of the PV to be connected to the network were determined by the PSO. The PV grid code was set in the account. The new line’s investment cost and equipment was analyzed. The PV cost was considered based on the power loss, and the system’s reliability was improved. The IEEE 118 bus test system and Lao PDR’s system were requested to test the proposed practice. The results demonstrate that the proposed TNEP method is robust and feasible. The simulation results will be applied to guide the power system planning of Lao PDR.

Suggested Citation

  • Thongsavanh Keokhoungning & Suttichai Premrudeepreechacharn & Wullapa Wongsinlatam & Ariya Namvong & Tawun Remsungnen & Nongram Mueanrit & Kanda Sorn-in & Satit Kravenkit & Apirat Siritaratiwat & Chav, 2022. "Transmission Network Expansion Planning with High-Penetration Solar Energy Using Particle Swarm Optimization in Lao PDR toward 2030," Energies, MDPI, vol. 15(22), pages 1-19, November.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:22:p:8359-:d:967459
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/15/22/8359/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/15/22/8359/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Krishan Arora & Ashok Kumar & Vikram Kumar Kamboj & Deepak Prashar & Bhanu Shrestha & Gyanendra Prasad Joshi, 2021. "Impact of Renewable Energy Sources into Multi Area Multi-Source Load Frequency Control of Interrelated Power System," Mathematics, MDPI, vol. 9(2), pages 1-20, January.
    2. Conlon, Terence & Waite, Michael & Modi, Vijay, 2019. "Assessing new transmission and energy storage in achieving increasing renewable generation targets in a regional grid," Applied Energy, Elsevier, vol. 250(C), pages 1085-1098.
    3. Ali Ahmadian & Ali Elkamel & Abdelkader Mazouz, 2019. "An Improved Hybrid Particle Swarm Optimization and Tabu Search Algorithm for Expansion Planning of Large Dimension Electric Distribution Network," Energies, MDPI, vol. 12(16), pages 1-14, August.
    4. Yuhong Wang & Lei Chen & Hong Zhou & Xu Zhou & Zongsheng Zheng & Qi Zeng & Li Jiang & Liang Lu, 2021. "Flexible Transmission Network Expansion Planning Based on DQN Algorithm," Energies, MDPI, vol. 14(7), pages 1-21, April.
    5. Fei Tang & Chufei Xiao & Xin Gao & Yifan Zhang & Nianchun Du & Benxi Hu, 2020. "Research on Transmission Network Expansion Planning Considering Splitting Control," Sustainability, MDPI, vol. 12(5), pages 1-20, February.
    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. Thongsavanh Keokhoungning & Wullapa Wongsinlatam & Tawun Remsungnen & Ariya Namvong & Sirote Khunkitti & Bounmy Inthakesone & Apirat Siritaratiwat & Suttichai Premrudeepreechacharn & Chayada Surawanit, 2023. "Challenge of Supplying Power with Renewable Energy Due to the Impact of COVID-19 on Power Demands in the Lao PDR: Analysis Using Metaheuristic Optimization," Sustainability, MDPI, vol. 15(8), pages 1-16, 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. Wei Chen & Yongle Tian & Kaiming Zheng & Nana Wan, 2023. "Influences of mechanisms on investment in renewable energy storage equipment," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 12569-12595, November.
    2. Héctor Migallón & Akram Belazi & José-Luis Sánchez-Romero & Héctor Rico & Antonio Jimeno-Morenilla, 2020. "Settings-Free Hybrid Metaheuristic General Optimization Methods," Mathematics, MDPI, vol. 8(7), pages 1-25, July.
    3. Julián Alejandro Vega-Forero & Jairo Stiven Ramos-Castellanos & Oscar Danilo Montoya, 2023. "Application of the Generalized Normal Distribution Optimization Algorithm to the Optimal Selection of Conductors in Three-Phase Asymmetric Distribution Networks," Energies, MDPI, vol. 16(3), pages 1-35, January.
    4. Huijia Yang & Weiguang Fan & Guangyu Qin & Zhenyu Zhao, 2021. "A Fuzzy-ANP Approach for Comprehensive Benefit Evaluation of Grid-Side Commercial Storage Project," Energies, MDPI, vol. 14(4), pages 1-17, February.
    5. Conlon, Terence & Waite, Michael & Wu, Yuezi & Modi, Vijay, 2022. "Assessing trade-offs among electrification and grid decarbonization in a clean energy transition: Application to New York State," Energy, Elsevier, vol. 249(C).
    6. Laha, Priyanka & Chakraborty, Basab, 2021. "Cost optimal combinations of storage technologies for maximizing renewable integration in Indian power system by 2040: Multi-region approach," Renewable Energy, Elsevier, vol. 179(C), pages 233-247.
    7. Stefano Bracco, 2020. "A Study for the Optimal Exploitation of Solar, Wind and Hydro Resources and Electrical Storage Systems in the Bormida Valley in the North of Italy," Energies, MDPI, vol. 13(20), pages 1-26, October.
    8. Abdelsalam, Mohamed Y. & Friedrich, Kelton & Mohamed, Saber & Chebeir, Jorge & Lakhian, Vickram & Sullivan, Brendan & Abdalla, Ahmed & Van Ryn, Jessica & Girard, Jeffrey & Lightstone, Marilyn F. & Buc, 2023. "Integrated community energy and harvesting systems: A climate action strategy for cold climates," Applied Energy, Elsevier, vol. 346(C).
    9. Anne P. M. Velenturf, 2021. "A Framework and Baseline for the Integration of a Sustainable Circular Economy in Offshore Wind," Energies, MDPI, vol. 14(17), pages 1-41, September.
    10. Emad M. Ahmed & Ali Selim & Hammad Alnuman & Waleed Alhosaini & Mokhtar Aly & Emad A. Mohamed, 2022. "Modified Frequency Regulator Based on TI λ -TD μ FF Controller for Interconnected Microgrids with Incorporating Hybrid Renewable Energy Sources," Mathematics, MDPI, vol. 11(1), pages 1-39, December.
    11. Thongsavanh Keokhoungning & Wullapa Wongsinlatam & Tawun Remsungnen & Ariya Namvong & Sirote Khunkitti & Bounmy Inthakesone & Apirat Siritaratiwat & Suttichai Premrudeepreechacharn & Chayada Surawanit, 2023. "Challenge of Supplying Power with Renewable Energy Due to the Impact of COVID-19 on Power Demands in the Lao PDR: Analysis Using Metaheuristic Optimization," Sustainability, MDPI, vol. 15(8), pages 1-16, April.
    12. Sun, Lingyun & Yin, Jiemin & Bilal, Ahmad Raza, 2023. "Green financing and wind power energy generation: Empirical insights from China," Renewable Energy, Elsevier, vol. 206(C), pages 820-827.
    13. Jafari, Mehdi & Botterud, Audun & Sakti, Apurba, 2022. "Decarbonizing power systems: A critical review of the role of energy storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    14. Killer, Marvin & Farrokhseresht, Mana & Paterakis, Nikolaos G., 2020. "Implementation of large-scale Li-ion battery energy storage systems within the EMEA region," Applied Energy, Elsevier, vol. 260(C).
    15. Ahmed Fathy & Hegazy Rezk & Seydali Ferahtia & Rania M. Ghoniem & Reem Alkanhel & Mohamed M. Ghoniem, 2022. "A New Fractional-Order Load Frequency Control for Multi-Renewable Energy Interconnected Plants Using Skill Optimization Algorithm," Sustainability, MDPI, vol. 14(22), pages 1-25, November.
    16. Verner Püvi & Robert J. Millar & Eero Saarijärvi & Ken Hayami & Tahitoa Arbelot & Matti Lehtonen, 2020. "Slime Mold Inspired Distribution Network Initial Solution," Energies, MDPI, vol. 13(23), pages 1-17, November.
    17. Apostolou, Dimitrios, 2020. "Optimisation of a hydrogen production – storage – re-powering system participating in electricity and transportation markets. A case study for Denmark," Applied Energy, Elsevier, vol. 265(C).
    18. Hamza Mubarak & Nurulafiqah Nadzirah Mansor & Hazlie Mokhlis & Mahazani Mohamad & Hasmaini Mohamad & Munir Azam Muhammad & Mohammad Al Samman & Suhail Afzal, 2021. "Optimum Distribution System Expansion Planning Incorporating DG Based on N-1 Criterion for Sustainable System," Sustainability, MDPI, vol. 13(12), pages 1-24, June.
    19. Cheng, Yi & Azizipanah-Abarghooee, Rasoul & Azizi, Sadegh & Ding, Lei & Terzija, Vladimir, 2020. "Smart frequency control in low inertia energy systems based on frequency response techniques: A review," Applied Energy, Elsevier, vol. 279(C).
    20. Saranchimeg, Sainbold & Nair, Nirmal K.C., 2021. "A novel framework for integration analysis of large-scale photovoltaic plants into weak grids," Applied Energy, Elsevier, vol. 282(PA).

    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:22:p:8359-:d:967459. 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.