IDEAS home Printed from https://ideas.repec.org/a/eco/journ2/2021-05-31.html
   My bibliography  Save this article

The Linear Programming Problem of Regional Energy System Optimization

Author

Listed:
  • Iosifov Valeriy Victorovich

    (Kuban State Technological University, Krasnodar, Russia)

  • Evgenii Yu. Khrustalev

    (Central Economics and Mathematics Institute of RAS, Moscow, Russian Federation, Russia.)

  • Sergey N. Larin

    (Central Economics and Mathematics Institute of RAS, Moscow, Russian Federation, Russia.)

  • Oleg E. Khrustalev

    (Central Economics and Mathematics Institute of RAS, Moscow, Russian Federation, Russia.)

Abstract

The paper contributes to the literature by developing a linear programming (LP) model for optimization of the development of the regional energy system according to environmental and economic criteria by involving various types of renewable energy sources in the energy balance. The environmental criteria are taken into account throughout the entire life cycle of each energy product. Validation of the model was carried out on the example of a large southern region of Russia - Krasnodar Territory. This region was chosen for testing for several reasons: firstly, the region has significant potential for the development of various types of renewable energy sources, including solar and wind energy, hydro- and geothermal energy, rich biological resources, as well as a large number of bio-waste that can be considered as resources for bioenergy. Secondly, the Krasnodar Territory is currently one of the most densely populated and dynamically developing regions of Russia, experiencing a serious energy shortage and problems with air quality in large cities. The solution of the LP problem shows that when optimizing the development of the regional energy system of the Krasnodar Territory in terms of economic parameters, it is advisable to include bio-waste and municipal solid waste as priority energy sources. Solar power generation is involved in development on a leftover basis in order to make up the difference between the already used renewable energy sources and the required heat and electricity demand. When optimizing the energy balance according to environmental criteria, the involvement of biogas in the energy balance becomes impractical, therefore, after the complete use of the potential for processing solid waste and wind energy, the gap between the used potential of renewable energy sources and the required volume of generation can be replenished through the development of photovoltaics.

Suggested Citation

  • Iosifov Valeriy Victorovich & Evgenii Yu. Khrustalev & Sergey N. Larin & Oleg E. Khrustalev, 2021. "The Linear Programming Problem of Regional Energy System Optimization," International Journal of Energy Economics and Policy, Econjournals, vol. 11(5), pages 281-288.
    • Handle: RePEc:eco:journ2:2021-05-31
    as

    Download full text from publisher

    File URL: https://www.econjournals.com/index.php/ijeep/article/download/11377/6024
    Download Restriction: no
    File URL: https://www.econjournals.com/index.php/ijeep/article/view/11377/6024
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Amponsah, Nana Yaw & Troldborg, Mads & Kington, Bethany & Aalders, Inge & Hough, Rupert Lloyd, 2014. "Greenhouse gas emissions from renewable energy sources: A review of lifecycle considerations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 461-475.
    2. Karlsson, Magnus & Gebremedhin, Alemayehu & Klugman, Sofia & Henning, Dag & Moshfegh, Bahram, 2009. "Regional energy system optimization - Potential for a regional heat market," Applied Energy, Elsevier, vol. 86(4), pages 441-451, April.
    3. Svetlana V. Ratner & Evgenii Yu. Khrustalev & Sergey N. Larin & Oleg E. Khrustalev, 2020. "Does the Development of Renewable Energy and Smart Grids Pose Risks for Russian Gas Projects? Scenario Forecast for Partner Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 286-293.
    4. Svetlana Ratner & Konstantin Gomonov & Svetlana Revinova & Inna Lazanyuk, 2020. "Energy Saving Potential of Industrial Solar Collectors in Southern Regions of Russia: The Case of Krasnodar Region," Energies, MDPI, vol. 13(4), pages 1-19, February.
    5. Turconi, Roberto & Boldrin, Alessio & Astrup, Thomas, 2013. "Life cycle assessment (LCA) of electricity generation technologies: Overview, comparability and limitations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 555-565.
    6. Valery IOSIFOV & Svetlana RATNER, 2018. "Environmental Management Systems and Environmental Performance The Case of Russian Energy Sector," Journal of Advanced Research in Management, ASERS Publishing, vol. 9(7), pages 1377-1388.
    7. Reichelstein, Stefan & Yorston, Michael, 2013. "The prospects for cost competitive solar PV power," Energy Policy, Elsevier, vol. 55(C), pages 117-127.
    8. Haikarainen, Carl & Pettersson, Frank & Saxén, Henrik, 2020. "Optimized phasing of the development of a regional energy system," Energy, Elsevier, vol. 206(C).
    9. Valeriy V. Iosifov & Evgenii Yu. Khrustalev & Sergey N. Larin & Oleg E. Khrustalev, 2020. "Strategic Planning of Regional Energy System Based on Life Cycle Assessment Methodology," International Journal of Energy Economics and Policy, Econjournals, vol. 10(3), pages 62-68.
    10. Svetlana RATNER & Marina ZARETSKAYA, 2018. "Forecasting the Ecology Effects of Electric Cars Deployment in Krasnodar Region Learning Curves Approach," Journal of Advanced Research in Management, ASERS Publishing, vol. 9(1), pages 82-94.
    11. Svetlana Balashova & Svetlana Ratner & Konstantin Gomonov & Andrey Berezin, 2020. "Modeling Consumer and Industry Reaction to Renewable Support Schemes: Empirical Evidence from the USA and Applications for Russia," International Journal of Energy Economics and Policy, Econjournals, vol. 10(3), pages 158-167.
    12. repec:srs:journl:jemt:v:9:y:2018:i:7:p:1377-1388 is not listed on IDEAS
    13. Song, Han & Dotzauer, Erik & Thorin, Eva & Guziana, Bozena & Huopana, Tuomas & Yan, Jinyue, 2012. "A dynamic model to optimize a regional energy system with waste and crops as energy resources for greenhouse gases mitigation," Energy, Elsevier, vol. 46(1), pages 522-532.
    14. Hyung Chul Kim & Vasilis Fthenakis & Jun‐Ki Choi & Damon E. Turney, 2012. "Life Cycle Greenhouse Gas Emissions of Thin‐film Photovoltaic Electricity Generation," Journal of Industrial Ecology, Yale University, vol. 16(s1), pages 110-121, April.
    15. Svetlana Ratner & Yuri Chepurko & Larisa Drobyshecskaya & Anna Petrovskaya, 2018. "Management of Energy Enterprises: Energy-efficiency Approach in Solar Collectors Industry: The Case of Russia," International Journal of Energy Economics and Policy, Econjournals, vol. 8(4), pages 237-243.
    16. Zhou, Xiong & Huang, Guohe & Zhu, Hua & Chen, Jiapei & Xu, Jinliang, 2015. "Chance-constrained two-stage fractional optimization for planning regional energy systems in British Columbia, Canada," Applied Energy, Elsevier, vol. 154(C), pages 663-677.
    17. David D. Hsu & Patrick O’Donoughue & Vasilis Fthenakis & Garvin A. Heath & Hyung Chul Kim & Pamala Sawyer & Jun‐Ki Choi & Damon E. Turney, 2012. "Life Cycle Greenhouse Gas Emissions of Crystalline Silicon Photovoltaic Electricity Generation," Journal of Industrial Ecology, Yale University, vol. 16(s1), pages 122-135, April.
    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. Valeriy V. Iosifov & Pavel D. Ratner, 2021. "Climate Policies of G20 and New Threats for Russian Energy and Transportation Complex," International Journal of Energy Economics and Policy, Econjournals, vol. 11(1), pages 478-486.
    2. Scarlat, Nicolae & Prussi, Matteo & Padella, Monica, 2022. "Quantification of the carbon intensity of electricity produced and used in Europe," Applied Energy, Elsevier, vol. 305(C).
    3. Troldborg, Mads & Heslop, Simon & Hough, Rupert L., 2014. "Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1173-1184.
    4. Emblemsvåg, Jan, 2022. "Wind energy is not sustainable when balanced by fossil energy," Applied Energy, Elsevier, vol. 305(C).
    5. Taveres-Cachat, Ellika & Lobaccaro, Gabriele & Goia, Francesco & Chaudhary, Gaurav, 2019. "A methodology to improve the performance of PV integrated shading devices using multi-objective optimization," Applied Energy, Elsevier, vol. 247(C), pages 731-744.
    6. Sokka, L. & Sinkko, T. & Holma, A. & Manninen, K. & Pasanen, K. & Rantala, M. & Leskinen, P., 2016. "Environmental impacts of the national renewable energy targets – A case study from Finland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1599-1610.
    7. Halilovic, Smajil & Odersky, Leonhard & Hamacher, Thomas, 2022. "Integration of groundwater heat pumps into energy system optimization models," Energy, Elsevier, vol. 238(PA).
    8. Mahmud, M.A. Parvez & Huda, Nazmul & Farjana, Shahjadi Hisan & Lang, Candace, 2020. "Life-cycle impact assessment of renewable electricity generation systems in the United States," Renewable Energy, Elsevier, vol. 151(C), pages 1028-1045.
    9. Pfadt-Trilling, Alyssa R. & Widyolar, Bennett K. & Jiang, Lun & Brinkley, Jordyn & Bhusal, Yogesh & Winston, Roland & Fortier, Marie-Odile P., 2023. "Life cycle greenhouse gas emissions of low-temperature process heat generation by external compound parabolic concentrator (XCPC) solar thermal array," Renewable Energy, Elsevier, vol. 205(C), pages 992-998.
    10. Ramirez, A.D. & Boero, A. & Rivela, B. & Melendres, A.M. & Espinoza, S. & Salas, D.A., 2020. "Life cycle methods to analyze the environmental sustainability of electricity generation in Ecuador: Is decarbonization the right path?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    11. Eskew, John & Ratledge, Meredith & Wallace, Michael & Gheewala, Shabbir H. & Rakkwamsuk, Pattana, 2018. "An environmental Life Cycle Assessment of rooftop solar in Bangkok, Thailand," Renewable Energy, Elsevier, vol. 123(C), pages 781-792.
    12. Riccardo Basosi & Roberto Bonciani & Dario Frosali & Giampaolo Manfrida & Maria Laura Parisi & Franco Sansone, 2020. "Life Cycle Analysis of a Geothermal Power Plant: Comparison of the Environmental Performance with Other Renewable Energy Systems," Sustainability, MDPI, vol. 12(7), pages 1-29, April.
    13. Akhil Kadiyala & Raghava Kommalapati & Ziaul Huque, 2016. "Evaluation of the Life Cycle Greenhouse Gas Emissions from Hydroelectricity Generation Systems," Sustainability, MDPI, vol. 8(6), pages 1-14, June.
    14. Asdrubali, Francesco & Baldinelli, Giorgio & D’Alessandro, Francesco & Scrucca, Flavio, 2015. "Life cycle assessment of electricity production from renewable energies: Review and results harmonization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1113-1122.
    15. Pontau, Patricia & Hou, Yi & Cai, Hua & Zhen, Yi & Jia, Xiaoping & Chiu, Anthony S.F. & Xu, Ming, 2015. "Assessing land-use impacts by clean vehicle systems," Resources, Conservation & Recycling, Elsevier, vol. 95(C), pages 112-119.
    16. Mahmud, M.A. Parvez & Farjana, Shahjadi Hisan, 2022. "Comparative life cycle environmental impact assessment of renewable electricity generation systems: A practical approach towards Europe, North America and Oceania," Renewable Energy, Elsevier, vol. 193(C), pages 1106-1120.
    17. Sandvall, Akram Fakhri & Börjesson, Martin & Ekvall, Tomas & Ahlgren, Erik O., 2015. "Modelling environmental and energy system impacts of large-scale excess heat utilisation – A regional case study," Energy, Elsevier, vol. 79(C), pages 68-79.
    18. Maria Milousi & Manolis Souliotis & George Arampatzis & Spiros Papaefthimiou, 2019. "Evaluating the Environmental Performance of Solar Energy Systems Through a Combined Life Cycle Assessment and Cost Analysis," Sustainability, MDPI, vol. 11(9), pages 1-23, May.
    19. Chen, J.P. & Huang, G. & Baetz, B.W. & Lin, Q.G. & Dong, C. & Cai, Y.P., 2018. "Integrated inexact energy systems planning under climate change: A case study of Yukon Territory, Canada," Applied Energy, Elsevier, vol. 229(C), pages 493-504.
    20. Zheng, Shuxian & Zhou, Xuanru & Tan, Zhanglu & Liu, Chan & Hu, Han & Yuan, Hui & Peng, Shengnan & Cai, Xiaomei, 2023. "Assessment of the global energy transition: Based on trade embodied energy analysis," Energy, Elsevier, vol. 273(C).

    More about this item

    Keywords

    regional energy system; energy balance; environmental footprint; product life cycle analysis; linear programming; simplex method; shadow prices;
    All these keywords.

    JEL classification:

    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q01 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Sustainable Development

    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:eco:journ2:2021-05-31. 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: Ilhan Ozturk (email available below). General contact details of provider: http://www.econjournals.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.