IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i12p9307-d1167014.html
   My bibliography  Save this article

A Digital Twin Approach to City Block Renovation Using RES Technologies

Author

Listed:
  • Vytautas Bocullo

    (Centre for Smart Cities and Infrastructure, Kaunas University of Technology, Studentų g. 48, 51367 Kaunas, Lithuania)

  • Linas Martišauskas

    (Lithuanian Energy Institute, Breslaujos g. 3, 44403 Kaunas, Lithuania)

  • Ramūnas Gatautis

    (Lithuanian Energy Institute, Breslaujos g. 3, 44403 Kaunas, Lithuania)

  • Otilija Vonžudaitė

    (Lithuanian Energy Institute, Breslaujos g. 3, 44403 Kaunas, Lithuania)

  • Rimantas Bakas

    (Lithuanian Energy Institute, Breslaujos g. 3, 44403 Kaunas, Lithuania)

  • Darius Milčius

    (Lithuanian Energy Institute, Breslaujos g. 3, 44403 Kaunas, Lithuania)

  • Rytis Venčaitis

    (Centre for Smart Cities and Infrastructure, Kaunas University of Technology, Studentų g. 48, 51367 Kaunas, Lithuania)

  • Darius Pupeikis

    (Centre for Smart Cities and Infrastructure, Kaunas University of Technology, Studentų g. 48, 51367 Kaunas, Lithuania)

Abstract

The building sector accounts for over 40% of global energy consumption, and many buildings are old and inefficient. However, the current pace of building renovation is not sufficient to make a tangible impact. A new strategy is needed to accelerate the renovation process. Renovation at the district level and the use of digital tools, such as a digital twin (DT) of a city district, can provide a solution. This paper proposes a novel approach to city block renovation using renewable energy sources (RES), including photovoltaic (PV) solar panels, heat pumps (HP), and electric heaters (EH), while utilizing a DT of a city district to provide a user-friendly representation of the results and data needed for holistic solutions. The proposed method combines an optimization model of the optimal heating system with a solar PV simulation technique to analyse hybrid RES solutions and potential on-site energy generation and supply. Several scenarios are simulated to evaluate RES solutions in the renovation process of the city block using the DT concept. The simulation results demonstrate that a hybrid RES solution, which includes a PV system and a heating system, is optimal when the on-site generated energy is used not only for domestic electricity consumption, but also for the operation of HPs and EHs for heat generation. This study highlights the importance and significance of a DT approach to city block renovation and provides a new solution to accelerate the renovation process and reduce energy consumption in the building sector.

Suggested Citation

  • Vytautas Bocullo & Linas Martišauskas & Ramūnas Gatautis & Otilija Vonžudaitė & Rimantas Bakas & Darius Milčius & Rytis Venčaitis & Darius Pupeikis, 2023. "A Digital Twin Approach to City Block Renovation Using RES Technologies," Sustainability, MDPI, vol. 15(12), pages 1-26, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:12:p:9307-:d:1167014
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/12/9307/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/12/9307/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yu, Wei & Patros, Panos & Young, Brent & Klinac, Elsa & Walmsley, Timothy Gordon, 2022. "Energy digital twin technology for industrial energy management: Classification, challenges and future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    2. Hiltunen, Pauli & Syri, Sanna, 2021. "Low-temperature waste heat enabling abandoning coal in Espoo district heating system," Energy, Elsevier, vol. 231(C).
    3. Verena Weiler & Jonas Stave & Ursula Eicker, 2019. "Renewable Energy Generation Scenarios Using 3D Urban Modeling Tools—Methodology for Heat Pump and Co-Generation Systems with Case Study Application †," Energies, MDPI, vol. 12(3), pages 1-19, January.
    4. Liu, Guo & Li, Xiaohu & Tan, Yongtao & Zhang, Guomin, 2020. "Building green retrofit in China: Policies, barriers and recommendations," Energy Policy, Elsevier, vol. 139(C).
    5. Thygesen, Richard & Karlsson, Björn, 2017. "An analysis on how proposed requirements for near zero energy buildings manages PV electricity in combination with two different types of heat pumps and its policy implications – A Swedish example," Energy Policy, Elsevier, vol. 101(C), pages 10-19.
    6. Khosravi, A. & Laukkanen, T. & Vuorinen, V. & Syri, S., 2021. "Waste heat recovery from a data centre and 5G smart poles for low-temperature district heating network," Energy, Elsevier, vol. 218(C).
    7. Joanna Aleksiejuk-Gawron & Saulė Milčiuvienė & Julija Kiršienė & Enrique Doheijo & Diego Garzon & Rolandas Urbonas & Darius Milčius, 2020. "Net-Metering Compared to Battery-Based Electricity Storage in a Single-Case PV Application Study Considering the Lithuanian Context," Energies, MDPI, vol. 13(9), pages 1-17, May.
    8. Jonynas, Rolandas & Puida, Egidijus & Poškas, Robertas & Paukštaitis, Linas & Jouhara, Hussam & Gudzinskas, Juozas & Miliauskas, Gintautas & Lukoševičius, Valdas, 2020. "Renewables for district heating: The case of Lithuania," Energy, Elsevier, vol. 211(C).
    9. Trzmiel, G. & Głuchy, D. & Kurz, D., 2020. "The impact of shading on the exploitation of photovoltaic installations," Renewable Energy, Elsevier, vol. 153(C), pages 480-498.
    10. Raslavičius, Laurencas & Narbutas, Laimonas & Šlančiauskas, Anupras & Džiugys, Algis & Bazaras, Žilvinas, 2012. "The districts of Lithuania with low heat demand density: A chance for the integration of straw biomass," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3259-3269.
    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. Angeliki Kitsopoulou & Antonis Zacharis & Nikolaos Ziozas & Evangelos Bellos & Petros Iliadis & Ioannis Lampropoulos & Eleni Chatzigeorgiou & Komninos Angelakoglou & Nikolaos Nikolopoulos, 2023. "Dynamic Energy Analysis of Different Heat Pump Heating Systems Exploiting Renewable Energy Sources," Sustainability, MDPI, vol. 15(14), pages 1-36, July.

    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. Han, Ouzhu & Ding, Tao & Mu, Chenggang & Jia, Wenhao & Ma, Zhoujun, 2023. "Waste heat reutilization and integrated demand response for decentralized optimization of data centers," Energy, Elsevier, vol. 264(C).
    2. Hou, Juan & Li, Haoran & Nord, Natasa & Huang, Gongsheng, 2023. "Model predictive control for a university heat prosumer with data centre waste heat and thermal energy storage," Energy, Elsevier, vol. 267(C).
    3. Yu Cao & Cong Xu & Syahrul Nizam Kamaruzzaman & Nur Mardhiyah Aziz, 2022. "A Systematic Review of Green Building Development in China: Advantages, Challenges and Future Directions," Sustainability, MDPI, vol. 14(19), pages 1-29, September.
    4. Eid Gul & Giorgio Baldinelli & Pietro Bartocci, 2022. "Energy Transition: Renewable Energy-Based Combined Heat and Power Optimization Model for Distributed Communities," Energies, MDPI, vol. 15(18), pages 1-18, September.
    5. Linyan Chen & Xin Gao & Shitao Gong & Zhou Li, 2020. "Regionalization of Green Building Development in China: A Comprehensive Evaluation Model Based on the Catastrophe Progression Method," Sustainability, MDPI, vol. 12(15), pages 1-22, July.
    6. Naseri, F. & Gil, S. & Barbu, C. & Cetkin, E. & Yarimca, G. & Jensen, A.C. & Larsen, P.G. & Gomes, C., 2023. "Digital twin of electric vehicle battery systems: Comprehensive review of the use cases, requirements, and platforms," Renewable and Sustainable Energy Reviews, Elsevier, vol. 179(C).
    7. Ning, Jiajun & Xiong, Lixin, 2024. "Analysis of the dynamic evolution process of the digital transformation of renewable energy enterprises based on the cooperative and evolutionary game model," Energy, Elsevier, vol. 288(C).
    8. Kimming, M. & Sundberg, C. & Nordberg, Å. & Hansson, P.-A., 2015. "Vertical integration of local fuel producers into rural district heating systems – Climate impact and production costs," Energy Policy, Elsevier, vol. 78(C), pages 51-61.
    9. Poškas, Robertas & Sirvydas, Arūnas & Mingilaitė, Laura & Poškas, Povilas & Jouhara, Hussam, 2024. "Investigation of effect of cooling water characteristics on flue gas condensation along vertical tube heat exchanger," Energy, Elsevier, vol. 289(C).
    10. Zhao, Guanjia & Cui, Zhipeng & Xu, Jing & Liu, Wenhao & Ma, Suxia, 2022. "Hybrid modeling-based digital twin for performance optimization with flexible operation in the direct air-cooling power unit," Energy, Elsevier, vol. 254(PC).
    11. Janis Edmunds Daugavietis & Raimonda Soloha & Elina Dace & Jelena Ziemele, 2022. "A Comparison of Multi-Criteria Decision Analysis Methods for Sustainability Assessment of District Heating Systems," Energies, MDPI, vol. 15(7), pages 1-23, March.
    12. Mojtaba Ashour & Amir Mahdiyar & Syarmila Hany Haron, 2021. "A Comprehensive Review of Deterrents to the Practice of Sustainable Interior Architecture and Design," Sustainability, MDPI, vol. 13(18), pages 1-19, September.
    13. Qiong Wu & Xiaofeng Zhang & Qi Wang, 2024. "Integrating Renewable Energy in Transportation: Challenges, Solutions, and Future Prospects on Photovoltaic Noise Barriers," Sustainability, MDPI, vol. 16(6), pages 1-19, March.
    14. Jonynas, Rolandas & Puida, Egidijus & Poškas, Robertas & Paukštaitis, Linas & Jouhara, Hussam & Gudzinskas, Juozas & Miliauskas, Gintautas & Lukoševičius, Valdas, 2020. "Renewables for district heating: The case of Lithuania," Energy, Elsevier, vol. 211(C).
    15. Hrvoje Dorotić & Kristijan Čuljak & Josip Miškić & Tomislav Pukšec & Neven Duić, 2022. "Technical and Economic Assessment of Supermarket and Power Substation Waste Heat Integration into Existing District Heating Systems," Energies, MDPI, vol. 15(5), pages 1-29, February.
    16. Sheng-Yuan Wang & Kyung-Tae Lee & Ju-Hyung Kim, 2022. "Green Retrofitting Simulation for Sustainable Commercial Buildings in China Using a Proposed Multi-Agent Evolutionary Game," Sustainability, MDPI, vol. 14(13), pages 1-32, June.
    17. Štreimikienė, Dalia & Balezentis, Tomas, 2016. "Kaya identity for analysis of the main drivers of GHG emissions and feasibility to implement EU “20–20–20” targets in the Baltic States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1108-1113.
    18. Ali Khosravi & Fanni Säämäki, 2023. "Beyond Bitcoin: Evaluating Energy Consumption and Environmental Impact across Cryptocurrency Projects," Energies, MDPI, vol. 16(18), pages 1-23, September.
    19. Ghoname Abdullah & Hidekazu Nishimura & Toshio Fujita, 2021. "An Experimental Investigation on Photovoltaic Array Power Output Affected by the Different Partial Shading Conditions," Energies, MDPI, vol. 14(9), pages 1-14, April.
    20. S. Köhler & M. Betz & E. Duminil & U. Eicker & B. Schröter, 2021. "A holistic approach to model electricity loads in cities [Ein ganzheitlicher Ansatz zur Modellierung des Stromverbrauchs in Städten]," Sustainability Nexus Forum, Springer, vol. 29(2), pages 143-152, June.

    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:jsusta:v:15:y:2023:i:12:p:9307-:d:1167014. 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.