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Optimal Planning of Sustainable Buildings: Integration of Life Cycle Assessment and Optimization in a Decision Support System (DSS)

Author

Listed:
  • Fabio Magrassi

    (Department of Civil, Chemical and Environmental Engineering (DICCA), University of Genoa, Via Opera Pia 15, Genova 16145, Italy)

  • Adriana Del Borghi

    (Department of Civil, Chemical and Environmental Engineering (DICCA), University of Genoa, Via Opera Pia 15, Genova 16145, Italy)

  • Michela Gallo

    (Department of Civil, Chemical and Environmental Engineering (DICCA), University of Genoa, Via Opera Pia 15, Genova 16145, Italy)

  • Carlo Strazza

    (D’Appolonia S.p.A., Environment and Sustainability Business Unit, Via Liri 8A, Genova 16145, Italy)

  • Michela Robba

    (Department of Informatics, Bioengineering, Robotics and Systems Engineering (DIBRIS), University of Genoa, Via Opera Pia 13, Genova 16145, Italy)

Abstract

Energy efficiency measures in buildings can provide for a significant reduction of greenhouse gas (GHG) emissions. A sustainable design and planning of technologies for energy production should be based on economic and environmental criteria. Life Cycle Assessment (LCA) is used to quantify the environmental impacts over the whole cycle of life of production plants. Optimization models can support decisions that minimize costs and negative impacts. In this work, a multi-objective decision problem is formalized that takes into account LCA calculations and that minimizes costs and GHG emissions for general buildings. A decision support system (DSS) is applied to a real case study in the Northern Italy, highlighting the advantage provided by the installation of renewable energy. Moreover, a comparison among different optimal and non optimal solution was carried out to demonstrate the effectiveness of the proposed DSS.

Suggested Citation

  • Fabio Magrassi & Adriana Del Borghi & Michela Gallo & Carlo Strazza & Michela Robba, 2016. "Optimal Planning of Sustainable Buildings: Integration of Life Cycle Assessment and Optimization in a Decision Support System (DSS)," Energies, MDPI, vol. 9(7), pages 1-15, June.
  • Handle: RePEc:gam:jeners:v:9:y:2016:i:7:p:490-:d:72723
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    References listed on IDEAS

    as
    1. Frederick T. Moore, 1959. "Economies of Scale: Some Statistical Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 73(2), pages 232-245.
    2. Wang, Qunwei & Su, Bin & Sun, Jiasen & Zhou, Peng & Zhou, Dequn, 2015. "Measurement and decomposition of energy-saving and emissions reduction performance in Chinese cities," Applied Energy, Elsevier, vol. 151(C), pages 85-92.
    3. Ignacio Zabalza & Sabina Scarpellini & Alfonso Aranda & Eva Llera & Alberto Jáñez, 2013. "Use of LCA as a Tool for Building Ecodesign. A Case Study of a Low Energy Building in Spain," Energies, MDPI, vol. 6(8), pages 1-21, August.
    4. Lu, Yuehong & Wang, Shengwei & Sun, Yongjun & Yan, Chengchu, 2015. "Optimal scheduling of buildings with energy generation and thermal energy storage under dynamic electricity pricing using mixed-integer nonlinear programming," Applied Energy, Elsevier, vol. 147(C), pages 49-58.
    5. Ouammi, Ahmed & Ghigliotti, Valeria & Robba, Michela & Mimet, Abdelaziz & Sacile, Roberto, 2012. "A decision support system for the optimal exploitation of wind energy on regional scale," Renewable Energy, Elsevier, vol. 37(1), pages 299-309.
    6. Fengbing Li & Kaigui Xie & Jiangping Yang, 2015. "Optimization and Analysis of a Hybrid Energy Storage System in a Small-Scale Standalone Microgrid for Remote Area Power Supply (RAPS)," Energies, MDPI, vol. 8(6), pages 1-25, May.
    7. Cassandra L. Thiel & Nicole Campion & Amy E. Landis & Alex K. Jones & Laura A. Schaefer & Melissa M. Bilec, 2013. "A Materials Life Cycle Assessment of a Net-Zero Energy Building," Energies, MDPI, vol. 6(2), pages 1-17, February.
    8. Dagdougui, Hanane & Ouammi, Ahmed & Robba, Michela & Sacile, Roberto, 2011. "Thermal analysis and performance optimization of a solar water heater flat plate collector: Application to Tétouan (Morocco)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 630-638, January.
    9. Takahashi, Tomoki & Sato, Toru, 2015. "Inclusive environmental impact assessment indices with consideration of public acceptance: Application to power generation technologies in Japan," Applied Energy, Elsevier, vol. 144(C), pages 64-72.
    10. Rubio Rodríguez, M.A. & Ruyck, J. De & Díaz, P. Roque & Verma, V.K. & Bram, S., 2011. "An LCA based indicator for evaluation of alternative energy routes," Applied Energy, Elsevier, vol. 88(3), pages 630-635, March.
    11. Gerbinet, Saïcha & Belboom, Sandra & Léonard, Angélique, 2014. "Life Cycle Analysis (LCA) of photovoltaic panels: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 747-753.
    12. Dong-Seok Kong & Yong-Sung Jang & Jung-Ho Huh, 2015. "Method and Case Study of Multiobjective Optimization-Based Energy System Design to Minimize the Primary Energy Use and Initial Investment Cost," Energies, MDPI, vol. 8(6), pages 1-21, June.
    13. Thangavelu, Sundar Raj & Khambadkone, Ashwin M. & Karimi, Iftekhar A., 2015. "Long-term optimal energy mix planning towards high energy security and low GHG emission," Applied Energy, Elsevier, vol. 154(C), pages 959-969.
    14. Pfenninger, Stefan & Keirstead, James, 2015. "Renewables, nuclear, or fossil fuels? Scenarios for Great Britain’s power system considering costs, emissions and energy security," Applied Energy, Elsevier, vol. 152(C), pages 83-93.
    15. Lee, Jae Bum & Park, Jae Wan & Yoon, Jong Ho & Baek, Nam Choon & Kim, Dai Kon & Shin, U. Cheul, 2014. "An empirical study of performance characteristics of BIPV (Building Integrated Photovoltaic) system for the realization of zero energy building," Energy, Elsevier, vol. 66(C), pages 25-34.
    16. Capellaro, Mark, 2016. "Prediction of site specific wind energy value factors," Renewable Energy, Elsevier, vol. 87(P1), pages 430-436.
    17. Francesco Asdrubali & Cinzia Buratti & Franco Cotana & Giorgio Baldinelli & Michele Goretti & Elisa Moretti & Catia Baldassarri & Elisa Belloni & Francesco Bianchi & Antonella Rotili & Marco Vergoni &, 2013. "Evaluation of Green Buildings’ Overall Performance through in Situ Monitoring and Simulations," Energies, MDPI, vol. 6(12), pages 1-23, December.
    18. Annunziata, Eleonora & Frey, Marco & Rizzi, Francesco, 2013. "Towards nearly zero-energy buildings: The state-of-art of national regulations in Europe," Energy, Elsevier, vol. 57(C), pages 125-133.
    19. Zheng, J.H. & Chen, J.J. & Wu, Q.H. & Jing, Z.X., 2015. "Multi-objective optimization and decision making for power dispatch of a large-scale integrated energy system with distributed DHCs embedded," Applied Energy, Elsevier, vol. 154(C), pages 369-379.
    20. Kharseh, Mohamad & Altorkmany, Lobna, 2012. "How global warming and building envelope will change buildings energy use in central Europe," Applied Energy, Elsevier, vol. 97(C), pages 999-1004.
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    14. Geng, Shengnan & Wang, Yuan & Zuo, Jian & Zhou, Zhihua & Du, Huibin & Mao, Guozhu, 2017. "Building life cycle assessment research: A review by bibliometric analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 176-184.
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    16. Adriana Del Borghi & Thomas Spiegelhalter & Luca Moreschi & Michela Gallo, 2021. "Carbon-Neutral-Campus Building: Design Versus Retrofitting of Two University Zero Energy Buildings in Europe and in the United States," Sustainability, MDPI, vol. 13(16), pages 1-16, August.
    17. Filippos Lygerakis & Nikos Kampelis & Dionysia Kolokotsa, 2022. "Knowledge Graphs’ Ontologies and Applications for Energy Efficiency in Buildings: A Review," Energies, MDPI, vol. 15(20), pages 1-32, October.
    18. Luca Moreschi & Adriana Del Borghi & Angela Celeste Taramasso & Michela Gallo, 2020. "Waste Management under Emergency Conditions: Life-Cycle Multicriteria Analysis as Decision Support System," Resources, MDPI, vol. 9(7), pages 1-16, July.

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