IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i18p13987-d1244213.html
   My bibliography  Save this article

Using the Life Cycle Approach for Multiobjective Optimization in the Context of the Green Supply Chain: A Case Study of Brazilian Coffee

Author

Listed:
  • Hugo Sakamoto

    (School of Electrical and Computer Engineering, University of Campinas, Campinas 13083-852, Brazil
    Department of Social and Law Sciences, The University Center of FEI, São Bernardo do Campo 09850-901, Brazil)

  • Larissa Thaís Bruschi

    (Chemical Engineering Department, Polytechnic School, University of São Paulo, São Paulo 05508-000, Brazil)

  • Luiz Kulay

    (Chemical Engineering Department, Polytechnic School, University of São Paulo, São Paulo 05508-000, Brazil)

  • Akebo Yamakami

    (School of Electrical and Computer Engineering, University of Campinas, Campinas 13083-852, Brazil)

Abstract

This study proposes a multiobjective optimization model (MOO) based on a green supply chain so that coffee produced in Brazil could supply the North American market with lower environmental impacts and costs. Production and distribution arrangements were established considering four coffee-producing regions, three ports of origin in Brazil, four destination ports, seven roasting plants, and fifteen consumption centers, all distributed throughout the American territory. Environmental and economic performances regarding global warming potential (GWP) and costs were determined for a life cycle approach. The results indicate that coffee cultivation has the most significant contributions to the GWP of the arrangements. The transport of the product by road also plays an essential role, especially if extensive distances are covered during the port–roaster–consumer center journey in the United States. The analysis showed differences of 2.0 kg CO 2eq and US$8.00 per ton of coffee between the best and worst arrangements, which can be considered significant when projected to the Brazilian annual coffee export scale. In the environmental limit condition, the optimization can lead to non-trivial results compared to the real market. The model conceived for the MOO can be improved to reproduce more realistic conditions by incorporating producer and consumer markets, inserting uncertainties.

Suggested Citation

  • Hugo Sakamoto & Larissa Thaís Bruschi & Luiz Kulay & Akebo Yamakami, 2023. "Using the Life Cycle Approach for Multiobjective Optimization in the Context of the Green Supply Chain: A Case Study of Brazilian Coffee," Sustainability, MDPI, vol. 15(18), pages 1-18, September.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13987-:d:1244213
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/18/13987/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/18/13987/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mario R. Giraldi-Díaz & Lorena De Medina-Salas & Eduardo Castillo-González & Rosario León-Lira, 2018. "Environmental Impact Associated with the Supply Chain and Production of Grounding and Roasting Coffee through Life Cycle Analysis," Sustainability, MDPI, vol. 10(12), pages 1-17, December.
    2. Claudia Cristina Sanchez Moore & Luiz Kulay, 2019. "Effect of the Implementation of Carbon Capture Systems on the Environmental, Energy and Economic Performance of the Brazilian Electricity Matrix," Energies, MDPI, vol. 12(2), pages 1-18, January.
    3. Hugo Sakamoto & Flávia M. Ronquim & Marcelo Martins Seckler & Luiz Kulay, 2019. "Environmental Performance of Effluent Conditioning Systems for Reuse in Oil Refining Plants: A Case Study in Brazil," Energies, MDPI, vol. 12(2), pages 1-14, January.
    4. Yen Pham & Kathryn Reardon-Smith & Shahbaz Mushtaq & Geoff Cockfield, 2019. "The impact of climate change and variability on coffee production: a systematic review," Climatic Change, Springer, vol. 156(4), pages 609-630, October.
    5. Labiba Noshin Asha & Arup Dey & Nita Yodo & Lucy G. Aragon, 2022. "Optimization Approaches for Multiple Conflicting Objectives in Sustainable Green Supply Chain Management," Sustainability, MDPI, vol. 14(19), pages 1-24, October.
    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. Denis da Silva Miranda & Luise Prado Martins & Beatriz Arioli de Sá Teles & Isadora L. C. Cunha & Natália de Almeida Menezes & Hugo Sakamoto & Luiz Kulay, 2023. "Alternative Integrated Ethanol, Urea, and Acetic Acid Processing Routes Employing CCU: A Prospective Study through a Life Cycle Perspective," Sustainability, MDPI, vol. 15(22), pages 1-23, November.

    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. Isadora Luiza Climaco Cunha & Fábio Rosa & Luiz Kulay, 2021. "Green Coalescent Synthesis Based on the Design for Environment (DfE) Principles: Brazilian Experience," Sustainability, MDPI, vol. 13(22), pages 1-22, November.
    2. Natália de Almeida Menezes & Isadora Luiza Clímaco Cunha & Moisés Teles dos Santos & Luiz Kulay, 2022. "Obtaining bioLPG via the HVO Route in Brazil: A Prospect Study Based on Life Cycle Assessment Approach," Sustainability, MDPI, vol. 14(23), pages 1-21, November.
    3. Tsegaye Ginbo, 2022. "Heterogeneous impacts of climate change on crop yields across altitudes in Ethiopia," Climatic Change, Springer, vol. 170(1), pages 1-21, January.
    4. Mitavachan Hiremath & Peter Viebahn & Sascha Samadi, 2021. "An Integrated Comparative Assessment of Coal-Based Carbon Capture and Storage (CCS) Vis-à-Vis Renewable Energies in India’s Low Carbon Electricity Transition Scenarios," Energies, MDPI, vol. 14(2), pages 1-28, January.
    5. Fatih Chellai, 2022. "Forecasting Models Based on Fuzzy Logic: An Application on International Coffee Prices," Econometrics. Advances in Applied Data Analysis, Sciendo, vol. 26(4), pages 1-16, December.
    6. Shanghui Jia & Xinhui Chen & Liyan Han & Jiayu Jin, 2023. "Global climate change and commodity markets: A hedging perspective," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 43(10), pages 1393-1422, October.
    7. Enio Campiglia & Laura Gobbi & Alvaro Marucci & Mattia Rapa & Roberto Ruggieri & Giuliana Vinci, 2020. "Hemp Seed Production: Environmental Impacts of Cannabis sativa L. Agronomic Practices by Life Cycle Assessment (LCA) and Carbon Footprint Methodologies," Sustainability, MDPI, vol. 12(16), pages 1-15, August.
    8. Madriaga, Zyreen Camill T & Felix, Jerry G. & Liasos, Ronaline B. & Acar, Mae Angela M. & Agacer, Kenneth Paolo B. & Adducul, Sheryl A., 2024. "Sustainability Practices and Financial Performance of Coffee Producers in Nueva Vizcaya," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(2), pages 2363-2388, February.
    9. Yan Xu & Aijun Liu & Zengxian Li & Jiaxin Li & Jiamin Xiong & Peng Fan, 2023. "Review of Green Supply-Chain Management Diffusion in the Context of Energy Transformation," Energies, MDPI, vol. 16(2), pages 1-16, January.
    10. Shilei Wang & Ying Ji & M. I. M. Wahab & Dan Xu & Changbao Zhou, 2022. "A New Decision Framework of Online Multi-Attribute Reverse Auctions for Green Supplier Selection under Mixed Uncertainty," Sustainability, MDPI, vol. 14(24), pages 1-23, December.
    11. Fadjry Djufry & Suci Wulandari & Renato Villano, 2022. "Climate Smart Agriculture Implementation on Coffee Smallholders in Indonesia and Strategy to Accelerate," Land, MDPI, vol. 11(7), pages 1-21, July.
    12. Wanyama, Joshua & Nakawuka, Prossie & Bwambale, Erion & Kiraga, Shafik & Kiggundu, Nicholas & Barasa, Bernard & Katimbo, Abia, 2024. "Evaluation of land suitability for surface irrigation under changing climate in a tropical setting of Uganda, East Africa," Agricultural Systems, Elsevier, vol. 217(C).
    13. Rachmat Mulia & Duong Dinh Nguyen & Mai Phuong Nguyen & Peter Steward & Van Thanh Pham & Hoang Anh Le & Todd Rosenstock & Elisabeth Simelton, 2020. "Enhancing Vietnam’s Nationally Determined Contribution with Mitigation Targets for Agroforestry: A Technical and Economic Estimate," Land, MDPI, vol. 9(12), pages 1-24, December.
    14. Simon L. Bager & Eric F. Lambin, 2020. "Sustainability strategies by companies in the global coffee sector," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3555-3570, December.
    15. Sagar Shelare & Ravinder Kumar & Trupti Gajbhiye & Sumit Kanchan, 2023. "Role of Geothermal Energy in Sustainable Water Desalination—A Review on Current Status, Parameters, and Challenges," Energies, MDPI, vol. 16(6), pages 1-22, March.
    16. Yi-Wen Chiu, 2019. "Environmental Implications of Taiwanese Oolong Tea and the Opportunities of Impact Reduction," Sustainability, MDPI, vol. 11(21), pages 1-13, October.
    17. Francesco Calise & Maria Vicidomini & Mário Costa & Qiuwang Wang & Poul Alberg Østergaard & Neven Duić, 2019. "Toward an Efficient and Sustainable Use of Energy in Industries and Cities," Energies, MDPI, vol. 12(16), pages 1-28, 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:gam:jsusta:v:15:y:2023:i:18:p:13987-:d:1244213. 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.