IDEAS home Printed from https://ideas.repec.org/a/gam/jlogis/v8y2024i4p131-d1545053.html
   My bibliography  Save this article

Application of Mixed-Integer Linear Programming Models for the Sustainable Management of Vine Pruning Residual Biomass: An Integrated Theoretical Approach

Author

Listed:
  • Leonel J. R. Nunes

    (proMetheus, Unidade de Investigação em Materiais, Energia e Ambiente para a Sustentabilidade, Instituto Politécnico de Viana do Castelo, Rua da Escola Industrial e Comercial de Nun’Alvares, 4900-347 Viana do Castelo, Portugal
    Escola Superior de Ciências Empresariais, Instituto Politécnico de Viana do Castelo, Rua da Escola Industrial e Comercial de Nun’Alvares, 4900-347 Viana do Castelo, Portugal
    DEGEIT, Departamento de Economia, Gestão, Engenharia Industrial e Turismo, Universidade de Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
    GOVCOPP, Unidade de Investigação em Governança, Competitividade e Políticas Públicas, Universidade de Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal)

Abstract

Background : This study explores the use of Mixed-Integer Linear Programming (MILP) models to optimize the collection and transportation of vineyard pruning biomass, a crucial resource for sustainable energy and material production. Efficient biomass logistics play a key role in supporting circular bioeconomy principles by improving resource utilization and reducing operational costs. Methods : Two optimization approaches are evaluated: a base MILP model designed for scenarios with single processing points and an advanced model that incorporates intermediate processing steps to enhance logistical efficiency. The models were tested using synthetic datasets simulating vineyard regions to assess their performance. Results : The models demonstrated significant improvements, achieving cost reductions of up to 30% while enhancing operational efficiency and resource utilization. The study highlights the scalability and real-world applicability of the proposed models. Conclusions : The findings underscore the potential of MILP models in optimizing biomass supply chains and advancing circular bioeconomy goals. However, key limitations, such as computational complexity and adaptability to dynamic environments, are noted. Future research should focus on real-time data integration, dynamic updates, and multi-objective optimization to improve model robustness and applicability across diverse supply chain scenarios.

Suggested Citation

  • Leonel J. R. Nunes, 2024. "Application of Mixed-Integer Linear Programming Models for the Sustainable Management of Vine Pruning Residual Biomass: An Integrated Theoretical Approach," Logistics, MDPI, vol. 8(4), pages 1-15, December.
  • Handle: RePEc:gam:jlogis:v:8:y:2024:i:4:p:131-:d:1545053
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2305-6290/8/4/131/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2305-6290/8/4/131/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Schniederjans, Dara G. & Curado, Carla & Khalajhedayati, Mehrnaz, 2020. "Supply chain digitisation trends: An integration of knowledge management," International Journal of Production Economics, Elsevier, vol. 220(C).
    2. Judit Nagy & Judit Oláh & Edina Erdei & Domicián Máté & József Popp, 2018. "The Role and Impact of Industry 4.0 and the Internet of Things on the Business Strategy of the Value Chain—The Case of Hungary," Sustainability, MDPI, vol. 10(10), pages 1-25, September.
    3. S. Bhuvaneshwari & Hiroshan Hettiarachchi & Jay N. Meegoda, 2019. "Crop Residue Burning in India: Policy Challenges and Potential Solutions," IJERPH, MDPI, vol. 16(5), pages 1-19, March.
    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. Valaskova Katarina & Nagy Marek, 2024. "The Role of Industry 4.0 in the Context of Economic Performance of Enterprises: A Literature Review," Economics and Culture, Sciendo, vol. 21(2), pages 123-137.
    2. Govindan, Kannan & Kannan, Devika & Jørgensen, Thomas Ballegård & Nielsen, Tim Straarup, 2022. "Supply Chain 4.0 performance measurement: A systematic literature review, framework development, and empirical evidence," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    3. Andrea Katona & Zoltán Birkner & Erzsébet Péter, 2023. "Examining Digital Transformation Trends in Austrian and Hungarian Companies," Sustainability, MDPI, vol. 15(15), pages 1-22, August.
    4. Guizhi Qi & Borui Zhang & Biao Tian & Rui Yang & Andy Baker & Pan Wu & Shouyang He, 2023. "Characterization of Dissolved Organic Matter from Agricultural and Livestock Effluents: Implications for Water Quality Monitoring," IJERPH, MDPI, vol. 20(6), pages 1-14, March.
    5. Mohammadreza Akbari & John L. Hopkins, 2022. "Digital technologies as enablers of supply chain sustainability in an emerging economy," Operations Management Research, Springer, vol. 15(3), pages 689-710, December.
    6. Li Jiang & Yanru Zhang & Yi Zhu & Zhongliang Huang & Jing Huang & Zijian Wu & Xuan Zhang & Xiaoli Qin & Hui Li, 2023. "Effects of Magnetic Biochar Addition on Mesophilic Anaerobic Digestion of Sewage Sludge," IJERPH, MDPI, vol. 20(5), pages 1-14, February.
    7. Tamang, Phurba & Tyagi, Vinay Kumar & Gunjyal, Neelam & Rahmani, Ali Mohammad & Singh, Rajesh & Kumar, Pradeep & Ahmed, Banafsha & Tyagi, Pooja & Banu, Rajesh & Varjani, Sunita & Kazmi, A.A., 2023. "Free nitrous acid (FNA) pretreatment enhances biomethanation of lignocellulosic agro-waste (wheat straw)," Energy, Elsevier, vol. 264(C).
    8. Peerally, Jahan Ara & Santiago, Fernando & De Fuentes, Claudia & Moghavvemi, Sedigheh, 2022. "Towards a firm-level technological capability framework to endorse and actualize the Fourth Industrial Revolution in developing countries," Research Policy, Elsevier, vol. 51(10).
    9. Christian Hoyer & Indra Gunawan & Carmen Haule Reaiche, 2020. "The Implementation of Industry 4.0 – A Systematic Literature Review of the Key Factors," Systems Research and Behavioral Science, Wiley Blackwell, vol. 37(4), pages 557-578, July.
    10. Eleonora Di Maria & Valentina De Marchi & Ambra Galeazzo, 2022. "Industry 4.0 technologies and circular economy: The mediating role of supply chain integration," Business Strategy and the Environment, Wiley Blackwell, vol. 31(2), pages 619-632, February.
    11. Guoqing Zhao & Shaofeng Liu & Sebastian Elgueta & Juan Pablo Manzur & Carmen Lopez & Huilan Chen, 2022. "Knowledge Mobilization for Agri-Food Supply Chain Decisions: Identification of Knowledge Boundaries and Categorization of Boundary-Spanning Mechanisms," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 15(2), pages 1-25, December.
    12. Ying Song & Lu Yang & Stavros Sindakis & Sakshi Aggarwal & Charles Chen, 2023. "Analyzing the Role of High-Tech Industrial Agglomeration in Green Transformation and Upgrading of Manufacturing Industry: the Case of China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3847-3877, December.
    13. Yan Peng & Hanzi Chen & Tinghui Li, 2023. "The Impact of Digital Transformation on ESG: A Case Study of Chinese-Listed Companies," Sustainability, MDPI, vol. 15(20), pages 1-21, October.
    14. Bilson Simamora, 2021. "Toward A General Theory of Consumer Motivation: A Critical Review," Technium Social Sciences Journal, Technium Science, vol. 18(1), pages 418-432, April.
    15. Andrei, Mariana & Thollander, Patrik & Sannö, Anna, 2022. "Knowledge demands for energy management in manufacturing industry - A systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    16. Shaochen Xu & Xiaofei Zhou & Zeeshan Ahmad, 2022. "Measuring the Psychological Behavior of Tourism Service Providers in Low-Income Regions: Implementing Effective Service Marketing and Performances Strategies," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
    17. Margarita Išoraitė & Gintarė Gulevičiūtė & Nikolaj Ambrusevič, 2022. "Impact of Industry 4.0 on business studies," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 9(3), pages 64-75, March.
    18. Yamini, Vaddula & Singh, Kulvir, 2024. "Emitter spacing, depth of lateral placement, and nutrient levels affect productivity of cotton-wheat cropping system under sub-surface drip fertigation," Agricultural Water Management, Elsevier, vol. 295(C).
    19. Tripti Tiwari & Mohit Tiwari, 2020. "Current Economic Slowdown and Opportunities for Cost Effective Services and Products using Technological Inventions: An Empirical Study," International Journal of Economics and Financial Issues, Econjournals, vol. 10(5), pages 121-129.
    20. Paula Heeß & Jakob Rockstuhl & Marc-Fabian Körner & Jens Strüker, 2024. "Enhancing trust in global supply chains: Conceptualizing Digital Product Passports for a low-carbon hydrogen market," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-20, December.

    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:jlogis:v:8:y:2024:i:4:p:131-:d:1545053. 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.