IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v11y2018i7p1833-d157679.html
   My bibliography  Save this article

Real-Time Decision Making in First Mile and Last Mile Logistics: How Smart Scheduling Affects Energy Efficiency of Hyperconnected Supply Chain Solutions

Author

Listed:
  • Tamás Bányai

    (Institute of Logistics, University of Miskolc, 3515 Miskolc, Hungary)

Abstract

Energy efficiency and environmental issues have been largely neglected in logistics. In a traditional supply chain, the objective of improving energy efficiency is targeted at the level of single parts of the value making chain. Industry 4.0 technologies make it possible to build hyperconnected logistic solutions, where the objective of decreasing energy consumption and economic footprint is targeted at the global level. The problems of energy efficiency are especially relevant in first mile and last mile delivery logistics, where deliveries are composed of individual orders and each order must be picked up and delivered at different locations. Within the frame of this paper, the author describes a real-time scheduling optimization model focusing on energy efficiency of the operation. After a systematic literature review, this paper introduces a mathematical model of last mile delivery problems including scheduling and assignment problems. The objective of the model is to determine the optimal assignment and scheduling for each order so as to minimize energy consumption, which allows to improve energy efficiency. Next, a black hole optimization-based heuristic is described, whose performance is validated with different benchmark functions. The scenario analysis validates the model and evaluates its performance to increase energy efficiency in last mile logistics.

Suggested Citation

  • Tamás Bányai, 2018. "Real-Time Decision Making in First Mile and Last Mile Logistics: How Smart Scheduling Affects Energy Efficiency of Hyperconnected Supply Chain Solutions," Energies, MDPI, vol. 11(7), pages 1-25, July.
    • Handle: RePEc:gam:jeners:v:11:y:2018:i:7:p:1833-:d:157679
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/11/7/1833/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/11/7/1833/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Llorca, Manuel & Jamasb, Tooraj, 2017. "Energy efficiency and rebound effect in European road freight transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 98-110.
    2. Glock, C. H. & Grosse, E. H. & Ries, J. M., 2017. "Decision support models for supplier development: systematic literature review and research agenda," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 88898, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Antonella Meneghetti & Eleonora Dal Borgo & Luca Monti, 2015. "Rack shape and energy efficient operations in automated storage and retrieval systems," International Journal of Production Research, Taylor & Francis Journals, vol. 53(23), pages 7090-7103, December.
    4. Julia Freis & Philipp Vohlidka & Willibald A. Günthner, 2016. "Low-Carbon Warehousing: Examining Impacts of Building and Intra-Logistics Design Options on Energy Demand and the CO 2 Emissions of Logistics Centers," Sustainability, MDPI, vol. 8(5), pages 1-36, May.
    5. Ferretti, I. & Zanoni, S. & Zavanella, L. & Diana, A., 2007. "Greening the aluminium supply chain," International Journal of Production Economics, Elsevier, vol. 108(1-2), pages 236-245, July.
    6. Beatrice Marchi & Simone Zanoni & Ivan Ferretti & Lucio E. Zavanella, 2018. "Stimulating Investments in Energy Efficiency Through Supply Chain Integration," Energies, MDPI, vol. 11(4), pages 1-13, April.
    7. Zacharias, John & Zhang, Bingjie, 2015. "Local distribution and collection for environmental and social sustainability – tricycles in central Beijing," Journal of Transport Geography, Elsevier, vol. 49(C), pages 9-15.
    8. Luigi Ranieri & Salvatore Digiesi & Bartolomeo Silvestri & Michele Roccotelli, 2018. "A Review of Last Mile Logistics Innovations in an Externalities Cost Reduction Vision," Sustainability, MDPI, vol. 10(3), pages 1-18, March.
    9. Glock, Christoph H. & Grosse, Eric H. & Ries, Jörg M., 2017. "Decision support models for supplier development: Systematic literature review and research agenda," International Journal of Production Economics, Elsevier, vol. 193(C), pages 798-812.
    10. Maurizio Faccio & Mauro Gamberi, 2015. "New City Logistics Paradigm: From the “Last Mile” to the “Last 50 Miles” Sustainable Distribution," Sustainability, MDPI, vol. 7(11), pages 1-22, November.
    11. Beatrice Marchi & Simone Zanoni, 2017. "Supply Chain Management for Improved Energy Efficiency: Review and Opportunities," Energies, MDPI, vol. 10(10), pages 1-29, October.
    12. Glock, Christoph H. & Grosse, Eric H. & Ries, Jörg M., 2017. "Reprint of “Decision support models for supplier development: Systematic literature review and research agenda”," International Journal of Production Economics, Elsevier, vol. 194(C), pages 246-260.
    13. Ramanathan, R., 1998. "Development of Indian passenger transport," Energy, Elsevier, vol. 23(5), pages 429-430.
    14. Jessica Wehner, 2018. "Energy Efficiency in Logistics: An Interactive Approach to Capacity Utilisation," Sustainability, MDPI, vol. 10(6), pages 1-19, May.
    15. Lei Yang & Yiji Cai & Xiaozhe Zhong & Yongqiang Shi & Zhiyong Zhang, 2017. "A Carbon Emission Evaluation for an Integrated Logistics System—A Case Study of the Port of Shenzhen," Sustainability, MDPI, vol. 9(3), pages 1-23, March.
    16. Fan Xiao & Zhi-Hua Hu & Ke-Xin Wang & Pei-Hua Fu, 2015. "Spatial Distribution of Energy Consumption and Carbon Emission of Regional Logistics," Sustainability, MDPI, vol. 7(7), pages 1-20, July.
    17. Uslu, Ayla & Faaij, André P.C. & Bergman, P.C.A., 2008. "Pre-treatment technologies, and their effect on international bioenergy supply chain logistics. Techno-economic evaluation of torrefaction, fast pyrolysis and pelletisation," Energy, Elsevier, vol. 33(8), pages 1206-1223.
    18. Duan, Hong-Bo & Zhu, Lei & Fan, Ying, 2014. "Optimal carbon taxes in carbon-constrained China: A logistic-induced energy economic hybrid model," Energy, Elsevier, vol. 69(C), pages 345-356.
    19. Martinsson, Johan & Lundqvist, Lennart J. & Sundström, Aksel, 2011. "Energy saving in Swedish households. The (relative) importance of environmental attitudes," Energy Policy, Elsevier, vol. 39(9), pages 5182-5191, September.
    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. Sandipa Bhattacharya & Mitali Sarkar & Biswajit Sarkar & Lakshmi Thangavelu, 2023. "Exploring Sustainability and Economic Growth through Generation of Renewable Energy with Respect to the Dynamical Environment," Mathematics, MDPI, vol. 11(19), pages 1-22, September.
    2. Yingjie Ju & Yue Wang & Ye Cheng & Jun Jia, 2019. "Investigating the Impact Factors of the Logistics Service Supply Chain for Sustainable Performance: Focused on Integrators," Sustainability, MDPI, vol. 11(2), pages 1-16, January.
    3. Zongbao Zou & Fan Wang & Xiaofan Lai & Jingxian Hong, 2019. "How Does Licensing Remanufacturing Affect the Supply Chain Considering Customer Environmental Awareness?," Sustainability, MDPI, vol. 11(7), pages 1-23, March.
    4. Elifcan Göçmen & Rızvan Erol, 2018. "The Problem of Sustainable Intermodal Transportation: A Case Study of an International Logistics Company, Turkey," Sustainability, MDPI, vol. 10(11), pages 1-16, November.
    5. Li, Qiaoru & Wang, Yuanyuan & Li, Kun & Chen, Liang & Wei, Zhenlin, 2019. "Evolutionary dynamics of the last mile travel choice," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 536(C).
    6. Techane Bosona, 2020. "Urban Freight Last Mile Logistics—Challenges and Opportunities to Improve Sustainability: A Literature Review," Sustainability, MDPI, vol. 12(21), pages 1-20, October.

    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. Miroslav Stefanov, 2018. "Features of Compressed Natural Gas Physical Distribution: A Bulgarian Case Study," Logistics, MDPI, vol. 2(3), pages 1-21, September.
    2. Beatrice Marchi & Simone Zanoni & Ivan Ferretti & Lucio E. Zavanella, 2018. "Stimulating Investments in Energy Efficiency Through Supply Chain Integration," Energies, MDPI, vol. 11(4), pages 1-13, April.
    3. Lei Yang & Yiji Cai & Jiahui Hong & Yongqiang Shi & Zhiyong Zhang, 2016. "Urban Distribution Mode Selection under Low Carbon Economy—A Case Study of Guangzhou City," Sustainability, MDPI, vol. 8(7), pages 1-22, July.
    4. S. Maryam Masoumi & Nima Kazemi & Salwa Hanim Abdul-Rashid, 2019. "Sustainable Supply Chain Management in the Automotive Industry: A Process-Oriented Review," Sustainability, MDPI, vol. 11(14), pages 1-30, July.
    5. Hu, Jing & Hu, Qiying & Xia, Yusen, 2019. "Who should invest in cost reduction in supply chains?," International Journal of Production Economics, Elsevier, vol. 207(C), pages 1-18.
    6. Imre Dobos & Gyöngyi Vörösmarty, 2019. "Evaluating green suppliers: improving supplier performance with DEA in the presence of incomplete data," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 27(2), pages 483-495, June.
    7. Moshtari, Mohammad & Altay, Nezih & Heikkilä, Jussi & Gonçalves, Paulo, 2021. "Procurement in humanitarian organizations: Body of knowledge and practitioner's challenges," International Journal of Production Economics, Elsevier, vol. 233(C).
    8. Golmohammadi, Amirmohsen & Taghavi, Majid & Farivar, Samira & Azad, Nader, 2018. "Three strategies for engaging a buyer in supplier development efforts," International Journal of Production Economics, Elsevier, vol. 206(C), pages 1-14.
    9. Sijing Liu & Jiuping Xu & Xiaoyuan Shi & Guoqi Li & Dinglong Liu, 2018. "Sustainable Distribution Organization Based on the Supply–Demand Coordination in Large Chinese Cities," Sustainability, MDPI, vol. 10(9), pages 1-25, August.
    10. María-José Verdecho & Faustino Alarcón-Valero & David Pérez-Perales & Juan-José Alfaro-Saiz & Raúl Rodríguez-Rodríguez, 2021. "A methodology to select suppliers to increase sustainability within supply chains," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 29(4), pages 1231-1251, December.
    11. Zhou, Rui & Bhuiyan, Tanveer Hossain & Medal, Hugh R. & Sherwin, Michael D. & Yang, Dong, 2022. "A stochastic programming model with endogenous uncertainty for selecting supplier development programs to proactively mitigate supplier risk," Omega, Elsevier, vol. 107(C).
    12. Nasr, Walid W. & Jaber, Mohamad Y., 2019. "Supplier development in a two-level lot sizing problem with non-conforming items and learning," International Journal of Production Economics, Elsevier, vol. 216(C), pages 349-363.
    13. Imranul Hoque & Mohammad B. Rana, 2020. "Buyer–supplier relationships from the perspective of working environment and organisational performance: review and research agenda," Management Review Quarterly, Springer, vol. 70(1), pages 1-50, February.
    14. Juthathip Suraraksa & Kwang Sup Shin, 2019. "Comparative Analysis of Factors for Supplier Selection and Monitoring: The Case of the Automotive Industry in Thailand," Sustainability, MDPI, vol. 11(4), pages 1-19, February.
    15. Josip Marić & Carlos Galera-Zarco & Marco Opazo-Basáez, 2022. "The emergent role of digital technologies in the context of humanitarian supply chains: a systematic literature review," Annals of Operations Research, Springer, vol. 319(1), pages 1003-1044, December.
    16. Noorizadeh, Abdollah & Kuosmanen, Timo & Peltokorpi, Antti, 2021. "Effective purchasing reallocation to suppliers: insights from productivity dynamics and real options theory," International Journal of Production Economics, Elsevier, vol. 233(C).
    17. Zhang, Jiayuan & Yalcin, Mehmet G. & Hales, Douglas N., 2021. "Elements of paradoxes in supply chain management literature: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 232(C).
    18. Saghiri, Soroosh & Wilding, Richard, 2021. "On the effectiveness of supplier development programs: The role of supply-side moderators," Technovation, Elsevier, vol. 103(C).
    19. Joakim Haraldsson & Maria T. Johansson, 2019. "Energy Efficiency in the Supply Chains of the Aluminium Industry: The Cases of Five Products Made in Sweden," Energies, MDPI, vol. 12(2), pages 1-25, January.
    20. Marchi, B. & Zanoni, S. & Zavanella, L.E. & Jaber, M.Y., 2019. "Supply chain models with greenhouse gases emissions, energy usage, imperfect process under different coordination decisions," International Journal of Production Economics, Elsevier, vol. 211(C), pages 145-153.

    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:jeners:v:11:y:2018:i:7:p:1833-:d:157679. 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.