Enhancing Warehouse Efficiency and Competitiveness in Logistic through Digital Twin and Simulation Integration

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This paper examines the integration of digital twin (DT) and simulation technologies in warehouse management to enhance efficiency and competitiveness in the logistics industry, specifically for third-party logistics (3PL) providers. It uses a case study to benchmark current practices and identify areas for improvement. The research also analyses industry trends and competitor strategies, revealing a growing adoption of DT and simulation for warehouse optimization. The findings highlight significant benefits of DT and simulation integration, including improved operational efficiency, enhanced decision-making, optimized inventory management, and increased supply chain visibility. The paper proposes a practical framework for implementing these technologies, emphasizing a phased approach to ensure smooth integration and maximize impact for 3PL providers.

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Engineering Headway (Volume 27)

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739-751

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October 2025

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© 2025 Trans Tech Publications Ltd. All Rights Reserved

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[1] F. Bugarčić, V. Skvarciany, and N. Stanišić, "Logistics performance index in international trade: case of Central and Eastern European and Western Balkans countries," Business: Theory and Practice, vol. 21, no. 2, p.452–459, Jun. 2020.

DOI: 10.3846/BTP.2020.12802

Google Scholar

[2] J. F. Yao, Y. Yang, X. C. Wang, and X. P. Zhang, "Systematic review of digital twin technology and applications," 2023.

DOI: 10.1186/s42492-023-00137-4

Google Scholar

[3] C. G. S. Rebelo, M. T. Pereira, F. J. G. Silva, L. P. Ferreira, and J. C. Sá, "The relevance of space analysis in warehouse management," Procedia Manuf, vol. 55, no. C, p.471–478, Jan. 2021.

DOI: 10.1016/J.PROMFG.2021.10.064

Google Scholar

[4] S. Boschert, C. Heinrich, and R. Rosen, "Next Generation Digital Twin," ResearchGate, Jan. 2018, Accessed: Jun. 23, 2024. [Online]. Available: https://www.researchgate.net/publication/325119950

Google Scholar

[5] D. G. J. Opoku, S. Perera, R. Osei-Kyei, and M. Rashidi, "Digital twin application in the construction industry: A literature review," Journal of Building Engineering, vol. 40, p.102726, Aug. 2021.

DOI: 10.1016/J.JOBE.2021.102726

Google Scholar

[6] G. Mylonas, A. Kalogeras, G. Kalogeras, C. Anagnostopoulos, C. Alexakos, and L. Munoz, "Digital Twins from Smart Manufacturing to Smart Cities: A Survey," IEEE Access, vol. 9, p.143222–143249, 2021.

DOI: 10.1109/ACCESS.2021.3120843

Google Scholar

[7] C. Semeraro, M. Lezoche, H. Panetto, and M. Dassisti, "Digital twin paradigm: A systematic literature review," Comput Ind, vol. 130, p.103469, Sep. 2021.

DOI: 10.1016/J.COMPIND.2021.103469

Google Scholar

[8] K. Agalianos, S. T. Ponis, E. Aretoulaki, G. Plakas, and O. Efthymiou, "Discrete event simulation and digital twins: Review and challenges for logistics," in Procedia Manufacturing, Elsevier B.V., 2020, p.1636–1641.

DOI: 10.1016/j.promfg.2020.10.228

Google Scholar

[9] S. J. E. Taylor, T. Eldabi, G. Riley, R. J. Paul, and M. Pidd, "Simulation modelling is 50! Do we need a reality check?," Journal of the Operational Research Society, vol. 60, no. SUPPL. 1, p.69–82, 2009.

DOI: 10.1057/JORS.2008.196

Google Scholar

[10] K. Aravindaraj and P. Rajan Chinna, "A systematic literature review of integration of industry 4.0 and warehouse management to achieve Sustainable Development Goals (SDGs)," Cleaner Logistics and Supply Chain, vol. 5, p.100072, Dec. 2022.

DOI: 10.1016/J.CLSCN.2022.100072

Google Scholar

[11] Y. Liu et al., "Cognitive digital twins for freight parking management in last mile delivery under smart cities paradigm," Comput Ind, vol. 153, p.104022, Dec. 2023.

DOI: 10.1016/J.COMPIND.2023.104022

Google Scholar

[12] J. Leng et al., "Digital twin-driven joint optimisation of packing and storage assignment in large-scale automated high-rise warehouse product-service system," Int J Comput Integr Manuf, vol. 34, no. 7–8, p.783–800, Aug. 2021.

DOI: 10.1080/0951192X.2019.1667032

Google Scholar

[13] P. Maheshwari, S. Kamble, S. Kumar, A. Belhadi, and S. Gupta, "Digital twin-based warehouse management system: a theoretical toolbox for future research and applications," International Journal of Logistics Management, vol. ahead-of-print, no. ahead-of-print, 2023.

DOI: 10.1108/ijlm-01-2023-0030

Google Scholar

[14] M. Saunders, P. Lewis, and A. Thornhill, Research methods for business students, Ninth edition.. 2023. Accessed: Jun. 28, 2024. [Online]. Available: https://locate.coventry.ac.uk/primo-explore/fulldisplay?docid=COV_ALMA51183305280002011&context=L&vid=COV_VU1&lang=en_US&search_scope=LSCOP_COV&adaptor=Local%20Search%20Engine&isFrbr=true&tab=local&query=any,contains,research%20methods%20for%20business%20students&sortby=date&facet=frbrgroupid,include,137409365&offset=0

Google Scholar

[15] E. W. K. Tsang, "Case study methodology: causal explanation, contextualization, and theorizing," Journal of International Management, vol. 19, no. 2, p.195–202, Jun. 2013.

DOI: 10.1016/J.INTMAN.2012.08.004

Google Scholar

[16] H. Kallio, A. M. Pietilä, M. Johnson, and M. Kangasniemi, "Systematic methodological review: developing a framework for a qualitative semi-structured interview guide," J Adv Nurs, vol. 72, no. 12, p.2954–2965, Dec. 2016.

DOI: 10.1111/JAN.13031

Google Scholar

[17] K. A. Neuendorf, "Content analysis and thematic analysis," Advanced Research Methods for Applied Psychology, p.211–223, Aug. 2018.

DOI: 10.4324/9781315517971-21

Google Scholar

[18] V. Clarke and V. Braun, "Thematic analysis," J Posit Psychol, vol. 12, no. 3, p.297–298, May 2017.

DOI: 10.1080/17439760.2016.1262613

Google Scholar

[19] M. Javaid, A. Haleem, and R. Suman, "Digital Twin applications toward Industry 4.0: A Review," Cognitive Robotics, vol. 3, p.71–92, Jan. 2023.

DOI: 10.1016/J.COGR.2023.04.003

Google Scholar

[20] N. Li and J. Sun, "Research on the Application of Digital Twin Technology in Intelligent Information System of Modern Logistics Warehouse," 2023 IEEE 3rd International Conference on Data Science and Computer Application, ICDSCA 2023, p.1082–1086, 2023.

DOI: 10.1109/ICDSCA59871.2023.10392494

Google Scholar

[21] Q. Qi et al., "Enabling technologies and tools for digital twin," J Manuf Syst, vol. 58, p.3–21, Jan. 2021.

DOI: 10.1016/J.JMSY.2019.10.001

Google Scholar

[22] A. Ferrari et al., "An integrated simulation modelling approach for a warehouse 4.0," Apr. 2021.

DOI: 10.21203/RS.3.RS-317679/V1

Google Scholar

[23] NVIDIA, "Amazon Robotics Builds Digital Twins of Warehouses with NVIDIA Omniverse and Isaac Sim." Accessed: Sep. 03, 2024. [Online]. Available: https://resources.nvidia.com/en-us-omniverse-enterprise/amazon-robotics

Google Scholar

[24] SIMUL8, "CEVA Logistics use a simulation-powered digital twin | Simul8," 2024. Accessed: Jun. 25, 2024. [Online]. Available: https://www.simul8.com/case-studies/ceva-logistics-simulation-digital-twin

DOI: 10.36819/sw20.006

Google Scholar

[25] DHL, "Digital Twins - DHL - United Kingdom." Accessed: Jul. 26, 2024. [Online]. Available: https://www.dhl.com/gb-en/home/insights-and-innovation/thought-leadership/trend-reports/digital-twins-supply-chain.html

Google Scholar

[26] KeuhneNagel, "Connecting Logistics Corporate Brochure Financial Year 2023 - KUEHNE+NAGEL." Accessed: Aug. 01, 2024. [Online]. Available: https://newsroom.kuehne-nagel.com/de-ch/download/d9060085-d478-4c7f-aa9d-68ea6e39673c/corporatebrochurekuehnenagel2023.pdf

Google Scholar

[27] FutureSupplyChains, "Case Study: UPS Sustainable Warehouse Technology - The Foundation For Future Supply Chain | FFSC." Accessed: Jul. 26, 2024. [Online]. Available: https://futuresupplychains.org/ups-sustainable-warehouse-technology/

Google Scholar

[28] Geodis, "Investing in warehouse automation | GEODIS." Accessed: Jul. 31, 2024. [Online]. Available: https://geodis.com/gb-en/blog/investing-warehouse-automation

Google Scholar

[29] B. Trebilcock, "Modern's System Report: Robots at GEODIS - Robotics 24/7." Accessed: Jul. 31, 2024. [Online]. Available: https://www.robotics247.com/article/moderns_system_ report_robots_at_geodis

Google Scholar