Skip to main content

Advertisement

Log in

Toward Smart Logistics: Engineering Insights and Emerging Trends

  • Original Paper
  • Published:
Archives of Computational Methods in Engineering Aims and scope Submit manuscript

Abstract

Each day, companies and organizations are facing new challenges. The customer requirements are increasing and global competition is leading to important changes in the industrial world. Against this background, the fourth industrial revolution aims to deal with these challenges. Besides the lack of comparable studies covering the new concepts in logistics, this study intends to study, and clarify diverse approaches in smart logistics frameworks in order to produce a new picture of the state of smart logistics research. The main objective of this paper is to present a coherent and comprehensive vision of current efforts in smart logistics. In particular, we begin by presenting the methodology followed and the bibliometric analysis. We also propose a classification of existing works in the literature dealing with intelligent logistics. Also, we provide an overview of smart logistics technologies and applications presented in the recent literature and provide a summary of related research work. Finally, we identify possible future areas of research.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

References

  1. World bank Open Data (2017) http://databank.worldbank.org/data/download/archive/IDS_excel_2017_10

  2. PWC France (2017) https://www.pwc.fr/fr/espace-presse/communiques-de-presse/2017/fevrier/economie-mondiale-en-2050.html

  3. Paprocki W (2016) How transport and logistics operators can implement the solutions of “Industry 4.0”. TranSopot Conference, pp 185–196

  4. Evans D (2011) Cisco. L’internet des objets. http://www.cisco.com/web/CA/solutions/executive/assets/pdf/internetof-things-fr.pdf

  5. Cabinet américain Armstrong & Associates (2017) https://www.3plogistics.com/

  6. Butner K (2010) The smarter supply chain of the future. Strategy Leaders 38(1):22–31. https://doi.org/10.1108/10878571011009859

    Article  Google Scholar 

  7. Schuster EW, Allenb SJ, Brock DL (2007) Global RFID: the value of the EPCglobal network for supply chain management. Springer, Cambridge

    Google Scholar 

  8. Wu L, Yue X, Jin A, Yen DC (2016) Smart supply chain management: a review and implications for future research. Int J Logist Manag 27(2):395–417. https://doi.org/10.1108/IJLM-02-2014-0035

    Article  Google Scholar 

  9. Lu Y (2017) Industry 4.0: a survey on technologies, applications and open research issues. J Ind Inf Integr 6:1–10

    Google Scholar 

  10. Szymańska O, Adamczak M, Cyplik P (2017) Logistics 40—a new paradigm or set of known solutions? Res Logist Prod 7(4):299–310

    Google Scholar 

  11. Douaioui K, Fri M, Mabroukki C, Elalami S (2018) The interaction between industry 4.0 and smart logistics: concepts and perspectives. In: IEEE international colloquium on logistics and supply chain management (LOGISTIQUA). https://doi.org/10.1109/logistiqua.2018.8428300

  12. Hermann M, Pentek T, Otto B(2016) Design principles for industrie 4.0 scenarios. In: 2016 49th Hawaii International Conference on System Sciences (HICSS). https://doi.org/10.1109/hicss.2016.488

  13. Schenk M (2014) Industrie 4.0–Wege und Lösungsbeispiele. Industrie 4:267–278

    Google Scholar 

  14. Schmidtke N, Behrendt F, Thater L, Meixner S (2018) Technical potentials and challenges within internal logistics 4.0. In: 4th IEEE international conference on logistics operations management (GOL). https://doi.org/10.1109/gol.2018.8378072

  15. Douaioui K, Fri M, Mabrouki C, Semma EA (2018) Smart port: design and perspectives. In: 2018 4th International conference on logistics operations management (GOL), https://doi.org/10.1109/gol.2018.8378099

  16. Brandau A, Schenk M (2015) Ganzheitliches Konzept zur Modellierung und Analyse von Zustandsdaten logistischer Objekte. Thesis, Institute of Logistics and Material Handling Systems, pp 11–13

    Google Scholar 

  17. Barreto L, Amaral A, Pereira T (2017) Industry 4.0 implications in logistics: an overview. Procedia Manuf 13:1245–1252

    Google Scholar 

  18. Seuring S, Müller M, Westhaus M, Morana R (2005) Conducting a literature review the example of sustainability in supply chains. Res Methodol Supp Chain Manag 1(4):91–106

    Google Scholar 

  19. Winkelhaus S, Grosse EH (2019) Logistics 4.0: a systematic review towards a new logistics system. Logistics 4.0: a systematic review towards a new logistics system. https://doi.org/10.1080/00207543.2019.1612964

  20. Poli GA, Saviani TN, Júnior IG (2018) Logistics 4.0: a systematic review. Iberoam J Proj Manag 58(1):18–43

    Google Scholar 

  21. Kryvinska N, Strauss C (2017) Smart logistics and supply chain management—an indicator-driven literature analysis. In: Association for information systems AIS electronic library (AISeL). https://aisel.aisnet.org/sigbd2017/2

  22. TUYSUZ O (2019) Internet of Things and Logistics 4.0 state of the art of the smart logistics. Digital archive of Ph.D. and postgraduate theses

  23. Khan ZH, Ali AS, Riaz Z (2014) Computational intelligence for decision support in cyber-physical systems, 540. Springer, Berlin

  24. Tjahjono B, Esplugues C, Ares E, Pelaez G (2017) What does industry 4.0 mean to supply chain? Procedia Manuf 13:1175–1182

    Google Scholar 

  25. Scholz-Reiter B, Freitag M (2007) Autonomous processes in assembly systems. CIRP Ann 56:712–729

    Google Scholar 

  26. Kagermann H, Wahlster W, Helbig J (2013) Recommendations for implementing the strategic initiative Industrie 4.0. https://www.din.de/blob/76902/e8cac883f42bf28536e7e8165993f1fd/recommendations-for-implementing-industry-4-0-data.pdf

  27. Evtodieva TE, Chernova DV, Ivanova NV, Kisteneva NS (2019) Logistics 4.0. sustainable growth and development of economic systems, pp 207–219

  28. Glistau E, Machado NIC (2018) Industry 4.0, logistics 4.0 and materials—chances and solutions. Mater Sci Forum 919:307–314

    Google Scholar 

  29. Bukova B, Brumercikovaeva E, Cerna L, Drozdziel P (2018) The Position of industry 4.0 in the worldwide logistics chains. LOGI-Sci J Transp Logist. https://doi.org/10.2478/logi-2018-0003

  30. Bucovetchi O, Simioana AE, Stanciu RD (2017) A new approach in Supply Chain Processes—Smart Logistics. In: 8th International conference on manufacturing science and education—MSE 2017 “Trends in New Industrial Revolution”. https://doi.org/10.1051/matecconf/201712107004

  31. Xuejiang WEI, Meng W, Lu CAO (2019) A new curriculum system for training practical talents of smart logistics management. Transp Res Procedia. https://doi.org/10.12783/dtssehs/isehs2019/31579

    Article  Google Scholar 

  32. Zhou G (2018) Analysis on the application situation of china’s smart logistics from the perspective of technology. https://doi.org/10.2991/icemaess-18.2018.137

    Article  Google Scholar 

  33. Korczak J, Kijewska K (2019) Smart logistics in the development of smart cities. Transp Res Procedia 39:201–211

    Google Scholar 

  34. Sharma N, Chauhan N, Chand N (2016) Smart logistics vehicle management system based on internet of vehicles. In: IEEE 4th international conference on parallel, distributed and grid computing (PDGC). https://doi.org/10.1109/pdgc.2016.7913245

  35. Wattanakul S, Henry S, Bentaha ML, Reeveerakul N, Ouzrout Y (2018) Improvement of the containerize performance based on the unitary traceability of smart logistics units. PLM 2018:410–4019

    Google Scholar 

  36. Wattanakul S, Henry S, Bentaha L, Reeveerakul N, Ouzrout Y (2018) Improvement of the containerized logistics performance using the unitary traceability of smart logistics units. In: IFIP international conference on product lifecycle management, pp 410-419

  37. Bates O, Knowles B, Friday A (2017) Are People the key to enabling collaborative smart logistics?. In: ACM proceedings of the CHI conference extended abstracts on human factors in computing systems (CHI EA ‘17), pp 1494–1499

  38. Kumar RS, Rani C, Kumar PG (2018) Design of smart logistics transportation system using MapReduce intelligent water drops algorithm in Hadoop environment. Int J Logist Syst Manag. https://doi.org/10.1504/IJLSM.2018.094937

    Article  Google Scholar 

  39. Mihatsch G, Reith U, Knieß P, Banerjee A (2018) Smart logistics from the first mile to the last. ATZ Worldwide 120(11):46–51

    Google Scholar 

  40. Kiousis V, Nathanail E, Karakikes L (2018) Assessing traffic and environmental impacts of smart lockers logistics measure in a medium-sized municipality of Athens. In: The 4th conference on sustainable urban mobility, pp 614–621

  41. Tatham P (2017) Flying maggots: a smart logistic solution to an enduring medical challenge. J Hum Log Supp Chain Manag 7(2):172–193

    Google Scholar 

  42. Karakikes I, Nathanail E (2017) Simulation Techniques for Evaluating Smart Logistics Solutions for Sustainable Urban Distribution. Procedia Eng 178:569–578

    Google Scholar 

  43. Forkel E, Schumann CA (2017) Smart interoperable logistic environment innovation driver for modern technologies. In: IEEE international conference on engineering, technology, and innovation (ICE/ITMC). https://doi.org/10.1109/ice.2017.8280012

  44. Nathanail E, Gogas M, Adamos G (2016) Smart interconnections of interurban and urban freight transport towards achieving sustainable city logistics. Transp Res Procedia 14:983–992

    Google Scholar 

  45. Zhang N (2018) Smart logistics path for cyber-physical systems with internet of things. IEEE Access

  46. Lee S, Kang Y, Prabhu VV (2016) Smart logistics: distributed control of green crowdsourced parcel services. Int J Prod Res 54(23):6956–6968

    Google Scholar 

  47. Schlott S (2017) Vehicle systems for logistics 4.0. ATZ Worldwide 119(2):8–13

    Google Scholar 

  48. Oonk M (2016) Smart logistics corridors and the benefits of intelligent transport systems. Towards Innovative Freight and Logistics, 2. Wiley Online Library. https://doi.org/10.1002/9781119307785.ch1

  49. Javier F, Scott G, Angel J, Patrick H (2018) Sustainable transportation and smart logistics: decision-making models and solutions. Elsevier, New York

    Google Scholar 

  50. Cheng IL, Cheng CH, Liu DG (2019) A learnable unmanned smart logistics prototype system design and implementation. IEEE international conference on artificial intelligence circuits and systems (AICAS). https://doi.org/10.1109/AICAS.2019.8771589

    Article  Google Scholar 

  51. Cyplik P, Hajdul M (2019) Digital transport management in manufacturing companies based on logistics 4.0 concept. Integration of information flow for greening supply chain management. EcoProduction (Environmental issues in logistics and manufacturing), pp 325–338

  52. Lee CKM, Lv Y, Ng KKH, Ho W, Choy KL (2018) Design and application of Internet of things-based warehouse management system for smart logistics. Int J Prod Res 56(8):2753–2768

    Google Scholar 

  53. Chiang DMH, Lin CP, Chen MC (2011) The adaptive approach for storage assignment by mining data of warehouse management system for distribution centres. Enterpr Inf Syst 5(2):219–234

    Google Scholar 

  54. Claudia B, Andrea F, Luigi L (2014) Multiproduct slot allocation heuristic to minimize storage space. Int J Retail Distrib Manag 42(3):172–186

    Google Scholar 

  55. De Koster R, Le-Duc T, Roodbergen KJ (2007) Design and control of warehouse order picking: a literature review. Eur J Oper Res 182(2):481–501

    MATH  Google Scholar 

  56. Reaidy PJ, Gunasekaran A, Spalanzani A (2015) Bottomup approach based on internet of things for order fulfillment in a collaborative warehousing environment. Int J Prod Econ 159:29–40

    Google Scholar 

  57. Trab S, Bajic E, Zouinkhi A, Thomas A, Abdelkrim MN, Chekir H, Ltaief RH (2017) A communicating object’s approach for smart logistics and safety issues in warehouses. Concurr Eng. https://doi.org/10.1177/1063293X16672508

    Article  Google Scholar 

  58. Green Leigh N (2019) Rethinking the warehouse: urban space and economy in an age of smart logistics. Georgia tech library. http://hdl.handle.net/1853/60841

  59. Kaabi J, Harrath Y, Bououdina HE, Qasim AT (2018) Toward smart logistics: a new algorithm for a multi-objective 3D bin packing problem. Smart Cities Symposium. https://doi.org/10.1049/cp.2018.1384

    Article  Google Scholar 

  60. Buntak K, Kovačić M, Mutavdžija M (2019) Internet of things and smart warehouses as the future of logistics. Tehnički glasnik. https://doi.org/10.31803/tg-20190215200430

  61. Arumugam SS, Umashankar V, Narendra NC, Badrinath R, Mujumdar AP, Holler J, Hernandez A (2018) IoT enabled smart logistics using smart contracts. In: 8th IEEE international conference on logistics, informatics and service sciences (LISS). https://doi.org/10.1109/liss.2018.8593220

  62. Kauf S (2017) Smart logistics and customer orientation. Społeczna Akademia Nauk, CEEOL

    Google Scholar 

  63. Alias C, Zahlmann M, Olalla FEA, Iwersen H (2019) Designing smart logistics processes using cyber-physical systems and complex event processing. Mobilität in Zeiten der Veränderung 323–336

  64. Sternad M, Lerher T, Gajšek B (2018) Maturity levels for Logistics 4.0 based on NRW’S industry4.0 maturity model. Business Logistics in Modern Management. In: Proceedings of the 18th international scientific conference business logistics in modern management 18:695–708

  65. Ollesch J, Hesenius M, Gruhn V, Alias C (2018) Real-time Event Processing for smart logistics networks. Mobilität und digitale Transformatio 517–532

  66. Oleśków-Szłapka J, Stachowiak A (2018) The framework of logistics 4.0 maturity model. In: International conference on intelligent systems in production engineering and maintenance, pp 771–781

  67. Neubauer M, Neubauer M (2017) Subject-oriented design of smart hyper-connected logistics systems. ACM Int Conf Proc Ser. https://doi.org/10.1145/3040565.3040572

    Article  MATH  Google Scholar 

  68. Kozma D, Varga P; Hegedüs C (2019) Supply chain management and logistics 4.0—a study on arrowhead framework integration. In: IEEE 8th international conference on industrial technology and management (ICITM). https://doi.org/10.1109/icitm.2019.8710670

  69. Forkel E, Baum J, Schumann CA, Mueller E (2018) Smart interoperable logistics and additive manufacturing—modern technologies for digital transformation and industry 4.0. SAE Technical Paper 2018-01-1203. https://doi.org/10.4271/2018-01-1203

  70. Singh PM, Sinderen MV, Wieringa R (2017) Smart Logistics: An Enterprise Architecture Perspective. In: 29th International conference on advanced information systems engineering, pp 9–16

  71. Kuil EDVD (2017) Validated requirements for a smart logistics application. In: 27th Twente Student Conference on IT

  72. Fan Z, Ma M (2017) Research on strategic development of smart logistics. In: Proceedings of the 2016 international conference on automotive engineering, mechanical and electrical engineering (AEMEE 2016). 144:4

  73. Kolasińska-Morawska K, Brzozowska M, Staniszewska K (2017) Safety management in the face of logistics 4.0 Challenges. Przedsiębiorczość i Zarządzanie, CEEOL

  74. Mai S (2016) Smart logistics management system. http://dspace.cityu.edu.hk/handle/2031/8706

  75. Lee YH (2016) Smart logistics and global supply chain management. Maritime Econ Logist 18(1):1–2

    Google Scholar 

  76. Hasan MMI et al (2020) Resilient supplier selection in logistics 4.0 with heterogeneous information. Expert Syst Appl 139:112799

    Google Scholar 

  77. Loureiro RJP, Simões JMM, Cartaxo JV (2018) Costs of transaction in logistics 4.0 and influence of innovation networks. In: European conference on innovation and entrepreneurship, pp 422–431

  78. Anisimov AY, Boyko IA, Zakharenko AV(2019) The level of use Internet marketing tools and “Logistics 4.0” in the functioning of business structures. Postulat

  79. La Scalia G, Nasca A, Corona O, Settanni L, Micale R (2017) An innovative shelf life model based on smart logistic unit for an efficient management of the perishable food supply chain. J Food Process Eng. https://doi.org/10.1111/jfpe.12311

    Article  Google Scholar 

  80. Saddiq S, Zafar NA, Ullah F (2017) Formal modeling of smart logistics monitoring. In: 1st International conference on electronics, materials engineering and nano-technology (IEMENTech). https://doi.org/10.1109/iementech.2017.8076997

  81. Strandhagen JO, Vallandingham LR, Fragapane G, Strandhagen JW, Stangeland ABH, Sharma N (2017) Logistics 4.0 and emerging sustainable business models. Adv Manuf 5(4):359–369

    Google Scholar 

  82. Edirisuriya A, Weerabahu S, Wickramarachchi R (2018) Applicability of lean and green concepts in logistics 4.0: a systematic review of literature. In: IEEE international conference on production and operations management society (POMS). https://doi.org/10.1109/poms.2018.8629443

  83. Azapagic A (2003) Systems approach to corporate sustainability: a general management framework. Process Saf Environ Prot 81(5):303–316

    Google Scholar 

  84. Govindan K, Soleimani H, Kannan D (2015) Reverse logistics and closed-loop supply chain: a comprehensive review to explore the future. Eur J Oper Res 240(3):603–626

    MathSciNet  MATH  Google Scholar 

  85. Carter CR, Ellram LM (1998) Reverse logistics: a review of the literature and framework for future investigation. J Bus Logist 19(1):85

    Google Scholar 

  86. Maczewska A, Polak-Sopinska A(2019) Computer-aided occupational risk assessment of physical workload in the logistics 4.0. In: International conference on applied human factors and ergonomics, pp 378–390

  87. Jahn C, Kersten W, Ringle CM (2018) Logistics 4.0 and sustainable supply chain management: innovative solutions for logistics and sustainable supply chain management in the context of industry 4.0. In: Hamburg international conference of logistics (HICL), http://hdl.handle.net/10419/209195

  88. Wrobel-Lachowska M, Wisniewski Z, Polak-Sopinska A (2017) The role of the lifelong learning in logistics 4.0. Adv Intell Syst Comput 596:402–409

    Google Scholar 

  89. Nocerino R, Colorni A, Lia F, Luè A (2016) E-bikes and E-scooters for smart logistics: environmental and economic sustainability in pro-E-bike Italian pilots. Transp Res Procedia 14:2362–2371

    Google Scholar 

  90. Ou SM, Mei Q, Yang L, Chen D (2017) The critical success factors of building smart green city logistics business in Fuzhou. MATEC Web Conf. https://doi.org/10.1051/matecconf/201711901034

    Article  Google Scholar 

  91. Bearzotti L, Maturana J, Vega MI (2017) Smart logistics of organic waste collection in cities. In: Proceedings of the hamburg international conference of logistics. https://tore.tuhh.de/bitstream/11420/1479/1/bearzotti_maturana_vega_smart_logistics_hicl_2017.pdf

  92. Torbacki W, Kijewska K (2019) Identifying key performance indicators to be used in logistics 4.0 and industry 4.0 for the needs of sustainable municipal logistics by means of the dematel method. Transp Res Procedia 39:534–543

    Google Scholar 

  93. Trappey AJC, Trappey CV, Fan CY, Abby PTH, Xuan-Kai L, Lee JYL (2017) IoT patent roadmap for smart logistic service provision in the context of Industry 4.0. J Chin Inst Eng 40(7):593–602

    Google Scholar 

  94. Wu M, Lu TL, Ling FY, Sun L, Du HY (2010) Research on the Architecture of Internet of things. Proceeding of 2010 3rd international conference on advanced computer theory and engineering (ICACTE) 5:484–487

  95. Charoenporn P (2018) Smart logistic system by IoT technology. In: ACM proceedings of the 6th international conference on information and education technology (ICIET ‘18), pp 149–153

  96. Khiat A, Bahnasse A, Bakkoury J, El Khaili M, Louhab FE (2019) New approach based internet of things for a clean atmosphere. Int J Inf Technol 11(1):89–95

    Google Scholar 

  97. Lee CC, Li CT, Cheng CL, Lai YM, Vasilakos AV (2018) A novel group ownership delegate protocol for RFID systems. Inf Syst Front 21(5):1153–1166

    Google Scholar 

  98. Anandhi S, Anitha R, Sureshkumar V (2019) IoT enabled RFID authentication and secure object tracking system for smart logistics. Wireless Pers Commun 104(2):543–560

    Google Scholar 

  99. Byun DH (2019) Evaluating usability of mobile applications for smart logistics. J Kor Cont Assoc. https://doi.org/10.5392/JKCA.2019.19.03.010

    Article  Google Scholar 

  100. Ge D, Li G, Wei Z, Wen X (2018) Exploration of key technologies of smart logistics based on big data. In: Proceedings of the 2nd international conference on education science and economic management (ICESEM). https://doi.org/10.2991/icesem-18.2018.293

  101. Jabeur N, Al-Belushi T, Mbarki M, Gharrad H (2017) Toward leveraging smart logistics collaboration with a multi-agent system based solution. Procedia Comput Sci 109:672–679

    Google Scholar 

  102. Zhang Y, Guo Z, Lv J, Liu Y (2018) A framework for smart production-logistics systems based on CPS and industrial IoT. IEEE Trans Industr Inf 14(9):4019–4032

    Google Scholar 

  103. Cho SP, Kim J (2017) Smart logistics model on internet of things environment. Adv Sci Lett 23(3):1599–1602

    Google Scholar 

  104. Pamela D, Chitoor MK (2017) Smart logistics using convolutional neural networks and sensor data fusion. In: International conference on intelligent computing, instrumentation and control technologies (ICICICT). https://doi.org/10.1109/icicict1.2017.8342841

  105. Wang K (2016) Logistics 4.0 solution-new challenges and opportunities. In: 6th International workshop of advanced manufacturing and automation. https://doi.org/10.2991/iwama-16.2016.13

  106. Bagloee SA, Tavana M, Withers G, Patriksson M (2019) Tradable mobility permit with Bitcoin and Ethereum–A Blockchain application in transportation. Internet Things 8:100103

    Google Scholar 

  107. Dorri A, Steger M, Kanhere SS, Jurdak R (2017) Blockchain: a distributed solution to automotive security and privacy. IEEE Commun Mag 55:119–125

    Google Scholar 

  108. Hackett R (2017) Wal-Mart Explores Blockchain for Delivery Drones. Fortune. Accessed. http://fortune.com/2017/05/30/walmart-blockchain-drones-patent/

  109. Fish I, Barnard M (2018) Saving money and lives with blockchain for coldchain breaks. IBM. https://www.ibm.com/blogs/insights-on-business/healthcare/saving-money-lives-blockchain-coldchain-breaks/

  110. Sicari S, Rizzardi A, Porisini AC (2019) Smart transport and logistics: a node-RED implementation. Internet Technol Lett. Wiley Online Library. https://doi.org/10.1002/itl2.88

  111. Kerdprasop N et all. (2019) Anomaly detection with machine learning technique to support smart logistics. In: International conference on computational science and its applications (ICCSA 2019), pp 461–472

  112. Dorri A, Steger M, Kanhere SS, Jurdak R (2017) Blockchain: a distributed solution to automotive security and privacy. IEEE Commun Mag 55(12):119–125

    Google Scholar 

  113. Issaoui Y, Khiat A, Bahnasse A, Ouajji H (2019) Smart logistics: Study of the application of blockchain technology. Procedia Computer Science 160:266–271

    Google Scholar 

  114. Ashton K (2009) That ‘‘Internet of Things’’ thing, RFID Journal

  115. Miorandi D, Sicari S, Pellegrini FD, Chlamtac I (2012) Internet of things: vision, applications and research challenges. Ad Hoc Netw 10(7):1497–1516

    Google Scholar 

  116. Ali MS, Vecchio M, Pincheira M, Dolui K, Antonelli F, Rehmani MH (2018) Applications of blockchains in the internet of things: a comprehensive survey. IEEE Commun Surv Tut 21(2):1676–1717

    Google Scholar 

  117. Gregor T, Krajčovič M, Więcek D (2017) Smart connected logistics. Procedia Eng 192:265–270

    Google Scholar 

  118. Gopal BG, Kuppusamy PG (2015) A comparative study on 4G and 5G technology for wireless applications. IOSR J Electron Commun Eng 10(6):67–72

    Google Scholar 

  119. The Open Group blog—5G technologies. https://blog.opengroup.org/category/interoperability-2/

  120. Dingyi D (2010) The internet of things and intelligent logistics. In: Eighth Chinese logistics and procurement, pp 34-36

  121. Turing A (1948) Machine Intelligence. ISBN: 978-0-19-825080-7

  122. Crosby M, Pattanayak P, Verma S, Kalyanaraman V (2016) Blockchain technology: beyond bitcoin. Appl Innov 2:6–9

    Google Scholar 

  123. Nofer M, Gomber P, Hinz O, Schiereck D (2017) Blockchain. Bus Inf Syst Eng 59(3):183–187

    Google Scholar 

  124. Chunfang W, Liwei P, Ming X (2019) Research on information cooperative operation of smart logistics park. In: IOP conference series: earth and environmental science, https://iopscience.iop.org/article/10.1088/1755-1315/242/5/052041

  125. Werapun W, Srimala W, Chaowanawatee K, Karode T (2019) Smart logistics framework: a case study of Phuket RO water system. In: 6th International conference on traffic and logistic engineering (ICTLE 2018). https://doi.org/10.1051/matecconf/201925904001

  126. Torbacki W (2019) The use of ERP systems in didactics of higher education in the era of the concept of Industry 4.0 and Logistics 4.0. AUTOBUSY—Technika, Eksploatacja, Systemy Transportowe. https://doi.org/10.24136/atest.2019.095

  127. Wen J, He L, Zhu F (2018) Swarm robotics control and communications: imminent challenges for next generation smart logistics. IEEE Commun Mag 56(7):1

  128. Xie G (2018) Smart logistics management of hazardous chemicals based on internet of things. Chem Eng Trans

  129. Fengzhu LI, Sijun L, Cui Y (2018) Logistics planning and its applications for engine plant under ‘Industry 4.0’ 2018-01-1205. SAE Technical Paper 2018-01-1205

  130. Kirch M, Poenicke O, Richter K (2017) RFID in logistics and production –applications, research and visions for smart logistics zones. Procedia Eng 178:526–533

    Google Scholar 

  131. Horenberg D (2017) Applications within Logistics 4.0 A research conducted on the visions of 3PL service providers. https://essay.utwente.nl/72668/

  132. Kolasińska-Morawska K, Brzozowska M (2017) Smart logistics solutions of E-commerce in family business. Przedsiębiorczość i Zarządzanie. https://www.ceeol.com/search/article-detail?id=686773

  133. Chunjun L, Qimim F (2017) Smart logistics monitoring system for hazardous chemicals based on wireless sensor technology. Chem Eng Trans. https://doi.org/10.3303/CET1762132

    Article  Google Scholar 

  134. Guo Y, Li J (2016) An RFID/WSN-based monitoring system of smart logistics on E-commerce. J Traff Logist Eng. https://doi.org/10.18178/jtle.4.2.173-177

    Article  Google Scholar 

  135. Miroslav R, Miroslav F, Herčko J, Závodská L, Zrnić N (2016) Proactive approach to smart maintenance and logistics as a auxiliary and service processes in a company. J Appl Eng Sci. https://doi.org/10.5937/jaes14-11664

    Article  Google Scholar 

  136. Rahman ARA, Rashid SA, Ab Hamid NR (2018) Agility and digitalization competency in logistics 4.0 in military setting: the challenge, risks and opportunities. Asian J Soc Sci Res 1(2):1

    Google Scholar 

  137. Li G, Wei Z, Ge D (2018) Research of smart logistics system based on “Internet+”. In: 2nd International conference on education science and economic management (ICESEM). Atlantis Press. https://doi.org/10.2991/icesem-18.2018.280

  138. Cui W (2018) Study on problems and countermeasures of smart logistics development in China. In: ACM proceedings of the international conference on internet and e-business (ICIEB ‘18), pp 303–307

  139. Bujak A (2018) The development of telematics in the context of the concepts of “Industry 4.0” and “Logistics 4.0”. In: International conference on transport systems telematics, 509–524

  140. Jiang C, Liang Y, Li Y, Zhou S, Dai G, Lui J (2018) Investigation and researchment on the current situation of Changsha Xianing Port’s smart logistics development. Logistics Engineering and Management, CNKI

    Google Scholar 

  141. Choi E, Jo I, Su-ha C, Sim S, Jang H, Dasom N, Janghyun K (2018) The suggestion of development direction for the 4th Industrial Revolution and Korea Logistics 4.0. Pan-Pac J Supp Chain Manag (PJSCM) 2(1):11–23

    Google Scholar 

  142. Erkollar A, Oberer B (2017) Smart logistics for smart cities. In: 9th International İstanbul Transport Congress

  143. Wibowo AA, Suryanegara M (2016) On developing the model of smart logistic transport in Indonesia. IEEE Int Conf Manag Innov Technol (ICMIT). https://doi.org/10.1109/ICMIT.2016.7605015

    Article  Google Scholar 

  144. Pachayappan M, Rajesh N, Saravanan G (2016) Smart logistics for pharmaceutical industry based on Internet of Things (IoT). Int J Comput Sci Inf Secur 14(CIC 2016)

  145. CHE Z (2016) Tactics research on the development of smart logistics in china under the new strategy of “One Belt, One Road”. Logistics Sci-Tech 10

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yassine Issaoui.

Ethics declarations

Conflicts of interest

All the authors declare that the presented paper does not have any potential conflict interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Issaoui, Y., Khiat, A., Bahnasse, A. et al. Toward Smart Logistics: Engineering Insights and Emerging Trends. Arch Computat Methods Eng 28, 3183–3210 (2021). https://doi.org/10.1007/s11831-020-09494-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11831-020-09494-2

Navigation