Skip to main content

An AR Tool to Support Warehouse Operations in the Context of Industry 4.0

  • Conference paper
  • First Online:
Advances on Mechanics, Design Engineering and Manufacturing IV (JCM 2022)

Abstract

Augmented Reality (AR) is one of the leading technologies of the Industry 4.0 revolution, offering innovative interfaces to promote the diffusion of digital contents into industrial processes, thanks to flexible and robust solutions and cost-effective devices. In this context, this paper explores the adoption of AR in industrial logistics where several open issues still discourage its effective use in everyday scenarios. After a review of objectives, approaches and technics of AR integration in logistics operations, the paper presents a framework to identify goods in a warehouse, retrieve data relative to the package, display info to the user to drive operations. The approach aims at easing and speeding up the activity of the warehouseman to identify goods, check the relative information and to put each good on the correct shelf. A prototypal application was developed within the Unity platform and integrated with the company ERP system to manage data on the products and retrieve images of the identification labels. A real use case involving a primary company producing agricultural tractors is proposed to test usability of the prototype. Results showed that the developed application allows relevant benefits in terms of process effectiveness, error prevention, aiming at reducing the operator mental workload.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Romero, D., Bernus, P., Noran, O., Stahre, J.: The Operator 4.0: human cyber-physical systems adaptive automation towards human-automation symbiosis work systems. In: IFIP International Conference on Advances In Production Management Systems (APMS), pp. 677–686, Iguaussu Falls (2016)

    Google Scholar 

  2. Chang, M.M.L., Ong, S.K., Nee, A.Y.C.: AR-guided product disassembly for maintenance and remanufacturing. Procedia CIRP 61, 299–304 (2017)

    Google Scholar 

  3. Eschen, H., Kötter, T., Rodeck, R., Harnisch, M., Schüppstuhl, T.: Augmented and virtual reality for inspection and maintenance processes in the aviation industry. Procedia Manuf. 19, 156–163 (2018)

    Google Scholar 

  4. Runji, J.M., Lin, C.Y.: Markerless cooperative augmented reality-based smart manufacturing double-check system: case of safe PCBA inspection following automatic optical inspection. Robot Comput. Integr. Manuf. 64, 101957 (2020)

    Google Scholar 

  5. Grandi, F., Khamaisi, R.K., Peruzzini, M., Raffaeli, R., Pellicciari, M.: A reference framework to combine model-based design and AR to improve social sustainability. Sustainability 13, 1–16 (2021)

    Article  Google Scholar 

  6. Khamaisi, R.K., Prati, E., Peruzzini, M., Raffaeli, R., Pellicciari, M.: UX in AR-supported industrial human–robot collaborative tasks: a systematic review. Appl. Sci. 11, 1–17 (2021)

    Google Scholar 

  7. Wahid, D., Ray, G., Habiba, F.: A solution procedure for minimum convex-cost network flow problems. Global J. Sci. Front. Res. 12(10), 23–30 (2012)

    Google Scholar 

  8. Billinghurst, M., Clark, A., Lee, G.: A survey of augmented reality. Found. Trends Hum.-Comput. Interact. 8, 73–272 (2014)

    Article  Google Scholar 

  9. Azuma, R.T.: A survey of augmented reality. Presence Teleoperators Virtual Environ. 6(4), 355–385 (1997)

    Google Scholar 

  10. Wang, W., Wang, F., Song, W., Su S.: Application of augmented reality (AR) technologies in inhouse logistics. E3S Web Conf. 145(1), 02108 (2020)

    Google Scholar 

  11. Rejeb, A.: The challenges of augmented reality in logistics: a systematic literature review. World Sci. News 134, 281–311 (2019)

    Google Scholar 

  12. Cirulis, A., Ginters, E.: Augmented reality in logistics. Procedia Comput. Sci. 26, 14–20 (2013)

    Google Scholar 

  13. Plakas, G., Ponis, S.T., Agalianos, K., Aretoulaki, E., Gayialis, S.P.: Augmented reality in manufacturing and logistics: lessons learnt from a real-life industrial application. Procedia Manuf. 51, 1629–1635 (2020)

    Article  Google Scholar 

  14. Ginters, E., Cirulis, A., Blums, G.: Markerless outdoor AR-RFID solution for logistics. Procedia Comput. Sci. 25, 80–89 (2013)

    Article  Google Scholar 

  15. Reif, R., Walch, D.: Augmented & virtual reality applications in the field of logistics. Vis. Comput. 24, 987–994 (2008)

    Article  Google Scholar 

  16. Stoltz, M.H., Giannikas, V., McFarlane, D., Strachan, J., Jumyung, U., Rengarajan, S.: Augmented reality in warehouse operations: opportunities and barriers. IFAC-PapersOnLine 50, 12979–12984 (2017)

    Article  Google Scholar 

  17. Hart, S., Staveland, L.: Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. Human Mental Workload 52, 139–183 (1988)

    Google Scholar 

  18. Davis, F.D., Bagozzi, R.P., Warshaw, P.R.: User acceptance of computer technology: a comparison of two theoretical models. Manage Sci. 35, 982–1003 (1989)

    Article  Google Scholar 

  19. CNH Industrial Homepage. https://www1.cnhindustrial.com/it-IT/Pages/homepage.aspx. Accessed 28 Mar 2022

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Roberto Raffaeli .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Casciotta, E., Khamaisi, R.K., Raffaeli, R., Peruzzini, M. (2023). An AR Tool to Support Warehouse Operations in the Context of Industry 4.0. In: Gerbino, S., Lanzotti, A., Martorelli, M., Mirálbes Buil, R., Rizzi, C., Roucoules, L. (eds) Advances on Mechanics, Design Engineering and Manufacturing IV. JCM 2022. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-031-15928-2_121

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-15928-2_121

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-15927-5

  • Online ISBN: 978-3-031-15928-2

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics