A Conceptual Training Simulator for the Assembly of Electric Vehicle Batteries in Virtual Reality

  • Trinidad Sánchez Montoya ,
  • Milad Ashour Pour,
  • Kerstin Johansen
  • a,b,c Jönköping University, Jönköping, 55111, Sweden
Cite as
Montoya T.S., , Pour M.A., and Johansen K., (2022).,A Conceptual Training Simulator for the Assembly of Electric Vehicle Batteries in Virtual Reality. Proceedings of the 21st International Conference on Modelling and Applied Simulation MAS 2022). , 007 . DOI: https://doi.org/10.46354/i3m.2022.mas.007

Abstract

The growth of vehicle electrification is posing an increasing demand for electric batteries in the automotive industry. To respond to this growing demand, the automotive industry is starting to venture into the process of battery assembly. Multiple challenges arise from the complexities and the risks associated with these type of assembly processes. In this paper, the concept for a gamified virtual reality training system for battery assembly operators with the virtual representation of the risks is presented. A manual assembly process with automated assistance is considered. The results highlight the main aspects to consider for modeling a battery assembly process in a virtual environment. These aspects cover the areas of accurate modeling of risks, general user experience factors, and potential applications of the virtual reality training system.

References

  1. Aghabali,I.,Bauman,J.,Kollmeyer,P.J.,Wang,Y.,Bilgin,B.,andEmadi,A.(2021).800-Velectricvehiclepow-ertrains:Reviewandanalysisofbenefits,challenges,andfuturetrends.IEEETransactionsonTransportation Electrification,7(3):927–948.https://doi.org/10.1109/ TTE.2020.3044938.
  2. Arents,J.,Abolins,V.,Judvaitis,J.,Vismanis,O.,Oraby,A.,andOzols,K.(2021).Human–robot collaboration trends and safety aspects :A systematic review. Journal of SensorandActuatorNetworks,10(3):48.https://doi.or g/10.3390/jsan10030048.
  3. Arnarson,H.,Solvang,B.,andShu,B.(2021).Theappli-cationofvirtualrealityinprogrammingofamanufac-turingcell.In2021IEEE/SICE International Symposium on System Integration(SII),pages213–218.ISSN:2474-
    2325.https://doi.org/10.1109/IEEECONF49454.2021.9 382657.
  4. Atlas CopcoGroup (2022).Dimensional Drawings [Database].https://webbox.atlascopco.com/webbox/dimdrw/.
  5. Ban,Y.,Narumi,T.,Fujii,T.,Sakurai,S.,Imura,J.,Tanikawa,T.,andHirose,M.(2013).Augmenteden-durance:controllingfatiguewhilehandlingobjectsbyaffectingweightperceptionusingaugmentedreality.In
    ProceedingsoftheSIGCHIConferenceonHumanFactorsinComputingSystems,CHI’13,pages69–78.Association
    forComputingMachinery.https://doi.org/10.1145/24
    70654.2470665.
  6. BananaYellowGames(2021).BananaMan|3DHumanoids
    |UnityAssetStore(Version1.1).https://assetstore.unity.com/packages/3d/characters/humanoids/banana
    -man-196830.
  7. Berg, L.P .and Vance, J.M (2017). An industry case study:Investigating early design decision making invirtual reality. Journal of Computing and Information Science in Engineering,17(1):011001.https://doi.org/10.1115/1.40
    34267.
  8. Blackledge, J. and Barrett, M. (2012).Development and evaluation of a desktop VR system for electrical services engineers. International Association of Engineers: ICEEE12,London.https://doi.org/10.21427/D7D05T.
  9. Bruno, G. and Antonelli, D. (2018). Dynamic task classification and assignment for the management of human 
    robot collaborative teams in workcells. The International Journal of Advanced Manufacturing Technology,
    98(9):2415–2427. https://doi.org/10.1007/s00170
    -018-2400-4.
  10. Castañeda-Mancillas, E. E., Sanchez-Rentería, E., TorresGuerreo, F., and Buń, P. (2022). A design proposal: Virtual reality environment for safety training in electrical substations. In Trojanowska, J., Kujawińska, A.,
    Machado, J., and Pavlenko, I., editors, Advances in Manufacturing III, Lecture Notes in Mechanical Engineering, pages 278–291. Springer International Publishing. https://doi.org/10.1007/978-3-030-99310-8_22.
  11. Chandra Sekaran, S., Yap, H. J., Musa, S. N., Liew, K. E., Tan, C. H., and Aman, A. (2021). The implementation
    of virtual reality in digital factory—a comprehensive review. The International Journal of Advanced Manufacturing Technology, 115(5):1349–1366. https://doi.org/10 .1007/s00170-021-07240-x.
  12. Checa, D. and Bustillo, A. (2020). A review of immersive virtual reality serious games to enhance learning and
    training. Multimedia Tools and Applications, 79(9):5501–5527. https://doi.org/10.1007/s11042-019-08348-9.
  13. Chen, Y., Kang, Y., Zhao, Y., Wang, L., Liu, J., Li, Y., Liang, Z., He, X., Li, X., Tavajohi, N., and Li, B. (2021). A review of lithium-ion battery safety concerns: The issues, strategies, and testing standards. Journal of Energy
    Chemistry, 59:83–99. https://doi.org/10.1016/j.jechem
    .2020.10.017.
  14. Correia Simões, A., Lucas Soares, A., and Barros, A. C. (2020). Factors influencing the intention of managers
    to adopt collaborative robots (cobots) in manufacturing organizations. Journal of Engineering and Technology
    Management, 57:101574. https://doi.org/10.1016/j.jengtecman.2020.101574.
  15. Dassault Systèmes SE (2022). SolidWorks (Version 2020)
    [Computer software]. https://www.solidworks.com
  16. Diego-Mas, J. A., Alcaide-Marzal, J., and Poveda-Bautista, R. (2020). Effects of using immersive media on the
    effectiveness of training to prevent ergonomics risks. International Journal of Environmental Research and Public Health, 17(7):E2592. https://doi.org/10.3390/ijerph17 072592.
  17. Diekmann, J., Grützke, M., Loellhoeffel, T., Petermann, M., Rothermel, S., Winter, M., Nowak, S., and Kwade,
    A. (2018). Potential dangers during the handling of lithium-ion batteries. In Kwade, A. and Diekmann, J.,
    editors, Recycling of Lithium-Ion Batteries: The LithoRec Way, Sustainable Production, Life Cycle Engineering
    and Management, pages 39–51. Springer International Publishing. https://doi.org/10.1007/978-3-319-70572-
    9_3.
  18. Digital Ruby (2017). Lightning Bolt Effect for Unity | Particles/Effects | Unity Asset Store (Version 1.0.1). https:
    //assetstore.unity.com/packages/tools/particles-effe cts/lightning-bolt-effect-for-unity-59471.
  19. EN 50110-1:2013. Operation of electrical installations - Part 1: General requirements. Standard, European Standard
  20. European Commission. 2030 climate target plan. https: //ec.europa.eu/clima/eu-action/european-green-deal
    /2030-climate-target-plan_en. Accessed: 2022-02-14.
  21. Garcia Fracaro, S., Chan, P., Gallagher, T., Tehreem, Y., Toyoda, R., Bernaerts, K., Glassey, J., Pfeiffer, T., Slof, B.,
    Wachsmuth, S., and Wilk, M. (2021). Towards design guidelines for virtual reality training for the chemical
    industry. Education for Chemical Engineers, 36:12–23. https://doi.org/10.1016/j.ece.2021.01.014.
  22. Garcia Rivera, F., Brolin, E., Syberfeldt, A., Högberg, D., Iriondo Pascual, A., and Perez Luque, E. (2020). Using
    virtual reality and smart textiles to assess the design of workstations. SPS2020, pages 145–154. Publisher: IOS
    Press. https://doi.org/10.3233/ATDE200152
  23. Gervasi, R., Mastrogiacomo, L., and Franceschini, F. (2020). A conceptual framework to evaluate humanrobot collaboration. The International Journal of Advanced Manufacturing Technology, 108(3):841–865. ht
    tps://doi.org/10.1007/s00170-020-05363-1
  24. Goh, Y. M., Micheler, S., Sanchez-Salas, A., Case, K., Bumblauskas, D., and Monfared, R. (2020). A variability
    taxonomy to support automation decision-making for manufacturing processes. Production Planning & Control, 31(5):383–399. https://doi.org/10.1080/09537287 .2019.1639840
  25. Gong, L., Berglund, J., Fast-Berglund, A., Johansson, B., Wang, Z., and Börjesson, T. (2019). Development of
    virtual reality support to factory layout planning. International Journal on Interactive Design and Manufacturing
    (IJIDeM), 13(3):935–945. https://doi.org/10.1007/s120 08-019-00538-x
  26. González, C., Solanes, J. E., Muñoz, A., Gracia, L., GirbésJuan, V., and Tornero, J. (2021). Advanced teleoperation and control system for industrial robots based on augmented virtuality and haptic feedback. Journal of
    Manufacturing Systems, 59:283–298. https://doi.org/10.1016/j.jmsy.2021.02.013.
  27. Gopinath,V.andJohansen,K.(2019).Understandingsitu-ationalandmodeawarenessforsafehuman-robotcol-laboration:casestudiesonassemblyapplications. Pro- ductionEngineering,13:1–9.https://doi.org/10.1007/s1
    1740-018-0868-2
  28. Grassini,S.,Laumann,K.,and RasmussenSkogstad,M.(2020).The use of virtual reality alone does not pro-mote training performance (but sense of presence does). FrontiersinPsychology,11.https://doi.org/10.3389/fpsy
    g.2020.01743.
  29. Havard,V.,Jeanne,B.,Lacomblez,M.,andBaudry,D.(2019).Digitaltwinandvirtualreality:aco-simulationenvironmentfordesignandassessmentofindustrialworkstations.Production&ManufacturingResearch,
    7(1):472–489.Publisher:Taylor&Francis.https:
    //doi.org/10.1080/21693277.2019.1660283.
  30. IEC60900.Liveworking-Handtoolsforuseupto1000Va.c.and1500Vd.c.Standard,InternationalElectrotech-nicalCommission.
  31. Johansen,K.,Ashourpour,M.,andRao,S.(2021a).Po-sitioningsustainableautomationinproductionofcus-tomizedproducts.ProcediaManufacturing,55:358–364.
    https://doi.org/10.1016/j.promfg.2021.10.050.
  32. Johansen,K.,Rao,S.,andAshourpour,M.(2021b).Theroleofautomationincomplexitiesofhigh-mixinlow-volumeproduction–aliteraturereview.ProcediaCIRP,
    104:1452–1457.https://doi.org/10.1016/j.procir.2021.11
    .245.
  33. Jooma,Z.(2013).Electricalworkplacesafety-sevenelec-tricalsafetyhabits.In2013ElectricalArcFlashConfer-ence-IDCTechnologies,pages1–14.Retrievedfrom
    https://api.semanticscholar.org/CorpusID:111158196.
  34. Kalkan,O.K., Karabulut,S.,and Höke,G.(2021).Effectofvirtualreality basedtrainingoncomplexindustrialassemblytaskperformance.ArabianJournalforScience
    andEngineering,46(12):12697–12708.https://doi.org/
    10.1007/s13369-021-06138-w.
  35. Krath,J., Schürmann,L.,and von Korflesch ,H.F.O.(2021).Revealingthetheoreticalbasisofgamification:Asys-tematicreviewandanalysisoftheoryinresearchongamification,seriousgamesandgame-basedlearn-
    ing.ComputersinHumanBehavior,125:106963.https: //doi.org/10.1016/j.chb.2021.106963.
  36. Krüger,J.,Lien,T.,and Verl,A.(2009).Cooperation of human and machines in assembly lines. CIRP Annals,
    58(2):628–646.https://doi.org/10.1016/j.cirp.2009.09
    .009.
  37. Maehigashi,A.,Sasada,A.,Matsumuro,M.,Shibata,F.,Kimura,A.,andNiida,S.(2021).Virtualweightillusion:Weightperceptionofvirtualobjectsusingweightillu-sions.InExtendedAbstractsofthe2021CHIConferenceonHumanFactorsinComputingSystems,pages1–6.ACM.
    https://doi.org/10.1145/3411763.3451842.
  38. Manzano-León,A.,Camacho-Lazarraga,P.,Guerrero,M.A.,Guerrero-Puerta,L.,Aguilar-Parra,J.M.,Trigueros,R.,andAlias,A.(2021).Between level up and game over :A systematic literature review of gami-
    ficationineducation.Sustainability,13(4):2247.https:
    //doi.org/10.3390/su13042247.
  39. MetaPlatforms,Inc.(2022).ExploreOculusQuest.https://www.oculus.com/quest/features/.
  40. Nielsen,K.,Ng,K.,Guglielmi,D.,Lorente,L.,Pătraş,L.,andVignoli,M.(2022).The importance of training transferofnon-technical skills safety training of con-struction workers. International Journal of Occupational Safety and Ergonomics ,pages1–9.https://doi.org/10.1080/10803548.2022.2052624
  41. Nuanmeesri, S. and Poomhiran,L. (2019).Perspective electrical circuits imulation with virtual reality. International Journal of Online and Biomedical Engineering(iJOE), 15(5):28–37.Number:05.https://doi.org/10.3991/ijoe.v
    15i05.9653.
  42. Oates,B.J.(2006).Researching Information Systems and Computing. Sage Publications Ltd.
  43. Ogbuanya,T.C.andOnele,N.O.(2018).Investigatingtheeffectivenessofdesktopvirtualrealityforteachingandlearningofelectrical/electronicstechnologyinuniversi-ties.ComputersintheSchools,35(3):226–248.Publisher: Routledge.https://doi.org/10.1080/07380569.2018.14
    92283.