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STEP/STEP-NC-compliant manufacturing information of 3D printing for FDM technology

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Abstract

Advanced manufacturing in the context of the digital thread has mainly focused on process information related to the integration of machining processes, tools, operations, and specific manufacturing parameters. However, no unified information model has been developed to represent specific manufacturing process in 3D printing. This work therefore proposes a STEP/STEP-NC-compliant process data model to define specific application objects and entities, to model manufacturing data relationships and constraints, and to standardize process parameters through extended 3D printing concepts in fused deposition modelling (FDM). This data model describes manufacturing layers, deposition operations and process parameters in the context of the digital thread. As a special feature, manufacturing layers provide geometric information to layered operations based on STEP/STEP-NC standards for additive manufacturing (AM). Deposition operations specify the definitions of print devices or headers, header paths, FDM technology and functions, and even deposition strategy. Process parameters mainly provide process information in the FDM process. Finally, a conformance testing process is developed, focussed on manufacturing layers and header paths and by means of information exchange.

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Data availability

The datasets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  1. Mies D, Marsden W, and Warde S (2016) “Overview of additive manufacturing informatics: ‘a digital thread,’” Integr Mater Manuf Innov, vol. 5(1):5–6 https://doi.org/10.1186/s40192-016-0050-7,

  2. Ford SLN (2014) Additive manufacturing technology: potential implications for U.S. manufacturing, J Int Comp Econ, pp. 1–35

  3. Ledalla SRK, Tirupathi B, Sriram V (2016) Performance evaluation of various STL file mesh refining algorithms applied for FDM-RP process. J Inst Eng Ser C 99:1–8. https://doi.org/10.1007/s40032-016-0303-4

    Article  Google Scholar 

  4. Yu K, Wang Y, Wang CCL (2017) Smooth geometry generation in additive manufacturing file format: problem study and new formulation. Rapid Prototyp J 23(1):34–43. https://doi.org/10.1108/RPJ-06-2015-0067

    Article  Google Scholar 

  5. Lipman RR, Mcfarlane JS (2015) Exploring model-based engineering concepts for additive manufacturing. In: 26th solid freeform fabrication symposium

    Google Scholar 

  6. Xiao J, Anwer N, Durupt A, Le Duigou J, Eynard B (2017) Information exchange standards for design, tolerancing and additive manufacturing: a research review. Int J Interact Des Manuf 12:1–10. https://doi.org/10.1007/s12008-017-0401-4

    Article  Google Scholar 

  7. Xu HM, Li DB (2008) A meta-modeling paradigm of the manufacturing resources using mathematical logic for process planning. Int J Adv Manuf Technol 36(9–10):1022–1031. https://doi.org/10.1007/s00170-006-0902-y

    Article  Google Scholar 

  8. Jimeno A, Puerta A (2006) State of the art of the virtual reality applied to design and manufacturing processes. Int J Adv Manuf Technol 33(9–10):866–874. https://doi.org/10.1007/s00170-006-0534-2

    Article  Google Scholar 

  9. Huang SH, Liu P, Mokasdar A, Hou L (2013) Additive manufacturing and its societal impact: a literature review. Int J Adv Manuf Technol 67(5–8):1191–1203. https://doi.org/10.1007/s00170-012-4558-5

    Article  Google Scholar 

  10. Yang B, Qiao L, Cai N, Zhu Z, and Wulan M (2017) Manufacturing process information modeling using a metamodeling approach, Int. J. Adv. Manuf. Technol https://doi.org/10.1007/s00170-016-9979-0,

  11. ISO 14649-12 (2006) Industrial automation systems and integration — physical device control — data model for computerized numerical controllers — part 12: Process data for turning

  12. ISO 14649-11 (2006) Industrial automation systems and integration — physical device control — data model for computerized numerical controllers —part 11: process data for milling

  13. ISO 14649-13 (2013) Automation systems and integration — physical device control — data model for computerized numerical controllers —part 13: process data for wire electrical discharge machining (wire-EDM)

  14. Yusri Y, Nurul Zakiah ZT, Noordiana K (2009) Exploring the ISO14649 (STEP-NC) for intelligent manufacturing system. Eur J Sci Res 36(3):445–457

    Google Scholar 

  15. Monzón MD, Ortega Z, Martínez A, Ortega F (2015) Standardization in additive manufacturing: activities carried out by international organizations and projects. Int J Adv Manuf Technol 76(5–8):1111–1121. https://doi.org/10.1007/s00170-014-6334-1

    Article  Google Scholar 

  16. Bonnard R, Hascoët JY, Mognol P (2019) Data model for additive manufacturing digital thread: state of the art and perspectives. Int J Comput Integr Manuf 00(00):1–22. https://doi.org/10.1080/0951192X.2019.1690681

    Article  Google Scholar 

  17. Bonnard R, Mognol P, Hascoët J-Y (2010) A new digital chain for additive manufacturing processes. Virtual Phys Prototyp 5(2):75–88. https://doi.org/10.1080/17452751003696916

    Article  Google Scholar 

  18. Xiao J, Anwer N, Durupt A, Le Duigou J, and Eynard B, “Definition, parameterisation and standardization of machine-specified data process in additive manufacturing,” in The 15th International Conference on Manufacturing Research, London, Sept. , 2017

  19. Asadollahi-Yazdi E, Gardan J, Lafon P (2016) Integrated design in additive manufacturing based on design for manufacturing. World Acad Sci Eng Technol Int J Mech Aerospace, Ind Mechatron Manuf Eng 10(6):1044–1051. https://doi.org/10.1016/j.procir.2017.02.007

    Article  Google Scholar 

  20. U. K. uz Zaman, E. Boesch, A. Siadat, M. Rivette, and A. A. Baqai (2018) “Impact of fused deposition modeling (FDM) process parameters on strength of built parts using Taguchi’s design of experiments,” Int J Adv Manuf Technol, https://doi.org/10.1007/s00170-018-3014-6,

  21. Zhou MY (2005) STEP-based approach for direct slicing of CAD models for layered manufacturing. Int J Prod Res 43(15):3273–3285. https://doi.org/10.1080/00207540500097809

    Article  Google Scholar 

  22. J. Xiao, N. Anwer, A. Durupt, J. Le Duigou, and B. Eynard, “Standardization focus on process planning and operations management for additive manufacturing,” in Advances on Mechanics, Design Engineering and Manufacturing, Springer, 2017, pp. 223–232

  23. Garrido Campos J, Hardwick M (2006) A traceability information model for CNC manufacturing. Comput Des 38(5):540–551. https://doi.org/10.1016/j.cad.2006.01.011

    Article  Google Scholar 

  24. Atzeni E, Salmi A (2012) Economics of additive manufacturing for end-usable metal parts. Int J Adv Manuf Technol 62(9–12):1147–1155. https://doi.org/10.1007/s00170-011-3878-1

    Article  Google Scholar 

  25. Oh S-C, Yee S-T (2008) Manufacturing interoperability using a semantic mediation. Int J Adv Manuf Technol 39(1):199–210. https://doi.org/10.1007/s00170-007-1198-2

    Article  Google Scholar 

  26. Witherell P, Herron J, Ameta G (2016) Towards annotations and product definitions for additive manufacturing. Procedia CIRP 43:339–344. https://doi.org/10.1016/j.procir.2016.01.198

    Article  Google Scholar 

  27. Xiao J, Durupt A, Le Duigou J, Anwer N, Eynard B (2019) STEP-based process information models for additive manufacturing: application to fused deposition modelling. Dyna 94:197–202

    Article  Google Scholar 

  28. IS0 10303–1, “Industrial automation systems and integration- product data representation and exchange - part 1: overview and fundamental principles,” 1994

  29. IDEF0, Integration Definition for Function Modeling (Idef0). Gaithersburg, MD, 1993

  30. ISO 10303-11 (2004) “Industrial automation systems and integration — product data representation and exchange — part 11: description methods: the EXPRESS language reference manual,” Shock

  31. Hardwick M, Zhao YF, Proctor FM, Nassehi A, Xu X, Venkatesh S (2013) A roadmap for STEP-NC enabled interoperable manufacturing. Int J Adv Manuf Technol 68(5–8):1023–1037

    Article  Google Scholar 

  32. Feeney AB (2002) The STEP modular architecture. J Comput Inf Sci Eng 2(1):132. https://doi.org/10.1115/1.1511520

    Article  Google Scholar 

  33. Feeney AB and Price DM (2000) “A modular architecture for STEP,” Proc. Third Int. Work. Robot Motion Control. 2002. RoMoCo ‘02., pp. 285–290, https://doi.org/10.1109/ROMOCO.2002.1177121

  34. ISO 14649-1 (2006) Industrial automation systems and integration — physical device control — data model for computerized numerical controllers — part 1: overview and fundamental principles

  35. ISO 14649-10 (2006) “Industrial automation systems and integration — physical device control — data model for computerized numerical controllers — part 10: general process data

  36. ISO 10303-238 (2007) Industrial automation systems and integration — product data representation and exchange — part 238: application protocol: application interpreted model for computerized numerical controllers

  37. Assouroko I, Boutinaud P, Eynard B, Ducellier G (2010) Survey on standards for product data exchange and sharing : application in CAD / CAE interoperability. Int J Des Innov Res 5(1):9–15

    Google Scholar 

  38. Toquica JS, S. živanović, A. J. Alvares, and R. Bonnard, “A STEP-NC compliant robotic machining platform for advanced manufacturing,” Int J Adv Manuf Technol, vol. 95, no. 9–12, pp. 3839–3854, 2018, https://doi.org/10.1007/s00170-017-1466-8

  39. Zhang Z, Joshi S (2017) Slice data representation and format for multi-material objects for additive manufacturing processes. Rapid Prototyp J 23(1):149–161. https://doi.org/10.1108/RPJ-04-2014-0047

    Article  Google Scholar 

  40. Mies D, Marsden W, and Warde S (2016) Overview of additive manufacturing informatics: ‘a digital thread,’ Integr Mater Manuf Innov., 5(1):6, https://doi.org/10.1186/s40192-016-0050-7

  41. ISO 10303-31:1994, “Industrial automation systems and integration -- product data representation and exchange -- part 31: conformance testing methodology and framework: General concepts,” 2015

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Funding

PhD grant of Dr. Jinhua Xiao has been funded by the China Scholarship Council under the ID 201504490035.

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Authors and Affiliations

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Contributions

Conceptualization: Jinhua Xiao, Benoît Eynard, and Nabil Anwer; data curation: Jinhua Xiao, Alexandre Durupt, and Julien Le Duigou; formal analysis: Jinhua Xiao, Benoît Eynard, and Christophe Danjou; funding acquisition: Jinhua Xiao; investigation: Jinhua Xiao, Nabil Anwer, and Christophe Danjou; methodology: Jinhua Xiao, Benoît Eynard, and Alexandre Durupt; project administration: Benoît Eynard and Nabil Anwer; resources: Benoît Eynard and Nabil Anwer; software: Jinhua Xiao and Christophe Danjou; supervision: Benoît Eynard and Nabil Anwer; validation: Benoît Eynard and Nabil Anwer; visualization: Jinhua Xiao and Alexandre Durupt; writing—original draft preparation: Jinhua Xiao; writing—review and editing: Jinhua Xiao and Benoît Eynard.

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Correspondence to Benoît Eynard.

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The custom software code generated during the current study is not publicly available due to confidentiality policy.

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Xiao, J., Eynard, B., Anwer, N. et al. STEP/STEP-NC-compliant manufacturing information of 3D printing for FDM technology. Int J Adv Manuf Technol 112, 1713–1728 (2021). https://doi.org/10.1007/s00170-020-06539-5

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