Skip to main content
Log in

Combination of cloud manufacturing and 3D printing: research progress and prospect

  • ORIGINAL ARTICLE
  • Published:
The International Journal of Advanced Manufacturing Technology Aims and scope Submit manuscript

Abstract

The development of information, materials science, and technology has led to profound changes in manufacturing. Many new ideas and technologies have emerged in recent years, such as cloud manufacturing and 3D printing. Cloud manufacturing (CM) is a new type of networked manufacturing mode proposed in 2010, and 3D printing is an example of new manufacturing methods. CM and 3D printing both have significant influence in the manufacturing mode and manufacturing method and are already research hotspots in the field of advanced manufacturing technology. What kind of innovations will be produced when they integrate? To explore this issue, this paper first analyses the characteristics of cloud manufacturing and 3D printing. Second, the combination research of cloud manufacturing and 3D printing in recent years is studied, including 3D printing cloud platform (3D–PCP) service architectures, 3D printing resource access technology, 3D printing service optimized configuration technology, 3D printing service control and monitoring technology, and 3D printing service evaluation technology. There are several research achievements and commercial application cases of 3D–PCP, but a true sense of 3D printing cloud ecology from the perspective of a manufacturing system has not been formed to date. On the basis of the survey and analysis, this paper highlights the shortcomings in current research and proposes development suggestions of the combination of 3D printing and cloud manufacturing, including the potential research direction of 3D–PCP system modes, the Internet of Things in 3D printing, and the 3D printing service process control and evaluation.

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.

Similar content being viewed by others

References

  1. Tao F, Li C, Liao TW, Laili Y (2015) BGM-BLA: a new algorithm for dynamic migration of virtual machines in cloud computing. IEEE Trans Serv Comput 1

  2. Rosenthal A, Mork P, Li MH, Stanford J, Koester D, Reynolds P (2010) Cloud computing: a new business paradigm for biomedical information sharing. J Biomed Inform 43:342–353

    Article  Google Scholar 

  3. Manyika J, Chui M, Brown B, Bughin J, Dobbs R, Roxburgh C, Byers AH (2011) Big data: the next frontier for innovation, competition, and productivity. Analytics

  4. Bughin J, Chui M, Manyika J (2010) Clouds, big data, and smart assets: ten tech-enabled business trends to watch. Mckinsey Quarterly 56:75–86

    Google Scholar 

  5. Atzori L, Iera A, Morabito G (2010) The internet of things: a survey. Comput Netw Int J Comput Telecommun Netw 54:2787–2805

    MATH  Google Scholar 

  6. Bandyopadhyay D, Sen J (2011) Internet of things: applications and challenges in technology and standardization. Wirel Pers Commun 58:49–69

    Article  Google Scholar 

  7. Xu X (2012) From cloud computing to cloud manufacturing. Robot Comput Integr Manuf 28:75–86. https://doi.org/10.1016/j.rcim.2011.07.002

    Article  Google Scholar 

  8. Bo-Hu LI, Zhang L, Wang SL, Tao F, Cao JW, Jiang XD, Song X, Cai XD (2010) Cloud manufacturing: a new service-oriented networked manufacturing model. Comput Integr Manuf Syst 16:1–7

    Google Scholar 

  9. Tao F, Zhang L, Venkatesh VC, Luo Y, Cheng Y (2011) Cloud manufacturing: a computing and service- oriented manufacturing model. Proc Inst Mech Eng B J Eng Manuf 225:1969–1976

    Article  Google Scholar 

  10. Li BH, Zhang L, Ren L, Chai XD, Tao F, Wang YZ, Yin C, Huang P, Zhao XP, Zhou ZD (2012) Typical characteristics, technologies and applications of cloud manufacturing. Comput Integr Manufac Syst Cims 18:1345–1356

    Google Scholar 

  11. Tao F, Zhang L, Guo H, Luo YL, Ren L (2011) Typical characteristics of cloud manufacturing and several key issues of cloud service composition. Comput Integr Manuf Syst 17:477–486

    Google Scholar 

  12. Guo L (2016) A system design method for cloud manufacturing application system. Int J Adv Manuf Technol 84:1–15

    Article  Google Scholar 

  13. Guo L, Wang S, Kang L, Cao Y (2015) Agent-based manufacturing service discovery method for cloud manufacturing. Int J Adv Manuf Technol 81:2167–2181

    Article  Google Scholar 

  14. Espalin D, Muse DW, Macdonald E, Wicker RB (2014) 3D printing multifunctionality: structures with electronics. Int J Adv Manuf Technol 72:963–978

    Article  Google Scholar 

  15. Berman B (2012) 3-D printing: the new industrial revolution. Bus Horiz 55:155–162

    Article  Google Scholar 

  16. Bak D (2003) Rapid prototyping or rapid production? 3D printing processes move industry towards the latter. Assem Autom 23:340–345

    Article  Google Scholar 

  17. Bing-Henga LU, Di-Chenb LI (2013) Development of the additive manufacturing (3D printing) technology. Machine Building & Automation

  18. Vaezi M, Seitz H, Yang S (2013) A review on 3D micro-additive manufacturing technologies. Int J Adv Manuf Technol 67:1721–1754

    Article  Google Scholar 

  19. Ford S, Minshall T (2015) Defining the research agenda for 3D printing-enabled re-distributed manufacturing. In: Umeda S, Nakano M, Mizuyama H, et al (ed) IFIP Advances in Information and Communication. Technology. 156–164

  20. Lipson H, Kurman M (2013) Fabricated: the new world of 3D printing. Fabricated. The new world of 3D printing-research and markets

  21. Tao F, Cheng Y, Zhang L, Nee AYC (2017) Advanced manufacturing systems: socialization characteristics and trends. J Intell Manuf 28:1079–1094

    Article  Google Scholar 

  22. Cima M, Sachs E, Fan T, Bredt JF, Michaels SP, Khanuja S, Lauder A, Lee SJ, Brancazio D, Curodeau A, Tuerck H (1995) Three-dimensional printing techniques: CA, 07/894100[P], 1995

  23. Shuping YI, Liu M, Wen P (2016) Overview of cloud manufacturing service based on lifecycle theory. Comput Integr Manuf Syst 22

  24. Feng X, Ye-Fa HU, Fei T, Lin Z (2012) Energy consumption evaluation and application of cloud manufacturing resource service. Comput Integr Manuf Syst 18:2109–2116

    Google Scholar 

  25. Hu A, Zhang L, Tao F, Luo Y (2012) Resource service management of cloud manufacturing based on knowledge. Tongji Daxue Xuebao/journal of Tongji University 40:1092–1101

    Google Scholar 

  26. Jiang Y, Bingheng LU, Fang X, Hua L (2016) 3D printing-based internet collect-manufacturing mode. Computer Integrated Manufacturing Systems

  27. Wang L, Yao Y, Yang X, Chen D. Multi agent based additive manufacturing cloud platform: IEEE International Conference on Cloud Computing and Big Data Analysis, 2016[C]

  28. Lei Ren SWYS. 3D printing in cloud manufacturing: model and platform design: Proceedings of the ASME 2016 International Manufacturing Science and Engineering Conference, Blacksburg, Virginia, USA, 2016[C]

  29. Modekurthy VP, Liu XF, Fletcher KK, Leu MC (2015) Design and implementation of a broker for cloud additive manufacturing services. J Manuf Sci Eng Trans Asme 137:040904. https://doi.org/10.1115/1.4030670

    Article  Google Scholar 

  30. Mai J, Zhang L, Tao F, Ren L (2016) Customized production based on distributed 3D printing services in cloud manufacturing. Int J Adv Manuf Technol 84:71–83. https://doi.org/10.1007/s00170-015-7871-y

    Article  Google Scholar 

  31. Wu JJ, Tan YG, Ma GF. 3D printing monitoring platform based on the internet of things, Guilin, China, 2015[C]. Institution of Engineering and Technology, 2015

  32. Tao F, Zuo Y, Xu LD, Zhang L (2014) IoT-based intelligent perception and access of manufacturing resource toward cloud manufacturing. IEEE Trans Ind Inform 10:1547–1557

    Article  Google Scholar 

  33. Jian-feng H, Xue-mei L (2015) Education-oriented 3Dprinting and networked communication platform. Chinese J Eng Mach 13:82–87

    Article  Google Scholar 

  34. Jun Z, Wen-jie D (2015) The research on service of valve with cloud manufacturing and 3D printing. Manuf Autom 37:108–111

    Google Scholar 

  35. Brant A, Sundaram MM (2015) A novel system for cloud-based micro additive manufacturing of metal structures. J Manuf Process 20:478–484

    Article  Google Scholar 

  36. Guo L A cloud manufacturing service system based on 3D printer: China, 201510863252.1[P]. 2016–3-30

  37. Nchez L, Pez T, Ranasinghe DC, Harrison M, Mcfarlane D (2012) Adding sense to the internet of things. Pers Ubiquit Comput 16:291–308

    Article  Google Scholar 

  38. Atzori L, Iera A, Morabito G, Nitti M (2012) The social internet of things (SIoT)—when social networks meet the internet of things: concept, architecture and network characterization ☆. Comput Netw 56:3594–3608

    Article  Google Scholar 

  39. Chalasani S, Boppana RV (2007) Data architectures for RFID transactions. IEEE Trans Ind Inform 3:246–257

    Article  Google Scholar 

  40. Lehmhus D, Wuest T, Wellsandt S, Bosse S, Kaihara T, Thoben KD, Busse M (2015) Cloud-based automated design and additive manufacturing: a usage data-enabled paradigm shift. Sensors 15:32079–32122

    Article  Google Scholar 

  41. Yao XF, Jin H, Bin LI, Zhang J, Lin Y, Zhou HF (2013) Event-driven service-oriented architecture for cloud manufacturing and its implementation with open source tools. Jisuanji Jicheng Zhizao Xitong/computer Integrated Manufacturing Systems Cims 19:654–661

    Google Scholar 

  42. Zhang L, Mai J, Ren L, Shi C, Zhao Z. 3D printing adaptation access device for cloud manufacturing: China, 201610069793.1[P].2016–6-29

  43. Shi C, Zhang L, Mai J, Zhao Z (2016) 3D printing process selection model based on triangular intuitionistic fuzzy numbers in cloud manufacturing. Int J Model Simul Sci Comput: 1750028. https://doi.org/10.1142/S1793962317500283

  44. Ling K, Chen GS, Wang SL, Qiang LI, Liang G, Song WY (2013) Ontology based process resource discovery for cloud manufacturing. Comput Integr Manuf Syst 19:2325–2331

    Google Scholar 

  45. Wei L, Shu HP (2012) Active rent-seeking of cloud services based on biding mechanism for cloud manufacturing environment. Microelectr Comput 29:5

    Google Scholar 

  46. Huang X, Du B, Sun L, Chen F, Dai W (2016) Service requirement conflict resolution based on ant colony optimization in group-enterprises-oriented cloud manufacturing. Int J Adv Manuf Technol 84:183–196

    Article  Google Scholar 

  47. Su K, Xu W, Li J (2015) Manufacturing resource allocation method based on non-cooperative game in cloud manufacturing. Jisuanji Jicheng Zhizao Xitong/computer integrated manufacturing systems, CIMS,21:2228-2239. https://doi.org/10.13196/j.cims.2015.08.028

  48. Yao Y, Chen D, Wang L, Yang X (2016) Additive manufacturing cloud via peer-robot collaboration. Int J Adv Robot Syst 13:1

    Article  Google Scholar 

  49. Cheng-Hai LI, Huang BQ, Center R, University T (2014) Cloud manufacturing service resources based on attribute description matching. Comput Integr Manuf Syst 20:1499–1507

    Google Scholar 

  50. Tao F, Cheng J, Cheng Y, Gu S, Zheng T, Yang H (2017) SDMSim: a manufacturing service supply-demand matching simulator under cloud environment. Robot Comput Integr Manuf 45:34–46

    Article  Google Scholar 

  51. Lu Y, Xu X (2017) A semantic web-based framework for service composition in a cloud manufacturing environment. J Manuf Syst 42:69–81

    Article  Google Scholar 

  52. Tong J Cloud manufacturing system and method based on cloud computing and 3D printing: China, 201510187765.5[P].2015–7-15

  53. Baumann F, Eichhoff J, Roller D (2016) Collaborative cloud printing service. Springer International Publishing

  54. Schulte S, Hoenisch P, Hochreiner C, Dustdar S. Towards process support for cloud manufacturing: IEEE International Conference on Enterprise Distributed Object Computing, 2014[C]

  55. Weikang W, Kang Z, Wenbo W, Weifeng C, Xiaoying D (2016) Intelligent cloud platform design for 3D printer network service. Microcontroller & Embedded Systems: 19-22

  56. Zhang L, Mai J, Ren L, Shi C, Zhao Z. Method and device for processing 3D printing processing task for cloud manufacturing: China, 201610060342.1[P].2016/05/11

  57. Nan Z, Niu ZW, Wei G (2012) Quantum harmony search method for design knowledge resource serialization combination in cloud manufacturing environment. Comput Integr Manuf Syst 18:1435–1443

    Google Scholar 

  58. Cao Y, Wu Z, Liu T, Gao Z, Yang J (2016) Multivariate process capability evaluation of cloud manufacturing resource based on intuitionistic fuzzy set. Int J Adv Manuf Technol 84:227–237

    Article  Google Scholar 

  59. Tao F, Hu Y, Zhao D, Zhou Z, Zhang H, Lei Z (2009) Study on manufacturing grid resource service QoS modeling and evaluation. Int J Adv Manuf Technol 41:1034–1042

    Article  Google Scholar 

  60. Xu W, Tian S, Liu Q, Xie Y, Zhou Z, Pham DT (2016) An improved discrete bees algorithm for correlation-aware service aggregation optimization in cloud manufacturing. Int J Adv Manuf Technol 84:1–12

    Article  Google Scholar 

  61. Buckholtz B, Ragai I, Wang L (2015) Cloud manufacturing: current trends and future implementations. J Manuf Sci Eng Trans Asme 137:044001. https://doi.org/10.1115/1.4030009

    Article  Google Scholar 

  62. Huang X, Du B, Sun L, Chen F, Dai W (2015) Service requirement conflict resolution based on ant colony optimization in group-enterprises-oriented cloud manufacturing. Int J Adv Manuf Technol 84:183–196

    Article  Google Scholar 

  63. Lijun T, Hu R, Han Z, Caowei C (2013) Multi-objective dynamic scheduling of manufacturing resource to cloud manufacturing services. China Mech Eng 24:1616–1622

    Google Scholar 

  64. Kumar A, Shankar R, Choudhary A, Thakur LS (2016) A big data map reduce framework for fault diagnosis in cloud-based manufacturing. Int J Prod Res:1–14

  65. Li C, Wang S, Kang L, Guo L, Cao Y (2014) Trust evaluation model of cloud manufacturing service platform. Int J Adv Manuf Technol 75:489–501

    Article  Google Scholar 

  66. Hunt EJ, Zhang C, Anzalone N, Pearce JM (2015) Polymer recycling codes for distributed manufacturing with 3-D printers. Resour Conserv Recycl 97:24–30. https://doi.org/10.1016/j.resconrec.2015.02.004

    Article  Google Scholar 

Download references

Acknowledgements

We would like to thank the anonymous reviewers and the editor for their constructive comments and suggestions to this paper. We also acknowledge the Youth Science Foundation of National Natural Science Foundation, China (No. 51705438), the National Science and Technology Support Plan Subsidization Project, China (No. 2015BAF17B02), the Young Scholars Development Fund of SWPU (No.201599010007) and Sichuan education department natural science fund (No.16ZB0083).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Liang Guo.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Guo, L., Qiu, J. Combination of cloud manufacturing and 3D printing: research progress and prospect. Int J Adv Manuf Technol 96, 1929–1942 (2018). https://doi.org/10.1007/s00170-018-1717-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00170-018-1717-3

Keywords

Navigation