Cloud-based design and manufacturing
Cloud-based design and manufacturing (CBDM) refers to a service-oriented networked product development model in which service consumers are able to configure products or services and reconfigure manufacturing systems through Infrastructure-as-a-Service (IaaS), Platform-as-a-Service (PaaS), Hardware-as-a-Service (HaaS), and Software-as-a-Service (SaaS).[1] Adapted from the original cloud computing paradigm and introduced into the realm of computer-aided product development, Cloud-Based Design and Manufacturing is gaining significant momentum and attention from both academia and industry.
Cloud-based design and manufacturing includes two aspects: cloud-based design and cloud-based manufacturing. Another related concept is cloud manufacturing that is more general and popular.[2][3]
Cloud-Based Design (CBD) refers to a networked design model that leverages cloud computing, service-oriented architecture (SOA), Web 2.0 (e.g., social network sites), and semantic web technologies to support cloud-based engineering design services in distributed and collaborative environments.[4]
Cloud-Based Manufacturing (CBM) refers to a networked manufacturing model that exploits on-demand access to a shared collection of diversified and distributed manufacturing resources to form temporary, reconfigurable production lines which enhance efficiency, reduce product lifecycle costs, and allow for optimal resource allocation in response to variable-demand customer generated tasking.[5]
The enabling technologies for Cloud-Based Design and Manufacturing include cloud computing, Web 2.0, Internet of Things (IoT), and service-oriented architecture (SOA).
History
editThe term cloud-based design and manufacturing (CBDM) was initially coined by Dazhong Wu, David Rosen, and Dirk Schaefer at Georgia Tech in 2012 for the purpose of articulating a new paradigm for digital manufacturing and design innovation in distributed and collaborative settings. The main objective of CBDM is to further reduce time and cost associated with maintaining information and communication technology (ICT) infrastructures for design and manufacturing, enhancing digital manufacturing and design innovation in distributed and collaborative environments, and adapting to rapidly changing market demands.[6]
In 2014, the same research group also published the worldwide first two books on the subjects of Cloud-Based Design and Manufacturing (CBDM)[7] and Social Product Development (SPD) [8] with Springer, edited by Dirk Schaefer.
Characteristics
editCBDM exhibits the following key characteristics:[9]
- Cloud-based distributed file system
- High performance computing
- Cloud-based social collaboration
- Ubiquitous access to distributed big data
- Rapid manufacturing scalability[10]
- Agility
- On-demand self-service
- Semantic Web
- Real-time request for quotation
- Pay-per-use pricing model
- Multi-tenancy
CBDM differs from traditional collaborative and distributed design and manufacturing systems such as web-based systems and agent-based systems from a number of perspectives, including (1) computing architecture, (2) data storage, (3) sourcing process, (4) information and communication technology infrastructure, (5) business model, (6) programming model, and (7) communication.[11]
Service models
edit- Infrastructure as a service (IaaS)
- Platform as a service (PaaS)
- Hardware as a service (HaaS)[12]
- Software as a service (SaaS)
Similar to cloud computing, CBDM services can be categorized into four major deployment models: the public cloud, private cloud, hybrid cloud, and community cloud.[13]
Research progress in Academia
editReferences
edit- ^ Wu, D.; Thames, J.L.; Rosen, D.W.; Schaefer, D. (2013). "Enhancing the Product Realization Process with Cloud-Based Design and Manufacturing Systems". Journal of Computing and Information Science in Engineering. 13 (4): 041004. doi:10.1115/1.4025257. S2CID 108699839.
- ^ L. Zhang, YL Luo, F Tao, B. H. Li, L Ren, XS Zhang, H. Guo, Y Cheng, AR Hu. Cloud manufacturing: a new manufacturing paradigm [J]. Enterprise Information Systems, May 21, 2012.
- ^ Cloud-Based Design and Manufacturing: Status and Promise. In: Schaefer, D. (Ed): Cloud-Based Design and Manufacturing: A Service-Oriented Product Development Paradigm for the 21st Century, Springer, London, UK, pp. 1–24.
- ^ Wu, D., Schaefer, D., & Rosen, D.W. (2013). Cloud-Based Design and Manufacturing Systems: A Social Network Analysis. International Conference on Engineering Design (ICED13), Seoul, Korea.
- ^ Wu, D., Greer, M.J., Rosen, D.W., & Schaefer, D. (2013). Cloud Manufacturing: Drivers, Current Status, and Future Trends. Proceedings of the ASME 2013 International Manufacturing Science and Engineering Conference (MSEC13), Paper Number: MSEC2013-1106, Madison, Wisconsin, U.S.
- ^ Wu, D., Thames, J.L., Rosen, D.W., & Schaefer, D. (2012). Towards a Cloud-Based Design and Manufacturing Paradigm: Looking Backward, Looking Forward. Proceedings of the ASME 2012 International Design Engineering Technical Conference & Computers and Information in Engineering Conference (IDETC/CIE12), Paper Number: DETC2012-70780, Chicago, U.S.
- ^ Schaefer, D. (Ed.), 2014, "Cloud-based design and manufacturing (CBDM): a service-oriented product development paradigm for the 21st century, Springer, London, UK, ISBN 978-3-319-07398-9, 282 pp.
- ^ Schaefer, D. (Ed.), 2014, "Product development in the Socio-sphere," Springer, London, UK, ISBN 978-3-319-07404-7, 235 pp.
- ^ Wu, D.; Rosen, D.W.; Wang, L.; Schaefer, D. (2014). "Cloud-Based Design and Manufacturing: A New Paradigm in Digital Manufacturing and Design Innovation" (PDF). Computer-Aided Design. 59: 1–14. doi:10.1016/j.cad.2014.07.006. S2CID 9315605.
- ^ Putnik, G.; Sluga, A.; ElMaraghy, H.; Teti, R.; Koren, Y.; Tolio, T.; Hon, B. (2013). "Scalability in manufacturing systems design and operation: State-of-the-art and future developments roadmap". CIRP Annals-Manufacturing Technology. 62 (2): 751–774. doi:10.1016/j.cirp.2013.05.002.
- ^ Wu, D., Rosen, D.W., Wang, L., & Schaefer, D. (2014). Cloud-Based Manufacturing: Old Wine in New Bottles?. Proceedings of the 47th CIRP Conference on Manufacturing Systems, Windsor, Canada, pp. 94-99, doi:10.1016/j.procir.2014.01.035
- ^ Wu, D., Rosen, D.W., & Schaefer, D. (2014). Cloud-Based Design and Manufacturing: Status and Promise. In: Schaefer, D. (Ed): Cloud-Based Design and Manufacturing: A Service-Oriented Product Development Paradigm for the 21st Century, Springer, London, UK, pp.1-24.
- ^ Bughin, J., Chui, M., & Manyika, J. (2010). Clouds, big data, and smart assets: Ten tech-enabled business trends to watch. McKinsey Quarterly, 56(1), 75-86.
- ^ "Manufacturing Experimentation and Outreach (MENTOR) - Federal Business Opportunities: Opportunities". fbo.gov. Archived from the original on 2011-01-02.
- ^ "GT | News Center :: Georgia Tech to Start High School Manufacturing Programs". news.gatech.edu. 2011-10-25. Archived from the original on 2014-08-21.
- ^ Rosen, D. W., Schaefer, D., & Schrage, D. (2012). GT METOR: A High School Education Program in Systems Engineering and Additive Manufacturing. In Proceedings of the 23rd Annual International Solid Freeform Fabrication Symposium–An Additive Manufacturing Symposium.
- ^ "Clouds, crowds and games to improve UK manufacturing - Engineering and Physical Sciences Research Council". epsrc.ac.uk. 2013-02-28. Archived from the original on 2014-08-21.
- ^ "European Commission : CORDIS : FP7 : ICT:Complex Systems and Advanced Computing: Home". cordis.europa.eu. Archived from the original on 2014-08-21.