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IoT and Cloud Computing in Automation of Assembly Modeling Systems
Abstract
After the technologies of integrated circuits, personal computers, and the Internet, Internet of Things (IoT) is the latest information technology (IT) that is radically changing business paradigms. However, IoT's influence in the manufacturing sector has yet been fully explored. On the other hand, existing computer-aided software tools are experiencing a bottleneck in dealing with complexity, dynamics, and uncertainties in their applications of modern enterprises. It is argued that the adoption of IoT and cloud computing in enterprise systems (ESs) would overcome the bottleneck. In this paper, the challenges in generating assembly plans of complex products are discussed. IoT and cloud computing are proposed to help a conventional assembly modeling system evolve into an advanced system, which is capable to deal with complexity and changes automatically. To achieve this goal, an assembly modeling system is automated, and the proposed system includes the following innovations: 1) the modularized architecture to make the system robust, reliable, flexible, and expandable; 2) the integrated object-oriented templates to facilitate interfaces and reuses of system components; and 3) the automated algorithms to retrieve relational assembly matrices for assembly planning. Assembly modeling for aircraft engines is used as examples to illustrate the system effectiveness.
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Cited by
Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications
Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., & Ayyash, M. (2015) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2015.2444095 · Cited by 8,630
Integration of Cloud computing and Internet of Things: A survey
Botta, A., de Donato, W., Persico, V., & Pescapé, A. (2016) · Future Generation Computer Systems · doi:10.1016/j.future.2015.09.021 · Cited by 2,388
A global manufacturing big data ecosystem for fault detection in predictive maintenance
Yu, W., Dillon, T., Mostafa, F., Rahayu, W., & Liu, Y. (2020) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2019.2915846 · Cited by 225
Manuel Maqueira, J., Moyano-Fuentes, J., & Bruque, S. (2019) · International Journal of Production Research · doi:10.1080/00207543.2018.1530473 · Cited by 94
A Survey on Internet of Things (IoT), Industrial IoT (IIoT) and Industry 4.0
Deshpande, S. N., & Jogdand, R. M. (2020) · International Journal of Computer Applications · doi:10.5120/ijca2020920790 · Cited by 16
Metadata
- Authors
- Wang, C., Bi, Z., & Xu, L. D.
- Venue
- IEEE Transactions on Industrial Informatics
- Published
- 2014-05
- Volume
- 10
- Issue
- 2
- Pages
- 1426-1434
- ISSN
- 1551-3203 (ISSN-L)
- 1941-0050
- OpenAlex
- W2022709631
- Cited by
- 249
- References
- 0
- FWCI
- 44.59
- Type
- journal article
- Language
- en
- Open access
- closed
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