Exploration of Intelligent Manufacturing Methods for Complex Products Driven by Multisource Data
In order to improve the multisource data-driven fusion effect in the intelligent manufacturing process of complex products, based on the proposed adaptive fog computing architecture, this paper takes into account the efficient processing of complex product intelligent manufacturing services within t...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/2452533 |
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| _version_ | 1849402905447104512 |
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| author | Lei Zhang |
| author_facet | Lei Zhang |
| author_sort | Lei Zhang |
| collection | DOAJ |
| description | In order to improve the multisource data-driven fusion effect in the intelligent manufacturing process of complex products, based on the proposed adaptive fog computing architecture, this paper takes into account the efficient processing of complex product intelligent manufacturing services within the framework and the rational utilization of fog computing layer resources to establish a fog computing resource scheduling model. Moreover, this paper proposes a fog computing architecture for intelligent manufacturing services for complex products. The architecture adopts a three-layer fog computing framework, which can reasonably provide three types of services in the field of intelligent manufacturing. In addition, this study combines experimental research to verify the intelligent model of this article and counts the experimental results. From the analysis of experimental data, it can be seen that the complex product intelligent manufacturing system based on multisource data driven proposed in this paper meets the data fusion requirements of complex product intelligent manufacturing. |
| format | Article |
| id | doaj-art-98d4e9de4b2f4859a0835729d1716fe0 |
| institution | Kabale University |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-98d4e9de4b2f4859a0835729d1716fe02025-08-20T03:37:23ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/2452533Exploration of Intelligent Manufacturing Methods for Complex Products Driven by Multisource DataLei Zhang0Electrical Engineering DepartmentIn order to improve the multisource data-driven fusion effect in the intelligent manufacturing process of complex products, based on the proposed adaptive fog computing architecture, this paper takes into account the efficient processing of complex product intelligent manufacturing services within the framework and the rational utilization of fog computing layer resources to establish a fog computing resource scheduling model. Moreover, this paper proposes a fog computing architecture for intelligent manufacturing services for complex products. The architecture adopts a three-layer fog computing framework, which can reasonably provide three types of services in the field of intelligent manufacturing. In addition, this study combines experimental research to verify the intelligent model of this article and counts the experimental results. From the analysis of experimental data, it can be seen that the complex product intelligent manufacturing system based on multisource data driven proposed in this paper meets the data fusion requirements of complex product intelligent manufacturing.http://dx.doi.org/10.1155/2022/2452533 |
| spellingShingle | Lei Zhang Exploration of Intelligent Manufacturing Methods for Complex Products Driven by Multisource Data Advances in Multimedia |
| title | Exploration of Intelligent Manufacturing Methods for Complex Products Driven by Multisource Data |
| title_full | Exploration of Intelligent Manufacturing Methods for Complex Products Driven by Multisource Data |
| title_fullStr | Exploration of Intelligent Manufacturing Methods for Complex Products Driven by Multisource Data |
| title_full_unstemmed | Exploration of Intelligent Manufacturing Methods for Complex Products Driven by Multisource Data |
| title_short | Exploration of Intelligent Manufacturing Methods for Complex Products Driven by Multisource Data |
| title_sort | exploration of intelligent manufacturing methods for complex products driven by multisource data |
| url | http://dx.doi.org/10.1155/2022/2452533 |
| work_keys_str_mv | AT leizhang explorationofintelligentmanufacturingmethodsforcomplexproductsdrivenbymultisourcedata |