Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability Data
With the application of new-generation information technology in the full life cycle process of a complex product, it is showing the characteristics of multi-source, real-time, heterogeneous, cross-domain transmission. Large data volume and low value density emerge in the process of complex product...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-07-01
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| Series: | Machines |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2075-1702/10/7/555 |
| _version_ | 1797417361589927936 |
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| author | Jinfeng Wang Zhan Meng Dapeng Gao Lijie Feng |
| author_facet | Jinfeng Wang Zhan Meng Dapeng Gao Lijie Feng |
| author_sort | Jinfeng Wang |
| collection | DOAJ |
| description | With the application of new-generation information technology in the full life cycle process of a complex product, it is showing the characteristics of multi-source, real-time, heterogeneous, cross-domain transmission. Large data volume and low value density emerge in the process of complex product design manufacturing and services (DMS). This leads to “information islands” and insufficient utilization of cross-domain reliability data in the process of integration of DMS for complex product R&D design data, manufacturing data and operation and maintenance services (O&MS) data. This paper proposes and illustrates a framework of complex product DMS integration based on reliability data, including complex product design optimization based on manufacturing and service reliability data, complex product intelligent manufacturing process optimization based on real-time reliability data and complex product O&MS optimization based on multi-source heterogeneous reliability data. Additionally, it then realizes complex product design reliability and optimization, manufacturing process reliability and optimization and O&MS reliability and intelligent decision optimization based on reliability data. Finally, the DMS integration framework based on reliability-data-driven proposal is corrected through the case of engine MDS integration, which can effectively improve the cross-domain reliability data utilization and overall product reliability of complex products. The proposed framework extends the application of reliability theory in the process of complex product DMS integration and provides a reference for enterprises in the R&D, manufacturing and O&MS of complex products. |
| first_indexed | 2024-03-09T06:17:41Z |
| format | Article |
| id | doaj.art-59be7b1fd5a148eca6c9f8452996b7e6 |
| institution | Directory Open Access Journal |
| issn | 2075-1702 |
| language | English |
| last_indexed | 2024-03-09T06:17:41Z |
| publishDate | 2022-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Machines |
| spelling | doaj.art-59be7b1fd5a148eca6c9f8452996b7e62023-12-03T11:51:07ZengMDPI AGMachines2075-17022022-07-0110755510.3390/machines10070555Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability DataJinfeng Wang0Zhan Meng1Dapeng Gao2Lijie Feng3School of Management, Zhengzhou University, Zhengzhou 450001, ChinaSchool of Management, Zhengzhou University, Zhengzhou 450001, ChinaLogistics Management Section, SAIC Motor Passenger Vehicle Company (Zhengzhou Branch), Zhengzhou 450048, ChinaSchool of Management, Zhengzhou University, Zhengzhou 450001, ChinaWith the application of new-generation information technology in the full life cycle process of a complex product, it is showing the characteristics of multi-source, real-time, heterogeneous, cross-domain transmission. Large data volume and low value density emerge in the process of complex product design manufacturing and services (DMS). This leads to “information islands” and insufficient utilization of cross-domain reliability data in the process of integration of DMS for complex product R&D design data, manufacturing data and operation and maintenance services (O&MS) data. This paper proposes and illustrates a framework of complex product DMS integration based on reliability data, including complex product design optimization based on manufacturing and service reliability data, complex product intelligent manufacturing process optimization based on real-time reliability data and complex product O&MS optimization based on multi-source heterogeneous reliability data. Additionally, it then realizes complex product design reliability and optimization, manufacturing process reliability and optimization and O&MS reliability and intelligent decision optimization based on reliability data. Finally, the DMS integration framework based on reliability-data-driven proposal is corrected through the case of engine MDS integration, which can effectively improve the cross-domain reliability data utilization and overall product reliability of complex products. The proposed framework extends the application of reliability theory in the process of complex product DMS integration and provides a reference for enterprises in the R&D, manufacturing and O&MS of complex products.https://www.mdpi.com/2075-1702/10/7/555complex productintegration of design manufacturing and servicereliability dataengine |
| spellingShingle | Jinfeng Wang Zhan Meng Dapeng Gao Lijie Feng Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability Data Machines complex product integration of design manufacturing and service reliability data engine |
| title | Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability Data |
| title_full | Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability Data |
| title_fullStr | Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability Data |
| title_full_unstemmed | Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability Data |
| title_short | Construction of an Integrated Framework for Complex Product Design Manufacturing and Service Based on Reliability Data |
| title_sort | construction of an integrated framework for complex product design manufacturing and service based on reliability data |
| topic | complex product integration of design manufacturing and service reliability data engine |
| url | https://www.mdpi.com/2075-1702/10/7/555 |
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