A model of knowledge chain integration for complex product R&D projects based on DSM and TCPN

Abstract Complex product research and development projects usually are large scale with high cost and complex technologies and with large number of group members involved. From the perspective of complex system management, this paper adopts design structure matrix and timing constraint Petri nets (TCPN) to analyse knowledge behaviour and time constraints of team members in complex product R&D projects. In specific, this paper first develops a knowledge‐activity design structure matrix and a time‐resource design structure matrix model. Then a TCPN model that integrates resource constraints in knowledge chains is proposed based on the dependence relationship of team members' knowledge activities. Schedulabilities of the model are calculated, analysed and corrected to integrate team members' knowledge. Finally, a case study is conducted to test the proposed model.

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Publication Details

Journal
Systems Research and Behavioral Science
Published
2024-09-02
DOI
https://doi.org/10.1002/sres.3071
Citations
3
Primary Topic
Product Development and Customization
Type
article
Field-Weighted Citation Impact
2.19

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article

A model of knowledge chain integration for complex product R&D projects based on DSM and TCPN

Jianhua Liu, Huishuang Su, Shuo Tian, Qiang Ma et al.
3 citations
Systems Research and Behavioral Science
Product Development and Customization
2.19
article

A model of knowledge chain integration for complex product R&D projects based on DSM and TCPN

Jianhua Liu, Huishuang Su, Shuo Tian, Qiang Ma, Yong Chen, Yike Liu
article en
3 citations

Abstract

Abstract Complex product research and development projects usually are large scale with high cost and complex technologies and with large number of group members involved. From the perspective of complex system management, this paper adopts design structure matrix and timing constraint Petri nets (TCPN) to analyse knowledge behaviour and time constraints of team members in complex product R&D projects. In specific, this paper first develops a knowledge‐activity design structure matrix and a time‐resource design structure matrix model. Then a TCPN model that integrates resource constraints in knowledge chains is proposed based on the dependence relationship of team members' knowledge activities. Schedulabilities of the model are calculated, analysed and corrected to integrate team members' knowledge. Finally, a case study is conducted to test the proposed model.

Systems Research and Behavioral ScienceVol. 42(4)
Texas A&M International University (US), Jilin University of Finance and Economics (CN), Jilin University (CN)
Jilin University of Finance and Economics, National Natural Science Foundation of China
Industry, innovation and infrastructure
Openalex Percentile: Top 11%
Product Development and Customization
2.19
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