Knowledge management system for new product development  in cloud manufacturing

doi:10.16731/j.cnki.1671-3133.2017.12.004

Abstract

Abstract: Aiming at the key role for the flow and sharing of knowledge in the New Product Development (NPD) and the trends of NPD mode in the cloud manufacturing environment,analyzed the classification and properties of NPD knowledge in cloud manufacturing environment,and proposed a knowledge management system for NPD in cloud manufacturing,and established the architecture and service operation mode.Then some key technologies was researched,such as the NPD knowledge ontology modeling in cloud manufacturing environment based on Resource Description Framework (RDF),the NPD knowledge semantic querying based on SPARQL Protocol and RDF Query Language (SPARQL),a NPD knowledge management system for automobile and motorcycle parts in cloud manufacturing was given as application.

Key words: cloud manufacturing, knowledge management, ontology, new product development, RDF

CLC Number:

TH166
TP391

Yin Hankun, Qiu Lei, Yin Chao. Knowledge management system for new product development in cloud manufacturing[J]. Modern Manufacturing Engineering, 2017, 447(12): 16-24.

References

[1] JOHNSON W H A,FILIPPINI R.Integration capabilities as mediator of product development practices-performance[J].Journal of Engineering and Technology Management,2013,30(1): 95-111.
[2] 孟祥慧,谢友柏.支持产品设计过程的可嵌入式知识服务[J].计算机集成制造,2009,15(6):1049-1054.
[3] 李伯虎,张霖,王时龙,等.云制造——面向服务的网络化制造新模式[J].计算机集成制造,2010,16(1):1-7.
[4] XU X.From cloud computing to cloud manufacturing[J].Robot and Computer-integrated Manufacturing,2012,28(1):75-86.
[5] 张霖,罗永亮,范文慧,等.云制造及其相关先进制造模式分析[J].计算机集成制造系统2011,17(3):458-467.
[6] 尹超,黄必清,刘飞,等.中小企业云制造服务平台共性关键技术体系研究[J].计算机集成制造,2011,17(3):495-502.
[7] 李伯虎,张霖,任磊,等.再论云制造[J].计算机集成制造系统,2011,17(3):449-457.
[8] 尹胜,尹超,刘飞,等.云制造环境下外协加工资源集成服务模式及语义描述[J].计算机集成制造,2011,17(3):525-532.
[9] SVEIBY K E.The new organizational wealth:Manageing & measuring knowledge-based assets[M].San Francisco:Berrett-koehler Publishers,Inc,1997.
[10] CHEN Hsing-Hung,KANG He-Yau,XING Xiaoqiang,et al.Developing new products with knowledge management methods and process development management in a network[J].Computers in Industry,2008,59(2/3):242-253
[11] RODRY Mcadam,TOM O’Hare,SANDR Moffett.Collaborative Knowledge Sharing in Composite New Product Development: An Aerospace Study[J].Technovation,2008,28(5):245-256.
[12] ANTONIOU G,HARMELEN F.A semantic web primer[M].[S.l.]:MIT Press,2004.
[13] LI Z,YANG M,RAMANI K.A methodology for engineering ontology acquisition and validation[J].Artificial Intelligence for Engineering Design,Analysis and Manufacturing,2009,23(1):37-51.
[14] 李向前,杨海成,敬石开,等.面向集团企业云制造的知识服务建模[J].计算机集成制造,2012,18(8):1869-1880.
[15] 林春梅,金鑫,何跃.基于RDF构建语义化本体模型[J].计算机应用与软件,2002,19(6):32-34..
[16] 尹翰坤,尹超,龚小容,等.汽摩零部件新产品开发云制造平台总体框架及关键技术[J].计算机集成制造,2013,19(9):2332-2339.
[17] 高红梅.基于语义WEB的四方物流管理系统中供应商检索的研究[J].西藏大学学报(自然科学版),2008,23(1):94-98.

Knowledge management system for new product development in cloud manufacturing

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 10

Recommended Articles

Metrics

Comments

[1]	LI Xiaobo, GUO Yinzhang. Research on cloud manufacturing capability demand model and matching strategy based on semantic similarity and improved PSO algorithm [J]. Modern Manufacturing Engineering, 2025, 537(6): 30-44.
[2]	DONG Jingyu, GUO Yinzhang. A cloud manufacturing service composition strategy based on improved dandelion optimizer algorithm [J]. Modern Manufacturing Engineering, 2025, 535(4): 25-35.
[3]	Mi Jingjing, Cheng Siyuan, Cong Haichen, Yang Xuerong, Liu Ji’an, Yang Jie. Patent product around design method based on function requirements [J]. Modern Manufacturing Engineering, 2018, 454(7): 146-152.
[4]	Zhu Wenhai,Zhang Weigang,Ni Yangyong,Lin Tingyu,Zhang Meifang. From computer integrated manufacturing to “Industry 4.0” [J]. Modern Manufacturing Engineering, 2018, 448(1): 151-159.
[5]	Zhou Shulin, Yin Hankun. A service encapsulation method of production equipment resources for cloud manufacturing [J]. Modern Manufacturing Engineering, 2017, 444(9): 46-51.
[6]	Yu Yanpeng, Chen Kun, Xu Aiming, Yang Zhiming. Research on the generate of inspection plan in digital workshop [J]. Modern Manufacturing Engineering, 2017, 441(6): 45-51.
[7]	He Li, Sun Wenlei, Wang Hongwei, Dang Yazhou. Research on ontology-based distributed parts resource library integration and semantic retrieval [J]. Modern Manufacturing Engineering, 2017, 440(5): 28-32.
[8]	Deng Fei, Feng Yun, Zhu Hairong. Research on building cloud manufacturing service platform relying on Industry-University-Research resources [J]. Modern Manufacturing Engineering, 2017, 439(4): 22-29.
[9]	Chen Weizhi, Jiang Li, Guo Shunsheng, Du Baigang, Xu Wenxiang. Demand-oriented virtual resources allocation in cloud manufacturing [J]. Modern Manufacturing Engineering, 2017, 447(12): 59-65.
[10]	Huang Hui, Wang Zhe, Ji Yujiao, Yan Yong. Analysis on distributed networked cloud manufacturing mode [J]. Modern Manufacturing Engineering, 2017, 446(11): 36-42.