Abstract：Effective industry-university-research cooperation is an important force to support the continuous innovation of cloud manufacturing industry.The cloud manufacturing literature in Cnki database are screened,and the social network analysis method is used to describe the time evolution characteristics of innovative cooperation among enterprises,universities and scientific research institutes from the perspective of overall network and individual network.The spatial analysis method is used to describe the spatial evolution characteristics of innovation cooperation among enterprises,universities and scientific research institutes.The triple helix algorithm is used to measure the innovation cooperation ability of cloud manufacturing industry,and the evolution mechanism of innovation cooperation of cloud manufacturing industry is revealed from a multi-dimensional perspective.The results show the followings.① The cloud manufacturing industry is still in the development stage,the triple helix innovation cooperation network presents a small world,and the degree of enterprise participation needs to be improved.②Beijing is a central city for innovation cooperation of cloud manufacturing industry,and the spatial evolution shows a radiation trend from the middle east to other regions.③The innovation cooperation among the three helix subjects of the cloud manufacturing industry is dominated by universities-enterprise,university-scientific research institutes,and innovation capabilities have been continuously enhanced.④The innovation cooperation of cloud manufacturing industry develops in two dimensions named as horizontal expansion and vertical evolution.
王京. 云制造产业三螺旋创新合作演进研究[J]. 中国科技论坛, 2022(7): 44-52.
Wang Jing. Research on Evolution of Triple Helix Innovation Cooperation in Cloud Manufacturing Industry. , 2022(7): 44-52.
[1]周佳军,姚锡凡,刘敏,等.几种新兴智能制造模式研究评述[J].计算机集成制造系统,2017,23(3):624-639. [2]LIU Y,WANG L,WANG X V,et al.Cloud manufacturing:key issues and future perspectives[J].International journal of computer integrated manufacturing,2019,32(9):858-874. [3]李伯虎,柴旭东,侯宝存,等.云制造系统3.0——一种“智能+”时代的新智能制造系统[J].计算机集成制造系统,2019,25(12):2997-3012. [4]何郁冰.产学研协同创新的理论模式[J].科学学研究,2012,30(2):165-174. [5]WANG X,FANG H,ZHANG F,et al.The spatial analysis of regional innovation performance and industry-university-research institution collaborative innovation—an empirical study of Chinese provincial data[J].Sustainability,2018,10(4):1243-1258. [6]张凤,李宁,何传启,等.美英德法日五国的国立科研机构体制[J].科研管理,1999,20(1):79-86. [7]张秀峰,陈光华,海本禄.融资约束、政府补贴与产学研合作创新绩效[J].科学学研究,2019,37(8):1529-1536. [8]SWAPAN K P,MAMMO M.Research and innovation in South African universities:from the triple helix's perspective[J].Scientometrics,2018,116(1):51-76. [9]MARTIN M,JARI K,KEVIN G,et al.Towards new triple helix organisations? A comparative study of competence centres as knowledge,consensus and innovation spaces[J].R&D management,2019,49(4):555-573. [10]黄小茹,饶远.从边界组织视角看新兴科技的治理机制——以合成生物学领域为例[J].自然辩证法通讯,2019,41(5):89-95. [11]ELIAS G C,EVANGELOS G,DAVID F J,et al.The ecosystem as helix:an exploratory theory-building study of regional co-opetitive entrepreneurial ecosystems as quadruple/quintuple helix innovation models[J].R&D management,2018,48(1):148-162. [12]武学超.五重螺旋创新生态系统要素构成及运行机理[J].自然辩证法研究,2015,31(6):50-53. [13]MARCOVICH A,SHINN T.From the triple helix to a quadruple helix? The case of dip-pen nanolithography[J].Minerva,2011,49(2):175-190. [14]吴卫红,陈高翔,张爱美.“政产学研用资”多元主体协同创新三三螺旋模式及机理[J].中国科技论坛,2018(5):1-10. [15]陈恒,初国刚,侯建.基于系统动力学的产学研合作培养创新人才动力机制研究[J].管理学报,2018,15(4):548-556. [16]GAO X,GUO X,GUAN J C.An analysis of the patenting activities and collaboration among industry-university-research institutes in the Chinese ICT sector[J].Scientometrics,2014,98(1):247-263. [17]庄涛.区域产学研协同创新关系及时空演化——来自合作专利的证据[J].技术经济与管理研究,2020(10):123-128. [18]王耀德,林良.基于互信息的中部地区产学研协同创新关系研究[J].情报杂志,2018,37(12):195-201. [19]李培凤.我国大学、产业、政府三螺旋效果分析及政策建议[J].科学学与科学技术管理,2014,35(12):3-9. [20]EUSTACHE M.Measuring synergy within a triple helix innovation system using game theory:cases of some developed and emerging countries[J].Triple helix,2018,5(1):1-22. [21]YAN Y,HENRY E,SHOU J Y,et al.Dynamics of triple helix relations in the development of cleaner technologies:case of a Chinese power equipment manufacturer[J].Innovation and development,2019,9(1):65-84. [22]PENG F,ZHANG Q Q,HAN Z L,et al.Evolution characteristics of government-industry-university cooperative innovation network of electronic information industry in Liaoning Province,China[J].Chinese geographical science,2019,29(3):528-540. [23]韩增林,袁莹莹,彭飞.东北地区装备制造业官产学创新合作网络发展演变[J].经济地理,2018,38(1):103-111. [24]李伯虎,张霖,工时龙,等.云制造——面向服务的网络化制造新模式[J].计算机集成制造系统,2010,16(1):1-7. [25]台德艺,徐福缘,胡伟.云制造合作思想与实现[J].计算机集成制造系统,2012,18(7):1575-1583. [26]金莹,张以文.云制造服务平台对虚拟组织合作的影响与博弈分析[J].预测,2013,32(3):70-75. [27]杨欣,曾珍香,魏津瑜,等.发展云制造创新模式的影响及对策研究[J].科学管理研究,2018(4):32-34,39. [28]周向红,李丹萍,成鹏飞,等.面向云制造协同创新伙伴选择的多源异构VIKOR群决策方法[J].计算机集成制造系统,2022,28(1):59-72. [29]王京,陈伟,高长元,等.云制造联盟创新生态系统形成、模型构建及演化研究[J].科技进步与对策,2018,35(19):53-58. [30]ZHANG L L,GUO Y,LIAN X P,et al.Identifying the main delivery actors in a technology delivery system:a case study on cloud manufacturing in China[J].Technology analysis & strategic management,2019,31(3):319-339. [31]朱宏琳,任南,王念新.区块链下云制造服务平台交易演化博弈分析[J].计算机集成制造系统,2022,28(2):628-642.
2022, 
