Academic Research and Industrial Applications of Service-oriented Manufacturing

Abstract

Abstract: Service-oriented manufacturing was a new industrial pattern of integrating manufacturing and services in the context of industrialization.In the deep integration of manufacturing and service industries，the roles of producers and consumers would be relocated，and the link relationship between producers and producers，producers and consumers should be reconstructed.The service-oriented manufacturing was taken as the keywords herein，and the academic articles published at home and abroad in the past ten years were selected as the research samples.The organization and operation mode，value-added manufacturing services，design and production service，industrial product-service system，manufacturing service supply chain and the manufacturing supported by IT-based technology were covered.Then，industrial applications were analyzed.Finally，the development trends of service-oriented manufacturing were discussed.

Key words: service-oriented manufacturing, product life cycle, value-added manufacturing service, industrial product-service system

摘要： 服务型制造是工业化进程中制造与服务融合发展的一种新型产业形态。制造业与服务业的深度融合，必须对生产者与消费者的角色进行重新定位，对生产者与生产者、生产者与消费者之间的链接关系进行重构解析。以服务型制造为核心关键词，以近年来国内外发表的学术论文为检索依据，从组织与运行模式、制造服务增值、设计与生产性服务、工业产品服务系统、制造服务供应链以及IT自动化技术对服务型制造的增效等视角进行了综述，并对典型的工业应用案例进行了剖析。最后，分析和讨论了服务型制造的发展趋势。

关键词: 服务型制造, 产品全生命周期, 制造服务增值, 工业产品服务系统

CLC Number:

TH166

ZHANG Fuqiang, JIANG Pingyu, GUO Wei. Academic Research and Industrial Applications of Service-oriented Manufacturing[J]. China Mechanical Engineering.

张富强, 江平宇, 郭威. [学科发展]服务型制造学术研究与工业应用综述[J]. 中国机械工程.

References

[1]苗圩.着力推进工业供给侧结构性改革[J］.中国中小企业，2016（7）：4-5.
MIAO Wei.Focus on Promoting Structural Reform of Industrial Supply Side[J］.China Small & Medium Enterprise，2016（7）：4-5.
[2]汪应洛.推进服务型制造：优化我国产业结构调整的战略思考[J］.西安交通大学学报（社会科学版），2010，30 （2）：26-31.
WANG Yingluo.Boosting Service Type Manufacturing：a Strategic Consideration on Optimizing the Adjustment of China's Industrial Structure[J］.Journal of Xi'
an Jiaotong University（Social Sciences），2010，30 （2）：26-31.
[3]GREENFIELD H I.Manpower and the Growth of Producer Services[R］.New York：Economic Development，1966.
[4]SCHMENNER R W.Manufacturing，Service，and Their Integration：Some History and Theory[J］.International Journal of Operations & Production Management，2009，29 （5）：431-443.
[5]BAINES T S，LIGHTFOOT H W，BENEDETTINI O，et al.The Servitization of Manufacturing：a Review of Literature and Reflection on Future Challenges[J］.Journal of Manufacturing
Technology Management，2009，20 （5）：547-567.
[6]FRY T D，STEELE D C，SALADIN B A.A Service-oriented Manufacturing Strategy[J］.International Journal of Operations & Production Management，1994，14 （10）：17-29.
[7]BOWEN D，SIEHL C，SCHNEIDER B.Developing Service-oriented Manufacturing[M］//Kilmann I.Making Organizations Competitive.San Francisco：Jossey-Bass，1991：397-418.
[8]JAMMES F，SMIT H，LASTRA J L M，et al.Orchestration of Service-oriented Manufacturing Processes[C］//IEEE Conference on Emerging Technologies & Factor.Catania，2005：617-624.
[9]YANG Z，ZHANG J B，GAY R，et al.Building a Semantic-rich Service-oriented Manufacturing Environment[C］// 6th International Conference on Web Information System Engineering.New York，
2005：623-632.
[10]孙林岩，李刚，江志斌，等.21世纪的先进制造模式-服务型制造[J］.中国机械工程，2007，18（19）：2307-2312.
SUN Linyan ，LI Gang，JIANG Zhibin，et al.Service-embedded Manufacturing：Advanced Manufacturing Paradigm in 21st Century[J］.，2007，18 （19）：2307-2312.
[11]李刚，孙林岩，李健.服务型制造的起源、概念和价值创造机理[J］.科技进步与对策，2009，26（13）：68-72.
LI Gang，SUN Linyan，LI Jian.Origin, Conception and Value Creation of Service-embedded Manufacturing[J］.Science & Technology Progress and Policy,2009, 26（13）：68-72.
[12]张伯旭，赵剑波，李辉.服务型制造的模式创新[J］.企业管理，2016（11）：12-15.
ZHANG Boxu，ZHAO Jianbo，LI Hui.Model Innovation in Service Manufacturing[J］.Enterprise Management，2016（11）：12-15.
[13]江平宇.智能制造服务[M］//中国机械工程学会.中国机械工程技术路线图.北京：中国科学技术出版社，2016：228-234.
JIANG Pingyu.Smart Manufacturing Service[M］// Society.Technology Roadmaps of Chinese Mechanical Engineering.Beijing：Science and Technology of China Press，2016：228-234.
[14]江平宇，张富强，付颖斌.服务型制造执行系统理论与关键技术[M］.北京：科学出版社，2015.
JIANG Pingyu，ZHANG Fuqiang，FU Yingbin.Theory and Key Technologies of Service-oriented Manufacturing Execution System [M］.Beijing：Science Press，2015.
[15]ZHANG L，LUO Y L，TAO F，et al.Cloud Manufacturing：a New Manufacturing Paradigm[J］.Enterprise Information Systems，2014，8 （2）：167-187.
[16]JIANG P，DING K.Social Manufacturing：a New Way to Enable Outsourcing Productions[C]// Int.Conference on Innovative Design and Manufacturing.Taipei，2012：12-14.
[17]JIANG P.Social Manufacturing：fundamentals and Applications[M］.Berlin-：Springer International Publishing，2018.
[18]JIANG P，FU Y，ZHENG M.Using iPSS as a New Run-time for Service-oriented Manufacturing Executive Systems[C］//International Conference on Computers & Industrial Engineering.Troyes，
2009：635-639.
[19]ZHEN L.An Analytical Study on Service-oriented Manufacturing Strategies[J］.International Journal of Production Economics，2012，139 （1）：220-228.
[20]YOUNGDAHL W E.An Investigation of Service-Based Manufacturing Performance Relationships[J］.International Journal of Operations & Production Management，1996，16 （8）：
29-43.
[21]MARCEAU J，MANLEY K.Service Enhanced Manufacturing in the Building and Construction Product System[R］.Canberra:Department of Industry，Science and Resources，1999：1-69.
[22]赵慧娟，王淑营，孙林夫.面向中小企业信息化建设的ASP服务平台[J］.计算机集成制造系统，2004，10 （11）：1441-1445.
ZHAO Huijuan，WANG Shuying，SUN Linfu.ASP Platform for Information System Construction of Medium and Small Enterprises[J］.Computer Integrated Manufacturing
System，2004，10（11）：1441-1445.
[23]严隽薇，王坚，戴毅茹.面向网络化制造ASP平台工具构件与集成技术[J］.制造业自动化，2004，26 （1）：48-51.
YAN Juanwei，WANG Jian，DAI Yiru.The Tool Components and Integration Technology of the ASP Platform for Networked Manufacturing[J］.Manufacturing Automation，2004，26 （1）：48-51.
[24]江平宇，周光辉，赵刚，等.面向扩展企业的网络化制造ASP平台研究[J］.中国机械工程，2004，15 （19）：1739-1744.
JIANG Pingyu，ZHOU Guanghui，ZHAO Gang，et al.Study on Networked Manufacturing ASP Platform for Extended Enterprise[J］.，2004，15（19）：1739-1744.
[25]JIANG P，ZHOU G，ZHAO G，et al.e2-MES：an E-service-driven Networked Manufacturing Platform for Extended Enterprises[J］.International Journal of Computer Integrated
Manufacturing，2007，20 （2/3）：127-142.
[26]江平宇.网络化制造电子服务理论与技术[M］.北京：科学出版社，2004.
JIANG Pingyu.Networked Manufacturing Electronic Service Theory and Technology[M］.Beijing：Science Press，2004.
[27]JIANG P，ZHANG Y.Visualized Part Manufacturing via an Online E-service Platform on Web[J］.Concurrent Engineering：Research and Applications，2002，10（4）：267-277.
[28]吴飞.基于SOA的家电企业服务型制造平台研究[J］.信息通信，2014（12）：109-110.
WU Fei.Research on Service-oriented Manufacturing Platform of Home Appliance Enterprise Based on SOA[J］.Information & Communications，2014（12）：109-110.
[29]林文进，江志斌，李娜.服务型制造理论研究综述[J］.工业工程与管理，2009，14 （6）：1-6.
LIN Wenjin，JIANG Zhibin，LI Na.A Survey on the Research of Service-oriented Manufacturing[J］.Industrial Engineering and Management，2009，14 （6）：1-6.
[30]江平宇，朱琦琦.产品服务系统及其研究进展[J］.制造业自动化，2008，30 （12）：10-17.
JIANG Pingyu，ZHU Qiqi.Product Service System and Research Perspective[J］.Manufacturing Automation，2008，30 （12）：10-17.
[31]JIANG P Y，FU Y.A New Conceptual Architecture to Enable iPSS as a Key for Service-oriented Manufacturing Executive Systems[J］.International Journal of Internet Manufacturing
and Services，2009，2 （1）：30-42.
[32]王国彪,江平宇.产品服务系统前沿中青年高层论坛文集[M］.西安：西安交通大学，2008.
WANG Guobiao，JIANG Pingyu.Proceedings of NSFC Middle & Youth High-level Forum on Product Service System[M］.Xi'an：Xi'an Jiaotong University，2008.
[33]ZHU Q，JIANG P，HUANG G，et al.Implementing an Industrial Product-service System for CNC Machine Tool[J］.International Journal of Advanced Manufacturing Technology，2011，52
（9/12）：1133-1147.
[34]孙林岩，高杰，朱春燕，等.服务型制造：新型的产品模式与制造范式[J］.中国机械工程，2008，19（21）：2600-2604.
SUN Linyan，GAO Jie，ZHU Chunyan，et al.Service-oriented Manufacturing：a New Mode and Manufacturing Paradigm[J］.，2008，19（21）：2600-2604.
[35]李浩，纪杨建，祁国宁，等.制造与服务融合的内涵、理论与关键技术体系[J］.计算机集成制造系统，2010，16 （11）：2521-2529.
LI Hao，JI Yangjian，QI Guoning，et al.Connotation，Theory and Key Technologies System on the Fusion of Manufacturing and Services[J］.Computer Integrated
Manufacturing Systems，2010，16 （11）：2521-2529.
[36]齐二石，石学刚，李晓梅.现代制造服务业研究综述[J］.工业工程，2010，13 （5）：1-7.
QI Ershi，SHI Xuegang，LI Xiaomei.Survey of Research Advancement on Modern Manufacturing Services[J］.Industrial Engineering Journal， 2010，13 （5）：1-7.
[37]MARTINEZ V，BASTL M，KINGSTON J，et al.Challenges in Transforming Manufacturing Organisations into Product-service Providers[J］.Journal of Manufacturing Technology Management
，2011，21 （4）：449-469.
[38]BAINES T，LIGHTFOOT H，SMART P.Servitization within Manufacturing[J］.Journal of Manufacturing Technology Management，2011，22 （7）：947-954.
[39]BASK A，LIPPONEN M，RAJAHONKA M，et al.The Concept of Modularity：Diffusion from Manufacturing to Service Production[J］.Journal of Manufacturing Technology Management，2010，
21 （3）：355-375.
[40]SPRING M，ARAUJO L.Service，Services and Products：Rethinking Operations Strategy[J］.International Journal of Operations & Production Management，2009，29 （5）：444-467.
[41]FARGNOLI M，COSTANTINO F，GRAVIO G D，et al.Product Service-systems Implementation：a Customized Framework to Enhance Sustainability and Customer Satisfaction[J］.Journal of Cleaner
Production，2018，188：387-401.
[42]BAINES T，LIGHTFOOT H，PEPPARD J，et al.Towards an Operations Strategy for Product-centric Servitization[J］.International Journal of Operations & Production Management，2009，29
（5）：494-519.
[43]CAVALIERI S，PEZZOTTA G.Product-service Systems Engineering：State of the Art and Research Challenges[J］.Computers in Industry，2012，63 （4）：278-288.
[44]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］.计算机集成制造系统，2010，16 （1）：1-7.
LI Bohu，ZHANG Lin，WANG Shilong，et al.Cloud Manufacturing：a New Service-oriented Networked Manufacturing Model[J］.Computer Integrated Manufacturing Systems，
2010，16 （1）：1-7.
[45]XU X.From Cloud Computing to Cloud Manufacturing[J］.Robotics and Computer-Integrated Manufacturing，2012，28 （1）：75-86.
[46]JIANG P Y，CAO W，ZHANG F Q，et al.Cloud Machining Community：a Method to Use Socialized Production Resources for Outsourcing Machining Processes and Parts[M］[-］LI W，
MEHNEN J,ed.Cloud Manufacturing：Distributed Computing Technologies for Global and Sustainable Manufacturing.London ：Springer，2013：49-76.
[47]JIANG P，DING K，LENG J.Social Manufacturing：Drivers，Research Status，and Trends[J］.Industrial Engineering Journal，2016，19 （1）：1-9.
[48]江平宇，丁凯，冷杰武.社群化制造：驱动力、研究现状与趋势[J］.工业工程，2016，19（1）：1-9.
JIANG Pingyu，DING Kai，LENG Jiewu.Social Manufacturing：Drivers，Research Status，and Trends[J］.Industrial Engineering Journal，2016，19（1）：1-9.
[49]江平宇，丁凯.基于多维度演化模型的制造模式社群化趋势分析[J］.计算机集成制造系统，2016，22 （9）：2245-2255.
JIANG Pingyu，DING Kai.Socialization Trend Analysis of Manufacturing Mode Based on Multi-dimensional Evolution Model[J］.Computer Integrated Manufacturing Systems，2016
，22 （9）：2245-2255.
[50]江平宇，丁凯，冷杰武，等.服务驱动的社群化制造模式研究[J］.计算机集成制造系统，2015，21 （6）：1637-1649.
JIANG Pingyu，DING Kai，LENG Jiewu，et al.Service-driven Social Manufacturing Paradigm[J］.Computer Integrated Manufacturing Systems，2015，21 （6）：1637-
1649.
[51]江平宇，冷杰武，丁凯.社群化制造模式的边界效应分析与界定[J］.计算机集成制造系统，2018，24 （4）：829-837.
JAING Pingyu，LENG Jiewu，DING Kai.Analyzing and Delimiting Overlapping Concept Boundaries of Social Manufacturing[J］.Computer Integrated Manufacturing Systems，2018
，24 （4）：829-837.
[52]JIANG P Y，DING K.Analysis of Personalized Production Organizing and Operating Mechanism in a Social Manufacturing Environment[J］.Proceedings of the Institution of
Mechanical Engineers，Part B：Journal of Engineering Manufacture，2017：095440541769901.
[53]JIANG P Y，LENG J W，DING K.Social Manufacturing：a Survey of the State-of-the-art and Future Challenges[C］//IEEE International Conference on Service Operations and Logistics，and
Informatics.Qingdao，2016：12-17.
[54]JIANG P Y，LENG J W，DING K，et al.Social Manufacturing as a Sustainable Paradigm for Mass Individualization[J］.Proceedings of the Institution of Mechanical Engineers，Part B：
Journal of Engineering Manufacture，2016，230 （10）：1961-1968.
[55]JIANG P Y，DING K，LENG J W.Towards a Cyber-physical-social-connected and Service-oriented Manufacturing Paradigm：Social Manufacturing[J］.Manufacturing Letters，2016，7：15-
21.
[56]江平宇，刘超.社群化工厂的内涵、体系架构与运行逻辑探讨[J］.航空制造技术，2017，526 （7）：26-30.
JIANG Pingyu，LIU Chao.Discussion on the Implication，Architecture and Operation Logic of Social Factory[J］.Aeronautical Manufacturing Technology，2017，526 （7）：26-30.
[57]DRAGONI N，GIALLORENZO S，LAFUENTE A L，et al.Microservices：Yesterday，Today，and Tomorrow[J］.Present and Ulterior Software Engineering Springer，Cham.，2017：195-216.
[58]KELLEY S W，DONNELLY J H，SKINNER S J.Customer Participation in Service Production and Delivery[J］.Journal of Retailing，1990，66 （3）：315-335.
[59]程颖，陶飞，张霖，等.面向服务的制造系统中制造服务供需匹配研究综述与展望[J］.计算机集成制造系统，2015，21 （7）：1930-1940.
CHENG Ying，TAO Fei，ZHANG Lin，et al.Supply-demand Matching of Manufacturing Service in Service-oriented Manufacturing Systems[J］.Computer
Integrated Manufacturing Systems，2015，21 （7）：1930-1940.
[60]FEI T，YING C，LIN Z，et al.Utility Modelling，Equilibrium，and Coordination of Resource Service Transaction in Service-oriented Manufacturing System[J］.Proceedings of the
Institution of Mechanical Engineers，Part B：Journal of Engineering Manufacture，2012，226 （6）：1099-1117.
[61]GUO H，TAO F，ZHANG L，et al.Research on Measurement Method of Resource Service Composition Flexibility in Service-oriented Manufacturing System[J］.International Journal of
Computer Integrated Manufacturing，2012，25 （2）：113-135.
[62]王康周，江志斌，李娜，等.服务型制造综合资源计划体系研究[J］.工业工程与管理，2011，16 （3）：113-120.
WANG Kangzhou，JIANG Zhibin，LI Na，et al.A Framework for Resource Planning of Service-oriented Manufacturing[J］.Industrial Engineering and Management，2011，16 （3）：113-
120.
[63]SPRING M，ARAUJO L.Beyond the Service Factory：Service Innovation in Manufacturing Supply Networks[J］.Industrial Marketing Management，2013，42 （1）：59-70.
[64]蔺雷，吴贵生.制造业的服务增强研究：起源、现状与发展[J］.科研管理，2006，27 （1）：91-99.
LIN Lei，WU Guisheng.Review on Service-enhancement of Manufacturing Firms[J］.Science Research Management，2006，27 （1）：91-99.
[65]GEBAUER H，REN G J，VALTAKOSKI A，et al.Service-driven Manufacturing：Provision，Evolution and Financial Impact of Services in Industrial Firms[J］.Journal of Service
Management，2012，23 （1）：12-26.
[66]何东华.制造企业增值服务模式研究[D］.青岛：中国海洋大学，2008.
HE Donghua.Study of Value-added Services Model of Manufacturing Enterprises[D］.Qingdao：Ocean University of China，2008.
[67]CHEN Y G，HSU C M，CHEN Z H.The Service Design Strategy of Manufacturing Service Industry[C］//Technology Management for Global Economic Growth.Phuket，2010：2924-2929.
[68]YANG P Y，CHANG Y C，YANG Y C，et al.The Strategies of the Manufacturing Service Industry：the Perspective of Value-added Chain Model [J］.Chinese Management Studies，2013，7（
3）：403-418.
[69]TAN A，MCALOONE T，MATZEN D.Service-oriented Strategies for Manufacturing Firms[M］.London：Springer，2009：197-218.
[70]LIGHTFOOT H，BAINES T，SMART P.The Servitization of Manufacturing：a Systematic Literature Review of Interdependent Trends[J］.International Journal of Operations & Production
Management，2013，33 （11/12）：1408-1434.
[71]COSTA N，PATRICIO L，MORELLI N，et al.Bringing Service Design to Manufacturing Companies：Integrating PSS and Service Design Approaches[J］.Design Studies，2018，55：112-145.
[72]BAINES T，LIGHTFOOT H W.Servitization of the Manufacturing Firm：Exploring the Operations Practices and Technologies That Deliver Advanced Services[J］.International Journal
of Operations & Production Management，2014，34 （1）：2-35.
[73]MA H，SU W.Approach on Mechanism of Manufacturing-service-value Chain Based on Game Analysis[C］//2nd International Conference on Information Science and Engineering.Hangzhou，
2010：2663-2666.
[74]BLAU B，KRAMER J，CONTE T，et al.Service Value Networks[C］//IEEE Conference on Commerce and Enterprise Computing.Vienna，2009：194-201.
[75]GORDIJN J，RAZOZAPATA I，LEENHEER P D，et al.Challenges in Service Value Network Composition[M］.Rostock：Springer Verlag，2012：91-100.
[76]CHEN Y，WANG W.Research on the Service Performance Evaluation of the Manufacturing Enterprise's Producer Service Value Network Based on ANP-GRAP[C］//Proceedings of 2013 IEEE
International Confevence on Grey Systems and Intelligent Serrices（GSIS）.Macau，2013：344-348.
[77]SPEISER S，BLAU B，LAMPARTER S，et al.Formation of Service Value Networks for Decentralized Service Provisioning[C］// International Conference on Service-oriented
Computing.Sydney，2008：517-523.
[78]李雪萍，王鹏鹏，王磊，等.服务型制造模式下民机企业价值网络研究[J］.航空科学技术，2011（6）：48-51.
LI Xueping，WANG Pengpeng，WANG Lei，et al.Study on Value Network of Civil Aircraft Based on Service-oriented Manufacturing[J］.Aeronautical Science & Technology，2011（6
）：48-51.
[79]ESTRADA A，ROMERO D.Towards a Cost Engineering Method for Product-service Systems Based on a System Cost Uncertainty Analysis[J］.Procedia CIRP，2016，47：84-89.
[80]ESTRADA A，ROMERO D，PINTO R，et al.A Cost-engineering Method for Product-service Systems Based on Stochastic Process Modelling：Bergamo's Bike-sharing PSS[J］.Procedia CIRP，
2017，64：417-422.
[81]CARLANDER L，KIRKWOOD L，SHEHAB E，et al.Integration of Cost-risk Assessment of Denial of Service within an Intelligent Maintenance System[J］.Procedia CIRP，2016，47：66-71.
[82]罗美玲，李刚，孙林岩.基于增值服务的双渠道供应链竞争[J］.工业工程与管理，2011，16 （3）：37-44.
LUO Meiling，LI Gang，SUN Linyan.Competition in a Dual-channel Supply Chain with Add-value Services[J］.Industrial Engineering and Management，2011，16 （3）：37-44.
[83]GUNASEKARAN A，SPALANZANI A.Sustainability of Manufacturing and Services：Investigations for Research and Applications[J］.International Journal of Production Economics
，2012，140 （1）：35-47.
[84]胡查平.制造业企业服务化战略的生成逻辑与作用机制[D］.武汉：武汉大学，2014.
HU Chaping.The Logic and Mechanism of the Manufacturing Strategy of Manufacturing Enterprises[D］.Wuhan：Wuhan University，2014.
[85]冯庆华，陈菊红，刘通，等.产品服务双合作联盟的最优收益分配研究[J］.统计与决策，2015（11）：53-55.
FENG Qinghua，CHEN Juhong，LIU Tong，et al.Research on Optimal Income Distribution of Product Service Double Cooperation Alliance[J］.Statistics & Decision，2015（11
）：53-55.
[86]TAN A R，MATZEN D，MCALOONE T C，et al.Strategies for Designing and Developing Services for Manufacturing Firms[J］.CIRP Journal of Manufacturing Science & Technology，2010，
3 （2）：90-97.
[87]BRABHAM D C.Crowdsourcing as a Model for Problem Solving：an Introduction and Cases[J］.Convergence，2008，14 （1）：75-90.
[88]WU D Z，ROSEN D W，WANG L H，et al.Cloud-based Design and Manufacturing：a New Paradigm in Digital Manufacturing and Design Innovation[J］.Computer-aided Design，2015，59：
1-14.
[89]WU D，THAMES J L，ROSEN D W，et al.Enhancing the Product Realization Process with Cloud-based Design and Manufacturing Systems[J］.Journal of Computing & Information Science in
Engineering，2013，13 （4）：1172-1186.
[90]HOWE J.Crowdsourcing：a Definition[EB/OL］. （2006-06-02）[2018-04-15］.http://crowdsourcing.typepad.com/cs/2006/06/crowdsourcing_a.html.
[91]SCHENK E，GUITTARD C.Towards a Characterization of Crowdsourcing Practices[J］.Journal of Innovation Economics & Management，2011，7 （1）：93-107.
[92]DJELASSI S，DECOOPMAN I.Customers' Participation in Product Development through Crowdsourcing：Issues and Implications[J］.Industrial Marketing Management，2013，42 （5）：
683-692.
[93]TRAN A，HASAN S U，PARK J Y.Crowd Participation Pattern in the Phases of a Product Development Process That Utilizes Crowdsourcing[J］.Journal of Chromatography A，2012，11 （3）
：17-23.
[94]CAPUTO M，ZIRPOLI F.Supplier Involvement in Automotive Component Design：Outsourcing Strategies and Supply Chain Management[J］.International Journal of Technology Management，2002
，23 （1/3）：129-159.
[95]李浩，祁国宁，纪杨建，等.面向服务的产品模块化设计方法及其展望[J］.中国机械工程，2013，24 （12）：1687-1695.
LI Hao，QI Guoning，JI Yangjian，et al.Service-Oriented Product Modular Design Method and Its Prospects[J］.，2013，24 （12）：1687-1695.
[96]FERREIRA N，SANTOS N，MACHADO R J，et al.Derivation of Process-oriented Logical Architectures：an Elicitation Approach for Cloud Design[M］.Berlin：Springer，2012.
[97]WEI Y，TIAN L.Research on Cloud Design Resources Scheduling Based on Genetic Algorithm[C］//International Conference on Systems and Informatics.Yantai，2012：2651-2656.
[98]SUNDIN E，LINDAHL M，IJOMAH W.Product Design for Product/Service Systems：Design Experiences from Swedish Industry[J］.Journal of Manufacturing Technology Management，2009，20
（5）：723-753.
[99]WALKER D H T，MCKENNA D.A Study of Out-sourcing Versus In-sourcing Tasks within a Project Value Chain[J］.International Journal of Managing Projects in Business，2008，1 （2）：
216-232.
[100]TOLIO T，URGO M.A Rolling Horizon Approach to Plan Outsourcing in Manufacturing-to-order Environments Affected by Uncertainty[J］.CIRP Annals，2007，56 （1）：487-490.
[101]CHAN F T S，KUMAR V，TIWARI M K.The Relevance of Outsourcing and Leagile Strategies in Performance Optimization of an Integrated Process Planning and Scheduling Model
[J］.International Journal of Production Research，2009，47 （1）：119-142.
[102]张卫，潘晓弘，田景红，等.基于灰色理论的制造任务分配服务研究[J］.中国机械工程，2010，21（14）：1694-1697.
ZHANG Wei，PAN Xiaohong，TIAN Jinghong，et al.Manufacturing Task Allocation Service Based on Grey Theory[J］.，2010，21（14）：1694-1697.
[103]LIU X，WANG C，LUO X，et al.A Model and Algorithm for Out-sourcing Planning[C］//International Conference on E-Business Engineering.Beijing，2005：195-198.
[104]LENG J W，JIANG P Y，DING K.Implementing of a Three-phase Integrated Decision Support Model for Parts Machining Outsourcing[J］.International Journal of Production Research，2014，
52 （12）：3614-3636.
[105]LENG J W，JIANG P Y，ZHENG M.Outsourcer-supplier Coordination for Parts Machining Outsourcing under Social Manufacturing[J］.Proceedings of the Institution of Mechanical
Engineers，Part B：Journal of Engineering Manufacture，2017，231 （6）：1078-1090.
[106]ZHANG F Q，JIANG P Y，LI J J，et al.A Distributed Configuration Scheme for Warehouse Product Service System[J］.Advances in Mechanical Engineering，2017，9 （5）：1-13.
[107]QIU X，HUANG G Q.Supply Hub in Industrial Park （SHIP）：the Value of Freight Consolidation[J］.Computers & Industrial Engineering，2013，65 （1）：16-27.
[108]CAO W，JIANG P Y.Modelling on Service Capability Maturity and Resource Configuration for Public Warehouse Product Service Systems[J］.International Journal of Production Research，
2013，51（6）：1898-1921.
[109]张富强，李晶晶，惠记庄，等.仓储产品服务系统的动态货位分配策略分析[J］.计算机集成制造系统，2018，24 （5）：1310-1316.
ZHANG Fuqiang，LI Jingjing，HUI Jizhuang，et al.Dynamic Storage Allocation Strategy Analysis on Warehouse Product Service System[J］.Computer Integrated
Manufacturing Systems，2018，24（5）：1310-1316.
[110]韦振.我国手机制造业的生产外包战略研究[D］.天津：天津大学，2007.
WEI Zhen.Research on Production Outsourcing Strategy of China's Mobile Phone Manufacturing Industry[D］.Tianjin：Tianjin University，2007.
[111]MONT O K.Clarifying the Concept of Product–service System[J］.Journal of Cleaner Production，2002，10 （3）：237-245.
[112]MORELLI N.Developing New Product Service Systems （PSS）：Methodologies and Operational Tools[J］.Journal of Cleaner Production，2006，14 （17）：1495-1501.
[113]MEIER H，ROY R，SELIGER G.Industrial Product-service Systems-IPS2[J］.International Journal of Advanced Manufacturing Technology，2011，52 （9/12）：1175-1191.
[114]江平宇，朱琦琦，张定红.工业产品服务系统及其研究现状[J］.计算机集成制造系统，2011，17（9）：2071-2078.
JIANG Pingyu，ZHU Qiqi，ZHANG Dinghong.Industrial Product Service System and Its Current Research[J］.Computer Integrated Manufacturing Systems，2011，17 （9）：2071-2078.
[115]ISAKSSON O，LARSSON T，RONNBACK A O.Development of Product-service Systems：Challenges and Opportunities for the Manufacturing Firm[J］.Journal of Engineering Design，2009
，20 （4）：329-348.
[116]TUKKER A，TISCHNER U.Product-services as a Research Field：Past，Present and Future.Reflections from a Decade of Research[J］.Journal of Cleaner Production，2006，14 （17）
：1552-1556.
[117]YANG X，MOORE P，PU J S，et al.A Practical Methodology for Realizing Product Service Systems for Consumer Products[J］.Computers and Industrial Engineering，2009，56 （1）：224-
235.
[118]BOEHM M，STOLZE C，THOMAS O.Understanding IT-management and IT-consulting Teaching as Product-service System：Application of an Engineering Model[C］[-］Proceedings of the
International Workshop on Enterprise Modelling and Information Systems Architectures.Hamburg，2011：219-224.
[119]STEENECK D W，SARIN S C.Product Design for Leased Products under Remanufacturing[J］.International Journal of Production Economics，2018，202：132-144.
[120]LIU A，WUEST T，WEI W，et al.Application of Prospect Theory on Car Sharing Product Service System[J］.Procedia CIRP，2014，16：350-355.
[121]GONZALEZ-PEREZ C，HENDERSON-SELLERS B.A Work Product Pool Approach to Methodology Specification and Enactment[J］.Journal of Systems and Software，2008，81 （8）：1288-1305.
[122]CIASULLO M V，FENZA G，LOIA V，et al.Business Process Outsourcing Enhanced by Fuzzy Linguistic Consensus Model[J］.Applied Soft Computing，2018，64：436-444.
[123]GEBAUER H，SAUL C J，HALDIMANN M，et al.Organizational Capabilities for Pay-per-use Services in Product-oriented Companies[J］.International Journal of Production Economics，2016
，192：157-168.
[124]TUKKER A.Eight Types of Product–service System：Eight Ways to Sustainability-Experiences from SusProNet[J］.Business Strategy & the Environment，2004，13 （4）：246-260.
[125]WANG K Z，JIANG Z B，LI N，et al.Optimal Production and Admission Control for a Stochastic SOM System with Demands for Product and PSS[J］.International Journal of Production
Research，2013，51 （23/24）：7270-7288.
[126]WANG K Z，JIANG Z B，LI N，et al.Optimal Production Control of a Service-oriented Manufacturing System with Customer Balking Behavior[J］.Flexible Services and Manufacturing
Journal，2014，26 （3）：387-407.
[127]王康周，江志斌.随机生产服务系统最优服务能力分配策略[J］.系统管理学报，2016，25 （4）：767-774.
WANG Kangzhou，JIANG Zhibin.Optimal Service Capacity Allocation in a Stochastic Production Service System [J］.Journal of Systems &Management，2016，25 （4）：767-774.
[128]王康周，江志斌，李娜.生产服务系统优先权能力协同分配策略[J］.系统工程理论与实践，2014，34 （11）：2808-2816.
WANG Kangzhou，JIANG Zhibin，LI Na.Integrated Priority Capacity Allocation for a Production Service System [J］.Systems Engineering-Theory & Practice，2014，34
（11）：2808-2816.
[129]SHIMOMURA Y，NEMOTO Y，AKASAKA F，et al.A Method for Designing Customer-oriented Demand Response Aggregation Service[J］.CIRP Annals—Manufacturing Technology，2014，63 （1）：
413-416.
[130]HUSSAIN R，LOCKETT H，VASANTHA G V A.A Framework to Inform PSS Conceptual Design by Using System-in-use Data[J］.Computers in Industry，2012，63 （4）：319-327.
[131]SCHWEITZER E，AURICH J C.Continuous Improvement of Industrial Product-service Systems[J］.CIRP Journal of Manufacturing Science & Technology，2010，3 （2）：158-164.
[132]AKASAKA F，NEMOTO Y，KIMITA K，et al.Development of a Knowledge-based Design Support System for Product-service Systems[J］.Computers in Industry，2012，63 （4）：309-318.
[133]AURICH J C，FUCHS C，DEVRIES M F.An Approach to Life Cycle Oriented Technical Service Design[J］.CIRP Annals—Manufacturing Technology，2004，53 （1）：151-154.
[134]WANG P P，MING X G，LI D，et al.Modular Development of Product Service Systems[J］.Concurrent Engineering，2011，19 （1）：85-96.
[135]MU H，JIANG P Y，LENG J W.Costing-based Coordination between Mt-iPSS Customer and Providers for Job Shop Production Using Game Theory[J］.International Journal of Production
Research，2017，55 （2）：430-446.
[136]ROY R，RUSH C S，TUER G.Cost Estimating Rationale Capture[R］.Portland：Association for the Advancement of Cost Engineering，2002.
[137]ERKOYUNCU J A，DURUGBO C，SHEHAB E，et al.Uncertainty Driven Service Cost Estimation for Decision Support at the Bidding Stage[J］.International Journal of Production Research，
2013，51 （19）：5771-5788.
[138]DATTA P P，ROY R.Cost Modelling Techniques for Availability Type Service Support Contracts：a Literature Review and Empirical Study[J］.CIRP Journal of Manufacturing Science
and Technology，2010，3 （2）：142-157.
[139]ROY R，WOLF N，AURICH J C，et al.Configuration of Product-service Systems[J］.Journal of Manufacturing Technology Management，2009，221 （20）：591-605.
[140]DONG M，YANG D，SU L.Ontology-based Service Product Configuration System Modeling and Development[J］.Expert Systems with Applications，2011，38 （9）：11770-11786.
[141]MAYER W，THIAGARAJAN R，STUMPTNER M.Service Composition as Generative Constraint Satisfaction[C］//International Conference on Web Services.Los Angeles，2009：888-895.
[142]ZHU Q，JIANG P，ZHENG M，et al.Modelling Machining Capabilities of an Industrial Product Service System for a Machine Tool[J］.International Journal of Internet Manufacturing
and Services，2010，2 （2）：203-213.
[143]DING K，JIANG P Y，ZHENG M.Environmental and Economic Sustainability-aware Resource Service Scheduling for Industrial Product Service Systems[J］.Journal of Intelligent
Manufacturing，2017，28 （6）：1303-1316.
[144]SONG W Y，MING X G，HAN Y，et al.An Integrative Framework for Innovation Management of Product-service System[J］.International Journal of Production Research，2015，53 （8）：
2252-2268.
[145]XU Z T，MING X G，SONG W Y，et al.Towards a New Framework：Understanding and Managing the Supply Chain for Product-service Systems[J］.Proceedings of the Institution of Mechanical
Engineers， Part B：Journal of Engineering Manufacture，2014，228 （12）：1642-1652.
[146]AURICH J C，SCHWEITZER E，FUCHS C.Life Cycle Management of Industrial Product-service Systems[M］.London：Springer，2007.
[147]LENG J W，JIANG P Y.Granular Computing-based Development of Service Process Reference Models in Social Manufacturing Contexts[J］.Concurrent Engineering：Research and Applications，
2017，25 （2）：95-107.
[148]朱琦琦，江平宇，张朋，等.数控加工装备的产品服务系统配置与运行体系结构研究[J］.计算机集成制造系统，2009，15 （6）：1140-1147.
ZHU Qiqi，JIANG Pingyu，ZHANG Peng，et al.Configuration and Operation Architecture for Product Service Systems of CNC Machine Tools[J］.Computer
Integrated Manufacturing Systems，2009，15 （6）：1140-1147.
[149]SUN P L，ZHANG C Y，JIANG P Y，et al.Cutting-tool Delivery Method in the Context of Industrial Product Service Systems[J］.Concurrent Engineering：Research and Applications，2016
，24 （2）：178-190.
[150]SAKAO T，LINDAHL M.A Value Based Evaluation Method for Product/Service System Using Design Information[J］.CIRP Annals—Manufacturing Technology，2012，61 （1）：51-54.
[151]MERT G，BOHR C，WALTEMODE S，et al.Increasing the Resource Efficiency of Machine Tools by Life Cycle Oriented Services[C］//21st CIRP Conference on Life Cycle
Engineering.Amsterdam，2014：176-181.
[152]WALTEMODE S，AURICH J C.Productivity and Quality Assessment of Services within Technical Product-service Systems[M］.Berlin：Springer，2013.
[153]UHLMANN E，BOCHNIG H.PSS-CAD：an Approach to the Integrated Product and Service Development[M］[-］The Philosopher's Stone for Sustainability.Berlin:Springer，2013：61-66.
[154]ZHU H，GAO J，LI D，et al.A Web-based Product Service System for Aerospace Maintenance，Repair and Overhaul Services[J］.Computers in Industry，2012，63 （4）：338-348.
[155]DING K，JIANG P Y，LENG J W，et al.Modeling and Analyzing of an Enterprise Relationship Network in the Context of Social Manufacturing[J］.Proceedings of the Institution
of Mechanical Engineers，Part B：Journal of Engineering Manufacture，2016，230 （4）：752-769.
[156]LUSCH R F.Reframing Supply Chain Management：a Service-dominant Logic Perspective[J］.Journal of Supply Chain Management，2011，47 （1）：14-18.
[157]ZHANG F，JIANG P，ZHU Q，et al.Modeling and Analyzing of an Enterprise Collaboration Network Supported by Service-Oriented Manufacturing[J］.Proceedings of the Institution of
Mechanical Engineers，Part B：Journal of Engineering Manufacture，2012，226 （9）：1579-1593.
[158]WALLER M A，FAWCETT S E.Data Science，Predictive Analytics，and Big Data：a Revolution That Will Transform Supply Chain Design and Management[J］.Journal of Business
Logistics，2013，34 （2）：77-84.
[159]WANG Y，WALLACE S W，SHEN B，et al.Service Supply Chain Management：a Review of Operational Models[J］.European Journal of Operational Research，2015，247 （3）：685-698.
[160]GIANNAKIS M.Management of Service Supply Chains with a Service-oriented Reference Model：the Case of Management Consulting[J］.Supply Chain Management an International Journal，
2011，16 （16）：346-361.
[161]DONG W C，LEE Y H，AHN S H，et al.A Framework for Measuring the Performance of Service Supply Chain Management[J］.Computers & Industrial Engineering，2012，62 （3）：801-
818.
[162]SENGUPTA K，HEISER D R，COOK L S.Manufacturing and Service Supply Chain Performance：a Comparative Analysis[J］.Journal of Supply Chain Management，2006，42 （4）：4–15.
[163]何哲，孙林岩，贺竹磬，等.服务型制造的兴起及其与传统供应链体系的差异[J］.软科学，2008，22 （4）：77-81.
HE Zhe，SUN Linyan，HE Zhuqing，et al.Trend of Service-manufacturing and Differences between Service-manufacturing Network and SCM[J］.Soft Science，2008，22 （4）：
77-81.
[164]CHEN P S，WU M T.A Modified Failure Mode and Effects Analysis Method for Supplier Selection Problems in the Supply Chain Risk Environment：a Case Study[J］.Computers &
Industrial Engineering，2013，66 （4）：634-642.
[165]HUANG S，ZENG S，FAN Y，et al.Optimal Service Selection and Composition for Service-oriented Manufacturing Network[J］.International Journal of Computer Integrated Manufacturing，
2011，24 （5）：416-430.
[166]SUN H，WAN N，CHANG Z，et al.Approach to Optimization of Part Machining Service Combination[J］.International Journal of Advanced Manufacturing Technology，2011，56 （5/8）：
767-776.
[167]HE Y，LAI K K.Supply Chain Integration and Service Oriented Transformation：Evidence from Chinese Equipment Manufacturers[J］.International Journal of Production Economics，2012，
135 （2）：791-799.
[168]崔嘉琛，林文进，王帅，等.服务型制造模式下的顾客价值传递机制研究[J］.工业工程与管理，2011，16 （4）：103-107.
CUI Jiachen，LIN Wenjin，WANG Shuai，et al.Research on the Customer Value Delivery Mechanism in Service Manufacturing[J］.Industrial Engineering and Management，
2011，16 （4）：103-107.
[169]KRISTIANTO Y，GUNASEKARAN A，HELO P，et al.A Decision Support System for Integrating Manufacturing and Product Design into the Reconfiguration of the Supply Chain Networks
[J］.Decision Support Systems，2012，52 （4）：790-801.
[170]SAMPSON S E，SPRING M.Customer Roles in Service Supply Chains and Opportunities for Innovation[J］.Journal of Supply Chain Management，2012，48 （4）：30-50.
[171]CHENG Y，TAO F，ZHAO D，et al.Modeling of Manufacturing Service Supply-demand Matching Hypernetwork in Service-oriented Manufacturing Systems[J］.Robotics and Computer-
integrated Manufacturing，2017，45：59-72.
[172]LIN W J，JIANG Z B，WANG L.Modelling and Analysis of the Bullwhip Effect with Customers' Baulking Behaviours and Production Capacity Constraint[J］.International Journal of
Production Research，2014，52 （16）：4835-4852.
[173]LIN W J，JIANG Z B，LIU R，et al.The Bullwhip Effect in Hybrid Supply Chain[J］.International Journal of Production Research，2014，52 （7）：2062-2084.
[174]江志斌，李娜，王丽亚，等.服务型制造运作管理[M］.北京：科学出版社，2017.
JIANG Zhibin，LI Na，WANG Liya，et al.Operations Management of Service-oriented Manufacturing[M］.Beijing：Science Press，2017.
[175]XIE W M，JIANG Z B，ZHAO Y X，et al.Capacity Planning and Allocation with Multi-channel Distribution[J］.International Journal of Production Economics，2014，147：108-116.
[176]XIE W，JIANG Z，ZHAO Y，et al.Contract Design for Cooperative Product Service System with Information Asymmetry[J］.International Journal of Production Research，2014，52 （6）：
1658-1680.
[177]LIANG Y C，LU X，LI W D，et al.Cyber Physical System and Big Data Enabled Energy Efficient Machining Optimisation[J］.Journal of Cleaner Production，2018，187：46-62.
[178]HAZEN B T，BOONE C A，EZELL J D，et al.Data Quality for Data Science，Predictive Analytics，and Big Data in Supply Chain Management：an Introduction to the Problem and
Suggestions for Research and Applications[J］.International Journal of Production Economics，2014，154：72-80.
[179]张富强，付颖斌.制造物联驱动的工序物流动态规划框架[J］.计算机集成制造系统，2016，22 （5）：1315-1322.
ZHANG Fuqiang，FU Yingbin.Dynamic Planning Architecture for Process Logistics Driven by Internet of Manufacturing Things[J］.Computer Integrated Manufacturing Systems，2016
，22 （5）：1315-1322.
[180]CHOUDHARY A K，HARDING J A，TIWARI M K.Data Mining in Manufacturing：a Review Based on the Kind of Knowledge[J］.Journal of Intelligent Manufacturing，2009，20 （5）：501.
[181]WANG F Y，CARLEY K M，ZENG D，et al.Social Computing：from Social Informatics to Social Intelligence[J］.IEEE Intelligent Systems，2007，22 （2）：79-83.
[182]LENG J W，CHEN Q X，MAO N，et al.Combining Granular Computing Technique with Deep Learning for Service Planning under Social Manufacturing Contexts[J］.Knowledge-Based Systems，
2018，143：295-306.
[183]KOKSAL G，BATMAZ I，TESTIK M C.A Review of Data Mining Applications for Quality Improvement in Manufacturing Industry[J］.Expert Systems with Applications，2011，38 （10）：
13448-13467.
[184]CANDIDO G，COLOMBO A W，BARATA J，et al.Service-oriented Infrastructure to Support the Deployment of Evolvable Production Systems[J］.IEEE Transactions on Industrial Informatics
，2011，7 （4）：759-767.
[185]GEORGAKOPOULOS D，JAYARAMAN P P，FAZIA M，et al.Internet of Things and Edge Cloud Computing Roadmap for Manufacturing[J］.IEEE Cloud Computing，2016，3 （4）：66-73.
[186]LI Z，WANG W M，LIU G，et al.Toward Open Manufacturing a Cross-enterprises Knowledge and Services Exchange Framework Based on Blockchain and Edge Computing[J］.Industrial
Management & Data Systems，2018，118 （1）：303-320.
[187]TAO F，ZHANG M，CHENG J，et al.Digital Twin Workshop：a New Paradigm for Future Workshop[J］.Computer Integrated Manufacturing Systems，2017，23 （1）：1-9.
[188]顾新建，张栋，纪杨建，等.制造业服务化和信息化融合技术[J］.计算机集成制造系统，2010，16 （11）：2530-2536.
GU Xinjian，ZHANG Dong，JI Yangjian，et al.Integration for Manufacturing Servitization and Informationization[J］.Computer Integrated Manufacturing Systems，2010，16 （
11）：2530-2536.
[189]KERLEY W，WYNN D C，ECKERT C，et al.Redesigning the Design Process through Interactive Simulation：a Case Study of Life-cycle Engineering in Jet Engine Conceptual Design[
J］.International Journal of Services & Operations Management，2011，10 （1）：30-51.
[190]VISINTIN F.Providing Integrated Solutions in the Professional Printing Industry：the Case of Océ[J］.Computers in Industry，2012，63 （4）：379-388.
[191]鲍世赞，蔡瑞林.智能制造共享及其用户体验：沈阳机床的例证[J］.工业工程与管理，2017，22 （3）：77-82.
BAO Shizan，CAI Ruilin.Intelligent Production Sharing and User Experience：a Case Study of Shenyang Machine Tool[J］.Industrial Engineering and Management，2017，22 （3）：77-
82.
[192]PARIDA V，SJ-DIN D R，WINCENT J，et al.Mastering the Transition to Product-service Provision：Insights into Business Models，Learning Activities，and Capabilities[J］.Research
Technology Management，2014，57 （3）：44-52.
[193]JIE G，YAO Y，ZHU V C，et al.Service-oriented Manufacturing：a New Product Pattern and Manufacturing Paradigm[J］.Journal of Intelligent Manufacturing，2011，22 （3）：435-446.
[194]WALKER L.IBM Business Transformation Enabled by Service-oriented Architecture[J］.IBM Systems Journal，2007，46 （4）：651-667.
[195]TESFAY W B，ALEKSY M，ANDERSSON K，et al.Mobile Computing Application for Industrial Field Service Engineering：a Case for ABB Service Engineers[C］//7th IEEE LCN Workshop On User
MObility and VEhicular Networks，2013：188-193.
[196]陈世光.海尔U+品牌的智能家居产品设计[D］.昆明：昆明理工大学，2017.
CHEN Shiguang.Haier U+ Brand Smart Home Product Design[D］.Kunming：Kunming University of Science and Technology，2017.
[197]谢文明，江志斌，储熠冰.服务型制造在传统制造业的应用：上海电气案例研究[J］.工业工程与管理，2012，17 （6）：91-96.
XIE Wenming，JIANG Zhibin，CHU Yibing.Application of Service Oriented Manufacturing in Traditional Manufacturing：a Case Study of Shanghai Electric
[J］.Industrial Engineering and Management，2012，17 （6）：91-96.
[198]方红卫，马建，刘科强.汽车制造企业从生产型向服务型转型案例分析[J］.长安大学学报（自然科学版），2013，33 （5）：131-136.
FANG Hongwei，MA Jian，LIU Keqiang.Analysis of Transformation Countermeasures of Automobile Manufacturing Enterprises from Production Type to Service Type[J
］.Journal of Chan'an University（Natural Science Edition），2013，33 （5）：131-136.
[199]RUSKO R.The Redefined Role of Consumer as a Prosumer：Value Co-creation，Coopetition，and Crowdsourcing of Information Goods[M］.IGI Global，2013.
[200]孙希有.服务型社会的来临[M］.北京：中国社会科学出版社，2010.
SUN Xiyou.The Advent of a Service-oriented Society[M］.Beijing：China Social Science Press，2010.