Lifecycle Value Chain Collaboration for Complex Products: Theory, Progress and Trend

doi:10.3901/JME.2025.13.096

Abstract

Abstract: The lifecycle value chain collaboration enables to improve the collaborative efficiency and response speed of the entire process of complex product design, manufacturing and operation, and to promote the collaborative control services and value co-creation of value chain enterprise groups. This article firstly analyzes the research development of value chain collaboration for complex products and summarizes the conceptual connotations and multidimensional evolution characteristics. Subsequently, a theoretical framework for the lifecycle value chain collaboration for complex products is proposed, with value activities as the main thread, clarifying its organizational structure, value-added mechanism, and dynamic control logic. Based on the proposed framework, the research directions of value chain collaborative business modeling and process integration, multi-dimensional element interconnection and decision-making as well as collaborative operation process control and optimization are discussed, and their current research status and shortcomings are analyzed. Finally, the application cases of the lifecycle value chain collaboration in typical manufacturing industries are explored and studied. By analyzing the pattern characteristics and operation mechanisms of different industry applications, the future developing trends of the lifecycle value chain collaboration, i.e., integration, lean and closed-loop, are pointed out.

Key words: value chain collaboration, lifecycle, complex product, value activity, collaborative decision-making, process control and optimization

CLC Number:

TG156

ZHAO Zetian, HU Bingtao, FENG Yixiong, SONG Xiuju, TAN Jianrong. Lifecycle Value Chain Collaboration for Complex Products: Theory, Progress and Trend[J]. Journal of Mechanical Engineering, 2025, 61(13): 96-119.

References

[1] MCINTYRE T，WILSON M M J，CHILDERHOUSE P. Towards a unified theory of supply chain value creation and capture[J]. Production Planning and Control，2023：1-16.
[2] LEE H L，SCHMIDT G. Using value chains to enhance innovation[J]. Production and Operations Management，2017，26(4)：617-632.
[3] LOMBARDI S，SANTINI E，VECCIOLINI C. Drivers of territorial servitization：an empirical analysis of manufacturing productivity in local value chains[J]. International Journal of Production Economics，2022，253：108607.
[4] REIS C F D B，BARROSO D S A，ARAUJO E C，et al. Value chains of the world’s top manufacturing corporations：moving from tangible to intangible activities?[J]. Journal of Manufacturing Technology Management，2020，32(6)：1312-1334.
[5] DU Gang，MENG Shanshan，ZHOU Kaihong，et al. Value chain design through synergistic optimisation of configuration and operation of value activities: an application case of cold chain logistics[J]. Journal of Engineering Design，2022，33(8)：607-634.
[6] AWAN U，SROUFE R，BOZAN K. Designing value chains for industry 4.0 and a circular economy：a review of the literature[J]. Sustainability，2022，14(12)：7084.
[7] GOLGECI I，GLIGOR D M，LACKA E，et al. Understanding the influence of servitization on global value chains：a conceptual framework[J]. International Journal of Operations and Production Management，2021，41(5)：645-667.
[8] LIU Pengzhen，ZHANG Liyuan，TARBERT H，et al. Analysis on spatio-temporal characteristics and influencing factors of industrial green innovation efficiency — from the perspective of innovation value chain[J]. Sustainability，2022，14(1)：342.
[9] ZHOU Min，LI Sheng. Construction and measurement of multi-objective industry value chain height index based on channel allocation algorithm of mobile network virtualization[J]. Soft Computing，2022，26(12)：5593-5606.
[10] WITT J，SCHOOP M. Blockchain technology in e-business value chains[J]. Electronic Markets，2023，33：15.
[11] SONG Jingwen，WANG Aihui，LIU Ping，et al. A hybrid model for value-added process analysis of manufacturing value chains[J]. IET Collaborative Intelligent Manufacturing，2023，5(1)：4.
[12] QIN Bo，PENG Peng，ZHANG Jian，et al. A framework and prototype system in support of workflow collaboration and knowledge mining for manufacturing value chains[J]. IET Collaborative Intelligent Manufacturing，2023，5(1)：8.
[13] WEI Xiaochao，SHANG J. Mobile value chain collaboration for product diffusion：role of the lifecycle[J]. Expert Systems with Applications，2023，215：119346.
[14] WANG Shihao，ZHANG Jianxiong，DING Xuefeng，et al. An optimization method of production-distribution in multi-value-chain[J]. Sensors，2023，23(4)：2242.
[15] 张强，赵爽耀，蔡正阳. 高端装备智能制造价值链的生产自组织与协同管理：设计制造一体化协同研发实践[J]. 管理世界，2023，39(3)：127-140. ZHANG Qiang，ZHAO Shuangyao，CAI Zhengyang. Production self-organization and collaborative management of intelligent manufacturing value chain of high-end equipment：design and manufacturing integration collaborative R&D practice[J]. Journal of Management World，2023，39(3)：127-140.
[16] FU Rao，PENG Kun，WANG Peng，et al. Tracing metal footprints via global renewable power value chains[J]. Nature Communications，2023，14：3703.
[17] YU Jing，LIU Jicheng，SUN Jiakang，et al. Evolutionary game of digital-driven photovoltaic-storage-use value chain collaboration：a value intelligence creation perspective[J]. Sustainability，2023，15(4)：3287.
[18] 胡炳涛，冯毅雄，密尚华，等. 面向核电装备的全生命周期价值链协同模式研究[J]. 机械工程学报，2022，58(13)：213-227. HU Bingtao，FENG Yixiong，MI Shuanghua，et al. Novel collaborative mode of lifecycle value chain for nuclear power equipment[J]. Journal of Mechanical Engineering，2022，58(13)：213-227.
[19] PARK C，HEO W. Review of the changing electricity industry value chain in the ICT convergence era[J]. Journal of Cleaner Production，2020，258：120743.
[20] JANNESAR N A，POELZER G A，ZHANG S E，et al. Sustainability challenges throughout the electric vehicle battery value chain[J]. Renewable and Sustainable Energy Reviews，2024，191：114176.
[21] RAJAEIFAR M A，GHADIMI P，RAUGEI M，et al. Challenges and recent developments in supply and value chains of electric vehicle batteries：a sustainability perspective[J]. Resources Conservation and Recycling，2022，180：106144.
[22] 韩霞，吴玥乐. 价值链重构视角下航空制造业服务化发展模式分析[J]. 中国软科学，2018(3)：166-173. HAN Xia，WU Yueyue. Analyzing the pattern of servitization for aviation manufacturing industry：perspective of rebuilding value chain[J]. China Soft Science Magazine，2018(3)：166-173.
[23] ANGELIS D A，ALEXANDRATOU A，BALZARINI A. Value chain upgrading in a textile dyeing industry[J]. Journal of Cleaner Production，2016，138：237-247.
[24] LUOMARANTA T，MARTINSUO M. Additive manufacturing value chain adoption[J]. Journal of Manufacturing Technology Management，2022，33(9)：40-60.
[25] PORTER M E. Competitive advantage：creating and sustaining superior performance[M]. New York：The Free Press，1985.
[26] PORTER M E，MILLAR V E. How information gives you competitive advantage[J]. Harvard Business Review，1985，63(4)：149-174.
[27] FORNASIERO R，CARPANZANO E. Advances in customer-oriented manufacturing and value chain management[J]. International Journal of Computer Integrated Manufacturing，2017，30(7)：677-679.
[28] SHANK J K，GOVINDARAJAN V. Strategic cost management：the value chain perspective[J]. Journal of Management Accounting Research，1992，4：179-197.
[29] HINES P. Integrated materials management：the value chain redefined[J]. The International Journal of Logistics Management，1993，4(1)：13-22.
[30] HINES P，RICH N，BICHENO J，et al. Value stream management[J]. The International Journal of Logistics Management，1998，9(1)：25-42.
[31] 黎继子，蔡根女. 价值链/供应链视角下的集群研究新进展[J]. 外国经济与管理，2004(7)：8-11. LI Jizi, CAI Gennu. Research progress in cluster from the perspective of value chain and supply chain [J]. Foreign Economics and Management，2004(7)：8-11.
[32] 杨周南. 价值链会计管理信息化的变革[J]. 会计研究，2005(11)：36-40. YANG Zhounan. Transformation of value chain accounting management informatization[J]. Accounting Research，2005(11)：36-40.
[33] 王海林. 价值链内部控制模型研究[J]. 会计研究，2006(2)：60-65. WANG Hailin. Internal control model of value chain[J]. Accounting Research，2006(2)：60-65.
[34] JOHNSON M, ROEHRICH J K, CHAKKOL M, et al. Reconciling and reconceptualising servitization research：drawing on modularity，platforms，ecosystems，risk and governance to develop mid-range theory[J]. International Journal of Operations and Production Management，2021，41(5)：465-493.
[35] 冯毅雄，赵泽田，胡炳涛，等. 核电装备全生命周期价值链协同平台研究[J]. 计算机集成制造系统，2022，28(9)：2633-2649. FENG Yixiong，ZHAO Zetian，HU Bingtao，et al. Collaborative platform of lifecycle value chain for nuclear power equipment[J]. Computer Integrated Manufacturing Systems，2022，28(9)：2633-2649.
[36] 李英，王晨筱，杨晨，等. 支撑产业链协同的公共服务平台研究综述[J]. 计算机工程与科学，2016，38(6)：1111-1117. LI Ying，WANG Chenxiao，YANG Chen，et al. A review on public service platforms of collaborative industry chain[J]. Computer Engineering and Science，2016，38(6)：1111-1117.
[37] 李斌勇，韩敏，孙林夫，等. 面向汽车产业链的云服务平台数据交换研究[J]. 计算机应用研究，2015，32(5)：1403-1408. LI Binyong，HAN Min，SUN Linfu，et al. Research on cloud services platform data exchange for automotive industry chain[J]. Application Research of Computers，2015，32(5)：1403-1408.
[38] GEREFFI G，HUMPHREY J，STURGEON T. The governance of global value chains[J]. Review of International Political Economy，2005，12(1)：78-104.
[39] KOGUT B. Designing global strategies: comparative and competitive value-added chains[J]. MIT Sloan Management Review，1985，26(4)：15-28.
[40] GEREFFI G. International trade and industrial upgrading in the apparel commodity chain[J]. Journal of International Economics，1999，48(1)：37-70.
[41] GEREFFI G. A commodity chains framework for analyzing global industries[J]. Institute of Development Studies，1999，8(12)：1-9.
[42] STURGEON T J. From commodity chains to value chains：interdisciplinary theory building in an age of globalization[J]. Eutopia，2013(2)：11-38.
[43] LEE K，SZAPIRO M，MAO Z. From global value chains (GVC) to innovation systems for local value chains and knowledge creation[J]. The European Journal of Development Research，2018，30(3)：424-441.
[44] ANTRAS P，CHOR D. Organizing the global value chain[J]. Econometrica，2013，81(6)：2127-2204.
[45] 杨翠红，田开兰，高翔，等. 全球价值链研究综述及前景展望[J]. 系统工程理论与实践，2020，40(8)：1961-1976. YANG Cuihong，TIAN Kailan，GAO Xiang，et al. A review and prospect of research into global value chain [J]. System Engineering Theory and Practice，2020，40(8)：1961-1976.
[46] NORMANN R，RAMIREZ R. From value chain to value constellation：designing interactive strategy[J]. Harvard Business Review，1993，71(4)：65-77.
[47] 徐玲，孟祥霞，刘春香. 基于价值星系的集群升级机理研究——以创新能力为研究视角[J]. 科技进步与对策，2015，32(9)：54-59. XU Ling，MENG Xiangxia，LIU Chunxiang. Research on cluster upgrade mechanism based on value constellation：from the perspective of innovation ability[J]. Science and Technology Progress and Policy，2015，32(9)：54-59.
[48] CORSARO D，RAMOS C，HENNEBERG S C，et al. The impact of network configurations on value constellations in business markets — the case of an innovation network[J]. Industrial Marketing Management， 2012，41(1)：54-67.
[49] STABELL C B，FJELDSTAD O D. Configuring value for competitive advantage：on chains，shops，and networks[J]. Strategic Management Journal，1998，19(5)：413-437.
[50] TALLON P P. Value chain linkages and the spillover effects of strategic information technology alignment：a process-level view[J]. Journal of Management Information Systems，2014，28(3)：9-44.
[51] BOVET D，MARTHA J. Value nets：reinventing the rusty supply chain for competitive advantage[J]. Strategy and Leadership，2000，28(4)：21-26.
[52] PIL F K，HOLWEG M. Evolving from value chain to value grid[J]. MIT Sloan Management Review，2006，47(4)：72-80.
[53] HERDON M，VARALLYAI L，PENTEK A. Digital business ecosystem prototyping for SMEs[J]. Journal of Systems and Information Technology，2012，14(4)：286-301.
[54] 金帆. 价值生态系统：云经济时代的价值创造机制[J]. 中国工业经济，2014(4)：97-109. JIN Fan. Value ecosystem：Value creating mechanism in cloud economy era[J]. China Industrial Economics，2014(4)：97-109.
[55] RAWLINS J M，De LANGE W J，FRASER G C G. An ecosystem service value chain analysis framework：a conceptual paper[J]. Ecological Economics，2018，147：84-95.
[56] MOORE J F. Predators and prey：a new ecology of competition[J]. Harvard Business Review，1993，71(3)：75-86.
[57] NACHIRA F. Towards a network of digital business ecosystems fostering the local development[C]//Digital Business Ecosystems. Bruxelles：Directorate General Information Society and Media of the European Commission，2002：1-23.
[58] NACHIRA F，DINI P，NICOLAI A. A network of digital business ecosystems for Europe：roots，processes and perspectives[C]//Digital Business Ecosystems. Bruxelles：Directorate General Information Society and Media of the European Commission，2007：5-24.
[59] AYDIN A A. A comparative perspective on technologies of big data value chain[J]. IEEE Access，2023，11：112133-112146.
[60] LEHOUX N，DAMOURS S，LANGEVIN A. Inter-firm collaborations and supply chain coordination：review of key elements and case study[J]. Production Planning and Control，2014，25(10)：858-872.
[61] PORTER M E. Strategy and the internet[J]. Harvard business review，2001，79(3)：62-78.
[62] SHEN B，CHOI T，MINNER S. A review on supply chain contracting with information considerations：information updating and information asymmetry[J]. International Journal of Production Research，2019，57(15)：4898-4936.
[63] VOSOOGHIDIZAJI M，TAGHIPOUR A，CANEL B. Supply chain coordination under information asymmetry：a review[J]. International Journal of Production Research，2020，58(6)：1805-1834.
[64] GAIMON C，RAMACHANDRAN K. The knowledge value chain：an operational perspective[J]. Production and Operations Management，2021，30(3)：715-724.
[65] RAYPORT J F，SVIOKLA J J. Exploiting the virtual value chain[J]. Harvard Business Review，1995，73(6)：75-85.
[66] CHYI L C，YANG J. Knowledge value chain[J]. Journal of Management Development，2000，19(9)：783-794.
[67] 白庆华，秦耕. B2B电子商务中的虚拟价值链研究[J]. 计算机集成制造系统，2002，8(6)：442-445. BAI Qinghua，QIN Geng. Study of virtual value chain in B2B e-commerce[J]. Computer Integrated Manufacturing Systems，2002，8(6)：442-445.
[68] 刘平峰，陈坤. 基于多维工业大数据的制造业服务化价值创造体系构建[J]. 北京邮电大学学报(社会科学版)，2022，24(3)：78-89. LIU Pingfeng，CHEN Kun. Construction of service-oriented value creation system for manufacturing industry based on multi-dimensional industrial big data[J]. Journal of Beijing University of Posts and Telecommunications (Social Sciences Edition)，2022，24(3)：78-89.
[69] ANOUK D R，BARNES S J，PLANGGER K. The virtual reality value chain[J]. Business Horizons，2020，63(6)：737-748.
[70] CHIANG T，TRAPPEY A J C. Development of value chain collaborative model for product lifecycle management and its LCD industry adoption[J]. International Journal of Production Economics，2007，109(1)：90-104.
[71] BEN L S. The uneasy transition from supply chains to ecosystems[J]. Management Decision，2014，52(2)：278-295.
[72] BOSCH M M，BELKADI F，BRICOGNE M，et al. Knowledge-based assessment of manufacturing process performance：integration of product lifecycle management and value-chain simulation approaches[J]. International Journal of Computer Integrated Manufacturing，2013，26(5)：453-473.
[73] 郭健，曹军威，杨洋，等. 面向用户需求的区域能源互联网价值形态研究框架及应用分析[J]. 电网技术，2020：44(2)：493-504. GUO Jian，CAO Junwei，YANG Yang，et al. User demand oriented research framework of value morphology for REI and its application analysis[J]. Power System Technology，2020，44(2)：493-504.
[74] BRUCE M，DALY L. Adding value：challenges for UK apparel supply chain management — a review[J]. Production Planning and Control，2011，22(3)：210-220.
[75] 郭伟，王震，邵宏宇，等. 众包设计理论及关键技术发展研究[J]. 计算机集成制造系统，2022，28(9)：2650-2665. GUO Wei，WANG Zhen，SHAO Hongyu，et al. Crowdsourcing design theory and key technology development[J]. Computer Integrated Manufacturing Systems，2022，28(9)：2650-2665.
[76] 张新卫，李靖，同淑荣. 面向复杂产品系统供应商的价值驱动需求建立[J]. 计算机集成制造系统，2018，24(6)：1503-1510. ZHANG Xinwei，LI Jing，TONG Shurong. Value-driven requirements establishment for suppliers of complex product systems[J]. Computer Integrated Manufacturing Systems，2018，24(6)：1503-1510.
[77] EVANS R，VERMEULEN W J V. Governing electronics sustainability：meta-evaluation of explanatory factors influencing modes of governance applied in the electronics value chain[J]. Journal of Cleaner Production，2021，278：122952.
[78] REN M，REN L，JAIN H. Manufacturing service composition model based on synergy effect：a social network analysis approach[J]. Applied Soft Computing，2018，70：288-300.
[79] HUILING L，DAN L. Value chain reconstruction and sustainable development of green manufacturing industry[J]. Sustainable Computing: Informatics and Systems，2020，28：100418.
[80] 莫启，代飞，笪建，等. 协同业务过程的建模及正确性修正[J]. 软件学报，2020，31(10)：3147-3166. MO Qi，DAI Fei，DA Jian，et al. Modeling and correctness repair for collaborative business processes[J]. Journal of Software，2020，31(10)：3147-3166.
[81] WIL M. Business process management：a comprehensive survey[J]. ISRN Software Engineering，2013，2013：1-37.
[82] CHOI Y，KANG D，CHAE H，et al. An enterprise architecture framework for collaboration of virtual enterprise chains[J]. The International Journal of Advanced Manufacturing Technology，2008，35(11)：1065-1078.
[83] MASOOD T，KERN M，JOHN C P. Characteristics of changeable systems across value chains[J]. International Journal of Production Research，2021，59(6)：1626-1648.
[84] 黄贻望，何克清，冯在文，等. 一种目标感知的可配置业务流程分析方法[J]. 电子学报，2014，42(10)：2060-2068. HUANG Yiwang，HE Keqing，FENG Zaiwen，et al. A goal-aware analytical method of configurable business process[J]. Acta Electronica Sinica，2014，42(10)：2060-2068.
[85] ABBAD A A，BURATTIN A，SLAATS T，et al. On the declarative paradigm in hybrid business process representations：a conceptual framework and a systematic literature study[J]. Information Systems，2020，91：101505.
[86] 代飞，陈凤强，莫启，等. 一种保持编排与参与者间行为一致的映射方法[J]. 软件学报，2018，29(5)：1451-1470. DAI Fei，CHEN Fengqiang，MO Qi，et al. Projection approach for keeping the behavior consistency between choreography and peers[J]. Journal of Software，2018，29(5)：1451-1470.
[87] 周建涛，史美林，叶新铭. 柔性工作流技术研究的现状与趋势[J]. 计算机集成制造系统，2005，11(11)：1501-1510. ZHOU Jiantao，SI Meilin，YE Xinming. State of arts & trends on flexible workflow technology[J]. Computer Integrated Manufacturing Systems，2005，11(11)：1501-1510.
[88] 李竞杰，王维平，杨峰. 柔性工作流理论方法综述[J]. 计算机集成制造系统，2010，16(8)：1569-1577. LI Jingjie，WANG Weiping，YANG Feng. Review on approaches of flexible workflow[J]. Computer Integrated Manufacturing Systems，2010，16(8)：1569-1577.
[89] 白仲航，艾琳璟. 基于功能表面驱动与可拓工具的产品人机工程问题确定方法研究[J]. 工程设计学报，2023，30(5)：531-544. BAI Zhonghang，AI Linjing. Research on product ergonomics problem determination method based on functional surface drive and extension tools[J]. Chinese Journal of Engineering Design，2023，30(5)：531-544.
[90] 胡炳涛，冯毅雄，刘继红，等. 面向“互联网+”定制产品的智能适应性设计研究[J]. 机械工程学报，2023，59(12)：109-125. HU Bingtao，FENG Yixiong，LIU Jihong，et al. Research on intelligent adaptive design for “internet+” customized products[J]. Journal of Mechanical Engineering，2023，59(12)：109-125.
[91] VERNADAT F. Enterprise modelling: research review and outlook[J]. Computers in Industry，2020，122：103265.
[92] CUI Zihua，WESTON R H. Enterprise and simulation modelling in enterprise architecture execution[J]. International Journal of Industrial and Systems Engineering，2012，12(4)：429-448.
[93] VALLESPIR B，DUCQ Y. Enterprise modelling：from early languages to models transformation[J]. International Journal of Production Research，2018，56(8)：2878-2896.
[94] 王柏村，朱凯凌，鲍劲松，等. 基于数字底座的涂装车身缓存区智能设计与调度优化[J]. 工程设计学报，2023，30(4)：399-408. WANG Baicun，ZHU Kailing，BAO Jinsong, et al. Intelligent design and scheduling optimization of painted body storage based on digital pedestal system[J]. Chinese Journal of Engineering Design，2023，30(4)：399-408.
[95] YU H Y，OGBEYEMI A，LIN W J，et al. A semantic model for enterprise application integration in the era of data explosion and globalisation[J]. Enterprise Information Systems，2023，17(4)：1989495.
[96] WANG Zhen，KOKUBO S，JUSUP M，et al. Universal scaling for the dilemma strength in evolutionary games[J]. Physics of Life Reviews，2015，14：1-30.
[97] LIU Jicheng，SUN Jiakang，YUAN Hanying，et al. Behavior analysis of photovoltaic-storage-use value chain game evolution in blockchain environment[J]. Energy，2022，260：125182.
[98] GAO Jing，ZHANG Wanfei，GUAN Tao，et al. Evolutionary game study on multi-agent collaboration of digital transformation in service-oriented manufacturing value chain[J]. Electronic Commerce Research，2023，23(4)：2217-2238.
[99] GU Cuiling，WANG Xianjia，ZHAO Jinhua，et al. Evolutionary game dynamics of Moran process with fuzzy payoffs and its application[J]. Applied Mathematics and Computation，2020，378：125227.
[100] DIAZ J，MITSCHE D. A survey of the modified Moran process and evolutionary graph theory[J]. Computer Science Review，2021，39：100347.
[101] WU Xuanyu，FENG Yixiong，LOU Shanhe，et al. Improving NeuCube spiking neural network for EEG-based pattern recognition using transfer learning[J]. Neurocomputing，2023，529：222-235.
[102] MEHDIZADEH M. Integrating ABC analysis and rough set theory to control the inventories of distributor in the supply chain of auto spare parts[J]. Computers and Industrial Engineering，2020，139：105673.
[103] WENG Tingyu，LIU Wenyang，XIAO Jun. Supply chain sales forecasting based on lightGBM and LSTM combination model[J]. Industrial Management and Data Systems，2019，120(2)：265-279.
[104] RAWEEWAN M，FERRELL W G. Information sharing in supply chain collaboration[J]. Computers and Industrial Engineering，2018，126：269-281.
[105] AWASTHI A，KANNAN G. Green supplier development program selection using NGT and VIKOR under fuzzy environment[J]. Computers and Industrial Engineering，2016，91：100-108.
[106] DENG X，HU Y，DENG Y，et al. Supplier selection using AHP methodology extended by d numbers[J]. Expert Systems with Applications，2014，41(1)：156-167.
[107] QIN J，LIU X，PEDRYCZ W. An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment[J]. European Journal of Operational Research，2017，258(2)：626-638.
[108] 刘威延，苏秦，张鹏伟. 考虑生产商加工过程的供应链契约设计[J]. 运筹与管理，2012，21(5)：35-40. LIU Weiyan，SU Qin，ZHANG Pengwei. Contract design of supply chain when considering manufacturer’s processing[J]. Operations Research and Management Science，2012，21(5)：35-40.
[109] ZHANG Min，WANG G A，HE Shuguang，et al. Modified multivariate process capability index using principal component analysis[J]. Chinese Journal of Mechanical Engineering，2014，27(2)：249-259.
[110] 易树平，杨沅钊，李发权，等. 基于过程改进的汽车零部件供应商绩效管理[J]. 计算机集成制造系统，2010，16(7)：1522-1530. YI Shuping，YANG Yuanzhao，LI Faquan，et al. Performance management based on process improvement for automobile components suppliers[J]. Computer Integrated Manufacturing Systems，2010，16(7)：1522-1530.
[111] SEYDANLOU P，JOLAI F，TAVAKKOLI R，et al. A multi-objective optimization framework for a sustainable closed-loop supply chain network in the olive industry：hybrid meta-heuristic algorithms[J]. Expert Systems with Applications，2022，203：117566.
[112] BEHNAMIAN J，FATEMI G S M T. A survey of multi-factory scheduling[J]. Journal of Intelligent Manufacturing，2016，27(1)：231-249.
[113] ZHANG G，CHEN C，LIU B，et al. Hybrid sensing-based approach for the monitoring and maintenance of shared manufacturing resources[J]. International Journal of Production Research，2023，61(12)：3849-3867.
[114] 肖莹莹，李伯虎，侯宝存，等. 智慧制造云中供应链管理的计划调度技术综述[J]. 计算机集成制造系统，2016，22(7)：1619-1635. XIAO Yingying，LI Bohu，HOU Baocun，et al. Planning and scheduling technology review of supply chain management in smart manufacturing cloud[J]. Computer Integrated Manufacturing Systems，2016，22(7)：1619-1635.
[115] NIE Duxian，QU Ting，LIU Yang，et al. Improved augmented Lagrangian coordination for optimizing supply chain configuration with multiple sharing elements in industrial cluster[J]. Industrial Management and Data Systems，2019，119(4)：743-773.
[16] ALI S M，FATHOLLAHI A M，AHNAF R，et al. A multi-objective closed-loop supply chain under uncertainty：an efficient Lagrangian relaxation reformulation using a neighborhood-based algorithm[J]. Journal of Cleaner Production，2023，423：138702.
[117] SEYDANLOU P，SHEIKHALISHAHI M，TAVAKKOLI R，et al. A customized multi-neighborhood search algorithm using the tabu list for a sustainable closed-loop supply chain network under uncertainty[J]. Applied Soft Computing，2023，144：110495.
[118] GUO Shu，CHOI T，SHEN Bin，et al. Coordination and enhancement schemes for quick response mass customization supply chains with consumer returns and salvage value considerations[J]. IEEE Transactions on Systems，Man，and Cybernetics：Systems，2020，50(2)：673-685.
[119] HO D，KUMAR A，SHIWAKOTI N. A literature review of supply chain collaboration mechanisms and their impact on performance[J]. Engineering Management Journal，2019，31(1)：47-68.
[120] AL-OMOUSH K S，ANTONIO D L，MARIA T DV. The role of e-supply chain collaboration in collaborative innovation and value-co creation[J]. Journal of Business Research，2023，158：113647.
[121] HUANG Yuan，HAN Weixi，MACBETH D K. The complexity of collaboration in supply chain networks[J]. Supply Chain Management，2020，25(3)：393-410.
[122] HAHN G J，BRANDENBURG M，BECKER J. Valuing supply chain performance within and across manufacturing industries：a DEA-based approach[J]. International Journal of Production Economics，2021，240：108203.
[123] MAESTRINI V，LUZZINI D，MACCARRONE P，et al. Supply chain performance measurement systems：a systematic review and research agenda[J]. International Journal of Production Economics，2017，183：299-315.
[124] GOSWAMI M，DAULTANI Y，CHAN F T S，et al. Assessing the impact of supplier benchmarking in manufacturing value chains: an intelligent decision support system for original equipment manufacturers[J]. International Journal of Production Research，2022，60(24)：7411-7435.