{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T17:09:41Z","timestamp":1769706581466,"version":"3.49.0"},"reference-count":31,"publisher":"SAGE Publications","issue":"5","license":[{"start":{"date-parts":[[2023,5,4]],"date-time":"2023-05-04T00:00:00Z","timestamp":1683158400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2023,5,4]]},"abstract":"<jats:p>Collaboration is essential to improve the efficiency of product research and development (R&amp;D), shorten the R&amp;D cycle, and reduce the R&amp;D costs in complex product lifecycle model management (CPLMM). However, disorganized processes and the unreliability of the result evaluation remain enormous challenges for efficient collaboration. This article proposes an active-passive collaboration mechanism to enable a regulated collaboration system, which can direct the self-organized collaboration of stakeholders. C-D-Petri Net is presented for the formal collaboration process modeling. The result evaluation in active-passive collaboration involves multi-source knowledge across disciplines and phases. To address the unreliable collaboration evaluation (Co-evaluation) caused by insufficient evaluation knowledge and weak correlation between expertise and evaluation task, the collaborative fuzzy comprehensive evaluation (CFCE) model is established to support Co-evaluation actions, and its core improvement lies in the definition and introduction of collaboration volume. Finally, a simulated aircraft horizontal tail control system is regarded as an engineering application case to demonstrate and verify the effectiveness of the proposed method.<\/jats:p>","DOI":"10.3233\/jifs-223978","type":"journal-article","created":{"date-parts":[[2023,3,3]],"date-time":"2023-03-03T10:49:15Z","timestamp":1677840555000},"page":"8291-8308","source":"Crossref","is-referenced-by-count":2,"title":["Supporting product lifecycle collaboration and knowledge-related evaluation: an active-passive collaboration mechanism and fuzzy evaluation method"],"prefix":"10.1177","volume":"44","author":[{"given":"Zhexin","family":"Cui","sequence":"first","affiliation":[{"name":"College of Electronics and Information Engineering, Tongji University, Shanghai, China"}]},{"given":"Jiguang","family":"Yue","sequence":"additional","affiliation":[{"name":"College of Electronics and Information Engineering, Tongji University, Shanghai, China"}]},{"given":"Wei","family":"Tao","sequence":"additional","affiliation":[{"name":"College of Electronics and Information Engineering, Tongji University, Shanghai, China"}]},{"given":"Qian","family":"Xia","sequence":"additional","affiliation":[{"name":"College of Electronics and Information Engineering, Tongji University, Shanghai, China"}]},{"given":"Chenhao","family":"Wu","sequence":"additional","affiliation":[{"name":"College of Electronics and Information Engineering, Tongji University, Shanghai, China"},{"name":"School of Engineering and Design, Technical University of Munich, Munich, Germany"}]}],"member":"179","reference":[{"issue":"6","key":"10.3233\/JIFS-223978_ref1","doi-asserted-by":"crossref","first-page":"1619","DOI":"10.1109\/TEM.2019.2929660","article-title":"Managing the Development of Complex Product Systems: An Integrative Literature Review","volume":"68","author":"Yassine","year":"2021","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"3","key":"10.3233\/JIFS-223978_ref3","doi-asserted-by":"crossref","first-page":"752","DOI":"10.1109\/TEM.2019.2908454","article-title":"Exploring the Challenges for Adopting the Cloud PLM in Manufacturing Organizations","volume":"68","author":"Singh","year":"2021","journal-title":"IEEE Transactions on Engineering Management"},{"issue":"2","key":"10.3233\/JIFS-223978_ref4","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1109\/TASE.2015.2390039","article-title":"Multidomain Model Integration for Online Collaborative System Design and Detailed Design of Complex Mechatronic Systems","volume":"13","author":"Fan","year":"2016","journal-title":"IEEE Transactions on Automation Science and Engineering"},{"key":"10.3233\/JIFS-223978_ref5","doi-asserted-by":"crossref","first-page":"38399","DOI":"10.1109\/ACCESS.2018.2851384","article-title":"A Systems EngineeringHackathon \u2013A Methodology Involving Multiple Stakeholders toProgress Conceptual Design of a Complex Engineered Product","volume":"6","author":"Saravi","year":"2018","journal-title":"IEEE Access"},{"key":"10.3233\/JIFS-223978_ref8","unstructured":"China Machinery Industry Federation, Specification for data management in product lifecycle, GB\/T 35119-2017 (2017)."},{"issue":"2011","key":"10.3233\/JIFS-223978_ref9","first-page":"192","article-title":"Research on Design Management for Product WholeLife Cycle","volume":"58-60","author":"Fan","journal-title":"Applied Mechanics and Materials"},{"issue":"1","key":"10.3233\/JIFS-223978_ref10","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1016\/j.procir.2012.07.100","article-title":"Collaborative Digital Data Management for Design and Production","volume":"3","author":"Bicici","year":"2012","journal-title":"Procedia CIRP"},{"issue":"12","key":"10.3233\/JIFS-223978_ref12","doi-asserted-by":"crossref","first-page":"3577","DOI":"10.1080\/00207543.2017.1308577","article-title":"Modelling end of life phase of thecomplex products: the case of end of life aircraft","volume":"55","author":"Keivanpour","year":"2017","journal-title":"International Journal of Production Research"},{"key":"10.3233\/JIFS-223978_ref13","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1016\/j.techfore.2015.09.022","article-title":"Technology life-cycles in the energy sector-Technologicalcharacteristics and the role of deployment for innovation","volume":"104","author":"Huenteler","year":"2016","journal-title":"Technological Forecasting and Social Change"},{"key":"10.3233\/JIFS-223978_ref14","doi-asserted-by":"crossref","first-page":"41430","DOI":"10.1109\/ACCESS.2021.3065360","article-title":"A Novel Modeling Methodof the Crowd sourcing Design Process for Complex Products-Based an Object-Oriented Petri Net","volume":"9","author":"Song","year":"2021","journal-title":"IEEE Access"},{"issue":"5","key":"10.3233\/JIFS-223978_ref15","first-page":"921","article-title":"DSM and SysML-based Complex Product DevelopmentProcess Modeling and Optimizing Method","volume":"29","author":"Yang","year":"2017","journal-title":"Journal ofComputer-Aided Design & Computer Graphics"},{"issue":"24","key":"10.3233\/JIFS-223978_ref16","doi-asserted-by":"crossref","first-page":"7313","DOI":"10.1080\/00207543.2018.1450531","article-title":"Using business critical design rules to frame new architecture introduction inmulti-architecture portfolios","volume":"56","author":"L\u00f8kkegaard","year":"2018","journal-title":"International Journal of Production Research"},{"key":"10.3233\/JIFS-223978_ref17","doi-asserted-by":"crossref","first-page":"403","DOI":"10.1016\/j.procs.2015.03.054","article-title":"Technical Evaluation of the Systems Modeling Language (SysML)","volume":"44","author":"Hampson","year":"2015","journal-title":"Procedia Computer Science"},{"issue":"2","key":"10.3233\/JIFS-223978_ref18","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1109\/TSMC.2014.2334276","article-title":"Modeling and Verification for Cross-Department Collaborative Business Processes Using Extended Petri Nets","volume":"45","author":"Zeng","year":"2015","journal-title":"IEEE Transactions on Systems, Man,and Cybernetics: Systems"},{"issue":"2017","key":"10.3233\/JIFS-223978_ref20","first-page":"226","article-title":"A hybrid fuzzy method for performance evaluation of fusion algorithms for integrated navigation system","volume":"69","author":"Wang","journal-title":"Aerospace Science and Technology"},{"key":"10.3233\/JIFS-223978_ref21","doi-asserted-by":"crossref","first-page":"21312","DOI":"10.1109\/ACCESS.2017.2728081","article-title":"Fuzzy Comprehensive Evaluation Method for Energy Management Systems Based on an Internet of Things","volume":"5","author":"Li","year":"2017","journal-title":"IEEE Access"},{"issue":"2","key":"10.3233\/JIFS-223978_ref23","doi-asserted-by":"crossref","first-page":"1579","DOI":"10.3233\/JIFS-179521","article-title":"Fuzzy Comprehensive Evaluation of Purchase Intention of Retailer Private Brands Based on Improved AHP Method","volume":"38","author":"Tang","year":"2020","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.3233\/JIFS-223978_ref24","doi-asserted-by":"crossref","first-page":"1719","DOI":"10.1007\/s13369-020-04926-4","article-title":"Fuzzy Comprehensive Evaluation of the Apron Control Transfer Management Evaluation System","volume":"46","author":"Lv","year":"2021","journal-title":"Arabian Journal for Science and Engineering"},{"key":"10.3233\/JIFS-223978_ref25","doi-asserted-by":"crossref","first-page":"104550","DOI":"10.1016\/j.ijrmms.2020.104550","article-title":"Shear-related roughness classification and strength model of natural rock joint based on fuzzy comprehensive evaluation","volume":"137","author":"Zhao","year":"2021","journal-title":"International Journal of Rock Mechanics and Mining Sciences"},{"issue":"3","key":"10.3233\/JIFS-223978_ref26","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/j.aei.2014.05.003","article-title":"Survey on mechatronic engineering: A focus on design methods and product models","volume":"28","author":"Zheng","year":"2014","journal-title":"Advanced Engineering Informatics"},{"issue":"3","key":"10.3233\/JIFS-223978_ref27","doi-asserted-by":"crossref","first-page":"3904","DOI":"10.1109\/JSYST.2020.2966646","article-title":"Crowd-Based Cooperative Task Allocation via Multicriteria Optimization and Decision-Making","volume":"143","author":"Zhao","year":"2020","journal-title":"IEEE Systems Journal"},{"issue":"4","key":"10.3233\/JIFS-223978_ref28","doi-asserted-by":"crossref","first-page":"510","DOI":"10.1016\/j.aei.2010.06.011","article-title":"Ontological Product Modeling for Collaborative Design","volume":"24","author":"Bock","year":"2010","journal-title":"Advanced Engineering Informatics"},{"issue":"4","key":"10.3233\/JIFS-223978_ref29","doi-asserted-by":"crossref","first-page":"2257","DOI":"10.3233\/IFS-151995","article-title":"Multifactorial Decision Making Based onType-2 Fuzzy Sets and Factor Space Approach","volume":"30","author":"Zhou","year":"2016","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"issue":"1","key":"10.3233\/JIFS-223978_ref30","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1109\/TFUZZ.2015.2390226","article-title":"Online Comment-Based Hotel Quality Automatic Assessment Using Improved Fuzzy Comprehensive Evaluation and Fuzzy Cognitive Map","volume":"23","author":"Wei","year":"2015","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"10.3233\/JIFS-223978_ref31","doi-asserted-by":"crossref","first-page":"2311","DOI":"10.1007\/s00170-021-07945-z","article-title":"Product design lifecycle information model (PDLIM)","volume":"118","author":"Niu","year":"2022","journal-title":"International Journal of Advanced Manufacturing Technology"},{"issue":"11","key":"10.3233\/JIFS-223978_ref32","doi-asserted-by":"crossref","first-page":"1596","DOI":"10.3390\/e24111596","article-title":"Measuring Uncertainty in the Negation Evidence for Multi-Source Information Fusion","volume":"24","author":"Tang","year":"2022","journal-title":"Entropy"},{"key":"10.3233\/JIFS-223978_ref33","doi-asserted-by":"crossref","first-page":"860","DOI":"10.1016\/j.mcm.2007.03.028","article-title":"Time dependent decision-making; dynamic priorities inthe AHP\/ANP: Generalizing from points to functions and from real tocomplex variables","volume":"46","author":"Saaty","year":"2007","journal-title":"Mathematical and Computer Modelling"},{"key":"10.3233\/JIFS-223978_ref34","doi-asserted-by":"crossref","first-page":"962","DOI":"10.1016\/j.mcm.2007.03.022","article-title":"On the invalidity of fuzzifying numerical judgments in the Analytic Hierarchy Process","volume":"46","author":"Saaty","year":"2007","journal-title":"Mathematical and Computer Modelling"},{"issue":"3","key":"10.3233\/JIFS-223978_ref35","doi-asserted-by":"crossref","first-page":"101626","DOI":"10.1016\/j.asej.2021.10.021","article-title":"Landslide hazard assessment usinganalytic hierarchy process (AHP): A case study of National Highway 5 in India","volume":"13","author":"Panchal","year":"2021","journal-title":"Ain Shams Engineering Journal"},{"key":"10.3233\/JIFS-223978_ref36","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1007\/s10479-019-03432-7","article-title":"Consensus reaching for MAGDM with multi-granular hesitant fuzzy linguistic term sets: a minimum adjustment-based approach","volume":"300","author":"Yu","year":"2021","journal-title":"Annals of Operations Research"},{"key":"10.3233\/JIFS-223978_ref37","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1016\/j.inffus.2020.08.018","article-title":"Distributed LinguisticRepresentations in Decision Making: Taxonomy, Key Elements and Applications, and Challenges in Data Science and Explainable Artificial Intelligence","volume":"65","author":"Wu","year":"2021","journal-title":"Information Fusion"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-223978","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T05:54:50Z","timestamp":1769666090000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-223978"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,4]]},"references-count":31,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.3233\/jifs-223978","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,5,4]]}}}