Data management within new product development and collaborative engineering: a bibliometric and systemic analysis

Purpose Although organizations have more data than ever at their disposal, actually deriving meaningful insights and actions from them is easier said than done. In this concern, the main objective of this study is to identify trends and research opportunities regarding data management within new product development (NPD) and collaborative engineering. Design/methodology/approach Bibliometric and systemic analyses have been carried out using the methodological procedure ProKnow-C, which provides a structured framework for the literature review. A bibliographic portfolio (BP) was consolidated with 33 papers that represent the state of art in the subject. Findings Most recent researches within the BP indicate new trends and paradigm shifts in this area of research, tackling subjects such as the internet of things, cloud computing, big data analytics and digital twin. Research gaps include the lack of data automation and the absence of a common architecture for systems integration. However, from a general perspective of the BP, the management of experimental data is suggested as a research opportunity for future works. Although many studies have tackled data and collaboration based on computer-aided technologies environments, no study examined the management of the measured data collected during the verification and validation stages of a product. Originality/value This work provides a fresh and relevant source of authors, journals and studies for researchers and practitioners interested in the domain of data management applied to NPD and collaborative engineering.

[1]  W. Edward Red,et al.  Emerging Design Methods and Tools in Collaborative Product Development , 2013, J. Comput. Inf. Sci. Eng..

[2]  Andreas Grillenberger,et al.  Key concepts of data management: an empirical approach , 2017, Koli Calling.

[3]  Jesús M. Pérez,et al.  Integration of Design Tools and Knowledge Capture into a CAD System: A Case Study , 2010, Concurr. Eng. Res. Appl..

[4]  S. M. Sapuan,et al.  State of the art of the concurrent engineering technique in the automotive industry , 2006 .

[5]  Yong-Jin Liu,et al.  A Semantic Feature Model in Concurrent Engineering , 2010, IEEE Transactions on Automation Science and Engineering.

[6]  Alain Bernard,et al.  The evolution, challenges, and future of knowledge representation in product design systems , 2013, Comput. Aided Des..

[7]  Emil Kurvinen,et al.  A Methodology for Product Development in Mobile Machinery: Case Example of an Excavator , 2019 .

[8]  Awanis Romli,et al.  Green information technology system practice for sustainable collaborative enterprise: a structural literature review , 2017 .

[9]  Hong Su,et al.  A Road Load Data Processing Technique for Durability Optimization of Automotive Products , 2014 .

[10]  Ewerton Sacco Calvetti,et al.  Perspectivas de Pesquisa sobre Avaliação de Desempenho e Gerenciamento de Projetos , 2018, Revista de Gestão e Secretariado.

[11]  Alain Bernard,et al.  Towards a knowledge based framework for numerical design of experiment optimization and management , 2016 .

[12]  Sandro César Bortoluzzi,et al.  [Work ability and functional aging: a Systemic Analysis of the Literature using ProkNow-C (Knowledge Development Process - Constructivist)]. , 2019, Ciencia & saude coletiva.

[13]  Dongsheng Yang,et al.  The Role of Big Data Analysis in New Product Development , 2016, 2016 International Conference on Network and Information Systems for Computers (ICNISC).

[14]  Sandra Rolim Ensslin,et al.  Research Process for Selecting a Theoretical Framework and Bibliometric Analysis of a Theme: Illustration for the Management of Customer Service in a Bank , 2015 .

[15]  Lutz Bornmann,et al.  Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references , 2014, J. Assoc. Inf. Sci. Technol..

[16]  Richard E. West,et al.  Rigor, Impact and Prestige: A Proposed Framework for Evaluating Scholarly Publications , 2012 .

[17]  Edward Red,et al.  Considerations for Multi-User Decomposition of Design Spaces , 2013 .

[18]  J. Merigó,et al.  Outlining new product development research through bibliometrics , 2018, Journal of Strategy and Management.

[19]  Anthony M. Woodward,et al.  The roles of reviews in information transfer , 1977, J. Am. Soc. Inf. Sci..

[20]  Kim Hua Tan,et al.  Unlocking the power of big data in new product development , 2016, Annals of Operations Research.

[21]  Erik Telles Pascoal,et al.  The competencies of Brazilian's experimental engineering in planning and realization validation's tests of the vehicles during the phase of project , 2010 .

[22]  Hadi Minavand,et al.  The linkage between strategic human resource management, innovation and firm performance , 2013 .

[23]  Dimitris Mourtzis,et al.  Cloud-based cyber-physical systems and quality of services , 2016 .

[24]  Jürgen Zimmermann,et al.  Scheduling tests in automotive R&D projects , 2009, Eur. J. Oper. Res..

[25]  Niels Henrik Mortensen,et al.  PLM system support for modular product development , 2015, Comput. Ind..

[26]  Peter Burggräf,et al.  Knowledge-based problem solving in physical product development--A methodological review , 2020, Expert Syst. Appl. X.

[27]  Dominique Chamoret,et al.  A meta-model for knowledge configuration management to support collaborative engineering , 2015, Comput. Ind..

[28]  S. D. Costa,et al.  Application of the Proknow-C Methodology in the Search of Literature on Performance Indicators for Energy Management in Manufacturing and Industry 4.0 , 2019, Procedia Manufacturing.

[29]  Giacomo Marzi,et al.  Big data and dynamic capabilities: a bibliometric analysis and systematic literature review , 2019, Management Decision.

[30]  Zhiwu Li,et al.  Data-driven product design toward intelligent manufacturing: A review , 2020 .

[31]  L. Ensslin,et al.  Opportunities for research on evaluation of seaport performance: A systemic analysis from international literature , 2015 .

[32]  V. Dhanalakshmi,et al.  An approach towards the integration of CAD/CAM/CAI through STEP file using feature extraction for cylindrical parts , 2013, Int. J. Comput. Integr. Manuf..

[33]  Mark A. Vonderembse,et al.  Mediating effects of computer-aided design usage: From concurrent engineering to product development performance , 2006 .

[34]  Yongsheng Ma,et al.  Parametric CAD/CAE integration using a common data model , 2011 .

[35]  K. Balakannan,et al.  A Review on Valuable Trends of Product Data Management (PDM) Occupied in New Product Development (NPD) , 2015 .

[36]  Dimitris Kiritsis,et al.  Product relationships management enabler for concurrent engineering and product lifecycle management , 2013, Comput. Ind..

[37]  Xionghui Zhou,et al.  Internet-based intelligent service-oriented system architecture for collaborative product development , 2010, Int. J. Comput. Integr. Manuf..

[38]  Milton Borsato,et al.  An ontology building approach for knowledge sharing in product lifecycle management , 2010 .

[39]  Mahmoud Houshmand,et al.  INFELT STEP: An integrated and interoperable platform for collaborative CAD/CAPP/CAM/CNC machining systems based on STEP standard , 2010, Int. J. Comput. Integr. Manuf..

[40]  Nader Ale Ebrahim,et al.  A bibliometric approach to tracking big data research trends , 2017, Journal of Big Data.

[41]  Sami Kara,et al.  Manufacturing big data ecosystem: A systematic literature review , 2020, Robotics Comput. Integr. Manuf..

[42]  Jesús M. Pérez,et al.  Approach to integrate product conceptual design information into a computer-aided design system , 2013, Concurr. Eng. Res. Appl..

[43]  Abdul Majid Mazlina,et al.  Sustainable Adoption And Implementation In Collaborative Enterprise: A Systematic Literature Review , 2017 .

[44]  H. Ernst Success Factors of New Product Development: A Review of the Empirical Literature , 2002 .

[45]  Ken Peffers,et al.  Collaboration and Author Order: Changing Patterns in IS Research , 2003, Commun. Assoc. Inf. Syst..

[46]  Alan L. Porter,et al.  Research profiling: Improving the literature review , 2002, Scientometrics.

[47]  Milton Borsato,et al.  Machine Learning and Process Mining applied to Process Optimization: Bibliometric and Systemic Analysis , 2019, Procedia Manufacturing.

[48]  Namchul Do,et al.  A Product Data Management architecture for integrating hardware and software development , 2011, Comput. Ind..

[49]  Conrad S. Tucker,et al.  Evaluating the Impact of Idea Dissemination Methods on Information Loss , 2019, J. Comput. Inf. Sci. Eng..

[50]  Fernando Fernandez-Llimos,et al.  Differences and similarities between Journal Impact Factor and CiteScore , 2018, Pharmacy practice.

[51]  A. Petruzzelli,et al.  A bibliometric analysis of research on Big Data analytics for business and management , 2019, Management Decision.

[52]  Sandra Rolim Ensslin,et al.  A Constructivist Approach to Manage Business Process as a Dynamic Capability , 2014 .

[53]  Namchul Do Identifying experts for engineering changes using product data analytics , 2018, Comput. Ind..

[54]  Angappa Gunasekaran,et al.  Big Data and supply chain management: a review and bibliometric analysis , 2018, Ann. Oper. Res..

[56]  David Xiaosong Peng,et al.  Collaborative Product Development: The Effect of Project Complexity on the Use of Information Technology Tools and New Product Development Practices , 2014 .

[57]  Dieter Roller,et al.  A framework for similarity recognition of CAD models , 2016, J. Comput. Des. Eng..

[58]  Enrico Vezzetti,et al.  A product lifecycle management methodology for supporting knowledge reuse in the consumer packaged goods domain , 2011, Comput. Aided Des..

[59]  Sang Do Noh,et al.  Concurrent material flow analysis by P3R-driven modeling and simulation in PLM , 2012, Comput. Ind..

[60]  Martin Eigner,et al.  Concept to Enrichen Lightweight, Neutral Data Formats with CAD-based Feature Technology , 2010 .

[61]  Jan Andrzej Duda Modelling and implementation of product development strategy , 2018, Concurr. Eng. Res. Appl..

[62]  Benoît Eynard,et al.  Knowledge-based assessment of manufacturing process performance: integration of product lifecycle management and value-chain simulation approaches , 2013, Int. J. Comput. Integr. Manuf..

[63]  Dimitris Kiritsis,et al.  Integrated product relationships management: a model to enable concurrent product design and assembly sequence planning , 2012 .

[64]  Valéry Merminod,et al.  How does PLM technology support knowledge transfer and translation in new product development? Transparency and boundary spanners in an international context , 2012, Inf. Organ..

[65]  Vincent Thomson,et al.  Ontology based interface design and control methodology for collaborative product development , 2012, Comput. Aided Des..

[66]  Julien Le Duigou,et al.  Simulation Data Management for Adaptive Design Of Experiment , 2015 .

[67]  Napsiah Ismail,et al.  The important role of concurrent engineering in product development process , 2009 .

[68]  Rikard Söderberg,et al.  An integrated approach to technology platform and product platform development , 2013, Concurr. Eng. Res. Appl..

[69]  Parisa Ghodous,et al.  Semantic interoperability of knowledge in feature-based CAD models , 2014 .