A framework with revised rough-DEMATEL to capture and evaluate requirements for smart industrial product-service system of systems

References

• Abramovici, M., F. Bellalouna, and J. C. Göbel. 2010. “Adaptive Change Management for Industrial Product-Service Systems.” Strojniski Vestnik/Journal of Mechanical Engineering 56 (11): 696–706.
   Web of Science ®Google Scholar
• Abramovici, M., J. C. Göbel, and M. Neges. 2015. “Smart Engineering as Enabler for the 4th Industrial Revolution.” Integrated Systems: Innovations and Applications, 163–170.
   Google Scholar
• Aurich, J., E. Schweitzer, and C. Fuchs. 2007. “Life Cycle Management of Industrial Product-Service Systems.” In Advances in Life Cycle Engineering for Sustainable Manufacturing Businesses, 171–176. London: Springer.
   Google Scholar
• Berkovich, M., J. M. Leimeister, A. Hoffmann, and H. Krcmar. 2014. “A Requirements Data Model for Product Service Systems.” Requirements Engineering 19 (2): 161–186.
   Web of Science ®Google Scholar
• Bonikowski, Z., and U. Wybraniec-Skardowska. 2008. “Vagueness and Roughness.” In Transactions on Rough Sets IX, 1–13. Berlin: Springer.
   Google Scholar
• Cherubini, S., G. Iasevoli, and L. Michelini. 2015. “Product-service Systems in the Electric car Industry: Critical Success Factors in Marketing.” Journal of Cleaner Production 97: 40–49.
   Web of Science ®Google Scholar
• Chowdhury, S., D. Haftor, and N. Pashkevich. 2018. “Smart Product-Service Systems (Smart PSS) in Industrial Firms: A Literature Review.” Procedia CIRP 73: 26–31.
   Google Scholar
• Cronin, M. J. 2010. Smart Products, Smarter Services: Strategies for Embedded Control. Cambridge: Cambridge University Press.
   Google Scholar
• Dalalah, D., M. Hayajneh, and F. Batieha. 2011. “A Fuzzy Multi-Criteria Decision Making Model for Supplier Selection.” Expert Systems with Applications 38 (7): 8384–8391.
   Web of Science ®Google Scholar
• Dick, J., E. Hull, and K. Jackson. 2017. Requirements Engineering. Cham: Springer.
   Google Scholar
• Durugbo, C. 2013. “Integrated Product-Service Analysis Using SysML Requirement Diagrams.” Systems Engineering 16 (1): 111–123.
   Web of Science ®Google Scholar
• Durugbo, C. 2014. “Strategic Framework for Industrial Product-Service co-Design: Findings From the Microsystems Industry.” International Journal of Production Research 52 (10): 2881–2900.
   Web of Science ®Google Scholar
• Ellis-Braithwaite, R., R. Lock, R. Dawson, and T. King. 2017. “Repetition Between Stakeholder (User) and System Requirements.” Requirements Engineering 22 (2): 167–190.
   Web of Science ®Google Scholar
• Estrada, A., and D. Romero. 2016. “A System Quality Attributes Ontology for Product-Service Systems Functional Measurement Based on a Holistic Approach.” Procedia CIRP 47: 78–83.
   Google Scholar
• Geng, X., and X. Chu. 2012. “A new Importance–Performance Analysis Approach for Customer Satisfaction Evaluation Supporting PSS Design.” Expert Systems with Applications 39 (1): 1492–1502.
   Web of Science ®Google Scholar
• Geng, X., X. Chu, D. Xue, and Z. Zhang. 2010. “An Integrated Approach for Rating Engineering Characteristics’ Final Importance in Product-Service System Development.” Computers & Industrial Engineering 59 (4): 585–594.
   Web of Science ®Google Scholar
• Gordijn, J., and J. Akkermans. 2003. “Value-based Requirements Engineering: Exploring Innovative e-Commerce Ideas.” Requirements Engineering 8 (2): 114–134.
   Google Scholar
• Gorod, A., B. Sauser, and J. Boardman. 2008. “System-of-systems Engineering Management: A Review of Modern History and a Path Forward.” IEEE Systems Journal 2 (4): 484–499.
   Web of Science ®Google Scholar
• Grönroos, C., and P. Voima. 2013. “Critical Service Logic: Making Sense of Value Creation and co-Creation.” Journal of the Academy of Marketing Science 41 (2): 133–150.
   Web of Science ®Google Scholar
• Hein, A. M., Y. Chazal, S. Boutin, and M. Jankovic. 2018. A Methodology for Architecting Collaborative Product Service System of Systems. Paper presented at the 2018 13th Annual Conference on System of Systems Engineering (SoSE).
   Google Scholar
• Hein, A. M., B. Poulain, M. Jankovic, Y. Chazal, and S. Fakhfakh. 2018. Product Service System Design in a System of Systems Context: A Literature Survey. Paper presented at the DS92: Proceedings of the DESIGN 2018 15th International Design Conference.
   Google Scholar
• Helo, P., A. Gunasekaran, and A. Rymaszewska. 2017. Designing and Managing Industrial Product-Service Systems. Cham: Springer.
   Google Scholar
• Holt, J., S. A. Perry, and M. Brownsword. 2012. Model-based Requirements Engineering. London: The Institution of Engineering and Technology.
   Google Scholar
• Hussain, R., H. Lockett, and G. V. A. Vasantha. 2012. “A Framework to Inform PSS Conceptual Design by Using System-in-use Data.” Computers in Industry 63 (4): 319–327.
   Web of Science ®Google Scholar
• Kang, H. S., J. Y. Lee, S. Choi, H. Kim, J. H. Park, J. Y. Son, B. H. Kim, and S. Do Noh. 2016. “Smart Manufacturing: Past Research, Present Findings, and Future Directions.” International Journal of Precision Engineering and Manufacturing-Green Technology 3 (1): 111–128.
   Web of Science ®Google Scholar
• Kaur, J., R. Sidhu, A. Awasthi, S. Chauhan, and S. Goyal. 2018. “A DEMATEL Based Approach for Investigating Barriers in Green Supply Chain Management in Canadian Manufacturing Firms.” International Journal of Production Research 56 (1-2): 312–332.
   Web of Science ®Google Scholar
• Kuhlenkötter, B., U. Wilkens, B. Bender, M. Abramovici, T. Süße, J. Göbel, M. Herzog, A. Hypki, and K. Lenkenhoff. 2017. “New Perspectives for Generating Smart PSS Solutions–Life Cycle, Methodologies and Transformation.” Procedia CIRP 64: 217–222.
   Google Scholar
• Kwong, C.-K., and H. Bai. 2002. “A Fuzzy AHP Approach to the Determination of Importance Weights of Customer Requirements in Quality Function Deployment.” Journal of Intelligent Manufacturing 13 (5): 367–377.
   Web of Science ®Google Scholar
• Lerch, C., and M. Gotsch. 2015. “Digitalized Product-Service Systems in Manufacturing Firms: A Case Study Analysis.” Research-Technology Management 58 (5): 45–52.
   Web of Science ®Google Scholar
• Liu, Z., X. Ming, Y. Qu, and X. Li. 2018. “Process Parameter Optimization of Solder Paste Deposition for SoC Using Taguchi-Grey and Entropy Approach.” IEEE Transactions on Components, Packaging and Manufacturing Technology 8 (3): 482–491.
   Web of Science ®Google Scholar
• Liu, Z., X. Ming, W. Song, S. Qiu, and Y. Qu. 2018. “A Perspective on Value co-Creation-Oriented Framework for Smart Product-Service System.” Procedia CIRP 73: 155–160.
   Google Scholar
• Maleki, E., F. Belkadi, and A. Bernard. 2018. “Industrial Product-Service System Modelling Base on Systems Engineering: Application of Sensor Integration to Support Smart Services.” IFAC-PapersOnLine 51 (11): 1586–1591.
   Google Scholar
• Meier, H., and D. Kortmann. 2007. “Leadership-From Technology to Use Operation Fields and Solution Approaches for the Automation of Service Processes of Industrial Product-Service-Systems.” In Advances in Life Cycle Engineering for Sustainable Manufacturing Businesses, 159–163. London: Springer.
   Google Scholar
• Meier, H., R. Roy, and G. Seliger. 2010. “Industrial Product-Service Systems—IPS 2.” CIRP Annals-Manufacturing Technology 59 (2): 607–627.
   Web of Science ®Google Scholar
• Meier, H., O. Völker, and B. Funke. 2011. “Industrial Product-Service Systems (IPS 2).” The International Journal of Advanced Manufacturing Technology 52 (9-12): 1175–1191.
   Web of Science ®Google Scholar
• Mourtzis, D., M. Doukas, and S. Fotia. 2016. “Classification and Mapping of PSS Evaluation Approaches.” IFAC-PapersOnLine 49 (12): 1555–1560.
   Google Scholar
• Müller, P., F. Schulz, and R. Stark. 2010. Guideline to elicit requirements on industrial product-service systems. Paper presented at the Proceedings of the 2nd CIRP IPS2 Conference 2010; 14-15 April; Linköping; Sweden.
   Google Scholar
• Neuhüttler, J., I. C. Woyke, and W. Ganz. 2017. Applying Value Proposition Design for Developing Smart Service Business Models in Manufacturing Firms. Paper presented at the International Conference on Applied Human Factors and Ergonomics.
   Google Scholar
• Ota, K., Y. Kurita, F. Akasaka, K. Kimita, and Y. Shimomura. 2013. “Extraction of Customers’ Potential Requirements Using Service Scenario Planning.” In Product-Service Integration for Sustainable Solutions, 63–74. Berlin: Springer.
   Google Scholar
• Porter, M. E., and J. E. Heppelmann. 2015. “How Smart, Connected Products are Transforming Companies.” Harvard Business Review 93 (10): 96–114.
   Web of Science ®Google Scholar
• Qu, M., S. Yu, D. Chen, J. Chu, and B. Tian. 2016. “State-of-the-art of Design, Evaluation, and Operation Methodologies in Product Service Systems.” Computers in Industry 77: 1–14.
   Web of Science ®Google Scholar
• Rajesh, R., and V. Ravi. 2015. “Modeling Enablers of Supply Chain Risk Mitigation in Electronic Supply Chains: A Grey–DEMATEL Approach.” Computers & Industrial Engineering 87: 126–139.
   Web of Science ®Google Scholar
• Ramaswamy, V., and K. Ozcan. 2014. The co-Creation Paradigm. California: Stanford University Press.
   Google Scholar
• Rijsdijk, S. A., and E. J. Hultink. 2009. “How Today's Consumers Perceive Tomorrow's Smart Products.” Journal of Product Innovation Management 26 (1): 24–42.
   Web of Science ®Google Scholar
• Roy, R., and K. S. Cheruvu. 2009. “A Competitive Framework for Industrial Product-Service Systems.” International Journal of Internet Manufacturing and Services 2 (1): 4–29.
   Google Scholar
• Sage, A. P. 2011. System of Systems Engineering: Innovations for the 21st Century. Hoboken: John Wiley & Sons.
   Google Scholar
• Shimomura, Y., and T. Sakao. 2007. A service evaluation method for service/product engineering. Paper presented at the Proceedings of the 16th International Conference on Engineering Design-ICED07.
   Google Scholar
• Si, S.-L., X.-Y. You, H.-C. Liu, and P. Zhang. 2018. “DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications.” Mathematical Problems in Engineering 2018: 1–33.
   Web of Science ®Google Scholar
• Silva, E., T. Batista, and F. Oquendo. 2015. A mission-oriented approach for designing system-of-systems. Paper presented at the System of Systems Engineering Conference (SoSE), 2015 10th.
   Google Scholar
• Song, W. 2017. “Requirement Management for Product-Service Systems: Status Review and Future Trends.” Computers in Industry 85: 11–22.
   Web of Science ®Google Scholar
• Song, W., and J. Cao. 2017. “A Rough DEMATEL-Based Approach for Evaluating Interaction Between Requirements of Product-Service System.” Computers & Industrial Engineering 110: 353–363.
   Web of Science ®Google Scholar
• Song, W., X. Ming, Y. Han, and Z. Wu. 2013. “A Rough set Approach for Evaluating Vague Customer Requirement of Industrial Product-Service System.” International Journal of Production Research 51 (22): 6681–6701.
   Web of Science ®Google Scholar
• Song, W., and T. Sakao. 2018. “An Environmentally Conscious PSS Recommendation Method Based on Users’ Vague Ratings: A Rough Multi-Criteria Approach.” Journal of Cleaner Production 172: 1592–1606.
   Web of Science ®Google Scholar
• Sugeno, M. 1993. “Fuzzy Measures and Fuzzy Integrals—A Survey.” In Readings in Fuzzy Sets for Intelligent Systems, 251–257. California: Elsevier.
   Google Scholar
• Truong, Y., G. Simmons, and M. Palmer. 2012. “Reciprocal Value Propositions in Practice: Constraints in Digital Markets.” Industrial Marketing Management 41 (1): 197–206.
   Web of Science ®Google Scholar
• Valencia, A., R. Mugge, J. P. Schoormans, and H. N. Schifferstein. 2015. “The Design of Smart Product-Service Systems (PSSs): An Exploration of Design Characteristics.” International Journal of Design 9 (1): 13–28.
   Web of Science ®Google Scholar
• Wang, P., X. Ming, D. Li, F. Kong, L. Wang, and Z. Wu. 2011. “Status Review and Research Strategies on Product-Service Systems.” International Journal of Production Research 49 (22): 6863–6883.
   Web of Science ®Google Scholar
• Womack, J. P., and D. T. Jones. 2015. Lean Solutions: how Companies and Customers can Create Value and Wealth Together. New York: Simon and Schuster.
   Google Scholar
• Zhai, L.-Y., L.-P. Khoo, and Z.-W. Zhong. 2009. “Design Concept Evaluation in Product Development Using Rough Sets and Grey Relation Analysis.” Expert Systems with Applications 36 (3): 7072–7079.
   Web of Science ®Google Scholar
• Zhang, Y., S. Liu, Y. Liu, and R. Li. 2016. “Smart box-Enabled Product–Service System for Cloud Logistics.” International Journal of Production Research 54 (22): 6693–6706.
   Web of Science ®Google Scholar
• Zheng, P., T.-J. Lin, C.-H. Chen, and X. Xu. 2018. “A Systematic Design Approach for Service Innovation of Smart Product-Service Systems.” Journal of Cleaner Production 201: 657–667.
   Web of Science ®Google Scholar
• Zhou, L., X. Xu, and S. Deng. 2008. An analytic model for measuring customer's service preferences in manufacturing supply chain. Paper presented at the Service Operations and Logistics, and Informatics, 2008. IEEE/SOLI 2008. IEEE International Conference on.
   Google Scholar