Citation: Hao Li, Xiaoyu Wen, Haoqi Wang, Guofu Luo, Steve Evans. A methodology for the modular structure planning of product-service systems[J]. Mathematical Biosciences and Engineering, 2019, 16(3): 1489-1524. doi: 10.3934/mbe.2019072
[1] | J. Zhou, P. Li, Y. Zhou, et al., Toward new-generation intelligent manufacturing, Engineering., 4 (2018), 11–20. |
[2] | X. Y. Li, C. Lu, L. Gao, et al., An Effective Multi-Objective Algorithm for Energy Efficient Scheduling in a Real-Life Welding Shop, IEEE T. Ind. Inf., 14 (2018), 5400–5409. |
[3] | S. Zhang, J. Xu, H. Gou, et al., A research review on the key technologies of intelligent design for customized products, Engineering, 3 (2017), 631–640. |
[4] | M. J. Goedkoop, C. J. Halen, H. R. Riele, et al., Product service systems, ecological and economic basics. Report for Dutch Ministries of environment (VROM) and economic affairs (EZ), 36 (1999), 1–20. |
[5] | E. Sundin, M. Lindahl, M. Comstock, et al., Integrated product and service engineering enabling mass customization, In: Proceedings of 19th International Conference on Production Research (ICPR-07); 2007 July 27–Aug 2; Valparaiso, Chile; International Foundation for Production Research. |
[6] | J. C. Aurich, N. Wolf, M. Siener, et al., Configuration of product-service systems, J. Manuf. Technol. Manage., 20 (2009), 591–605. |
[7] | J. C. Aurich, C. Fuchs and C. Wagenknecht, Modular design of technical product-service systems, In: Brissaud D, Tichkiewitch S, Zwolinski P, editors. Netherlands: Innovation in life cycle engineering and sustainable development. Springer, (2006), 303–320. |
[8] | H. Li, Y. J. Ji, X. J. Gu, et al., Module partition process model and method of integrated service product, Comput. Ind., 63 (2012), 298–308. |
[9] | H. Li, Y. J. Ji, L. Chen, et al., Bi-level coordinated configuration optimization for Product-service system modular design, IEEE T. Syst. Man. Cy. A., 47 (2017), 537–554. |
[10] | H. Li, F. Tang, X. Wen, et al., Modular design of product-service system oriented to mass personalization, China. Mech. Eng., 29 (2018), 2204–2214. |
[11] | O. K. Mont, Clarifying the concept of product-service system, J. Cleaner. Prod., 10 (2002), 237–245. |
[12] | A. Tukker, Eight types of product–service system: Eight ways to sustainability? Experiences from SusProNet, Bus. Strategy. Environ., 13 (2004), 246–260. |
[13] | H. Li, Y. Ji, Q. Li, et al., A methodology for module portfolio planning within the service solution layer of a product-service system, Int. J. Adv. Manuf. Tech., 94 (2018), 3287–3308. |
[14] | H. Li, Y. J. Ji, G. F. Luo, et al., A modular structure data modeling method for generalized product, Int. J. Adv. Manuf. Tech., 84 (2016), 197–212. |
[15] | T. Böhmann, M. Junginger and H. Krcmar, Modular service architectures: A concept and method for engineering IT services, in Proceedings of the 36th Annual Hawaii International Conference on System Sciences; 2003 January 6–9; Hawaii, USA. Los Alamitos: IEEE Computer Society Press; (2003), 74b. |
[16] | J. C. Aurich, C. Fuchs and P. Barbian, An approach to the design of technical product service systems, Ind. Manage., 20 (2004), 13–16. |
[17] | Y. Geum, R. Kwak and Y. Park, Modularizing services: A modified HoQ approach, Comput. Ind. Eng., 62 (2012), 579–590. |
[18] | P. P. Wang, X. G. Ming, D. Li, et al., Modular development of product service systems, Concurrent. Eng., 19 (2011), 85–96. |
[19] | T. Hara and T. Arai, Analyzing structures of PSS types for modular design, in Proceedings of the 2nd International Conference on Industrial Product-Service Systems; 2010 April 14–15; Linköping, Sweden; Linköping: Linköping University Electronic Press; (2010), 189–194. |
[20] | T. Tuunanen and H. Cassab, Service process modularization: Reuse versus variation in service extensions, J. Serv. Res., 14 (2011), 340–354. |
[21] | J. Sun, N. Chai, G. Pi, et al., Modularization of product service system based on functional requirement, Procedia. CIRP., 64 (2017), 301–305. |
[22] | M. Chen, D. Chen and X. Chu, Identification for product service system redesign modules based on user experience, Comput. Int. Manuf. Syst., 22 (2016), 2522–2529. |
[23] | Z. Zhang, D. Xu, E. Ostrosi, et al., A systematic decision-making method for evaluating design alternatives of product service system based on variable precision rough set, J. Intell. Manuf., (2017), 1–15. |
[24] | M. Dong and L. Y. Su, Ontology-based product-service system configuration of mass customization, Comput. Int. Manuf. Syst., 17 (2011), 653–661. |
[25] | J. A. Fadeyi, L. Monplaisir and C. Aguwa, The integration of core cleaning and product serviceability into product modularization for the creation of an improved remanufacturing-product service system, J. Cleaner. Prod., 159 (2017), 446–455. |
[26] | Y. Chang, S. X. Pan, F. Guo, et al., Customer requirement analysis for modular design, Journal of Zhejiang University (Engineering Science), 42 (2008), 248–252. |
[27] | B. J. Pine, Mass customizing products and services, Plan. Rev., 21 (1993), 6–55. |
[28] | X. Y. Li and L. Gao, An effective hybrid genetic algorithm and Tabu Search for flexible job shop scheduling problem, Int. J. Prod. Econ., 174 (2016), 93–110. |
[29] | G. D. Silveira, D. Borenstein and F. S. Fogliatto, Mass customization: Literature review and research directions, Int. J. Prod. Econ., 72 (2001), 1–13. |
[30] | R. B. Stone, K. L. Wood and R. H. Crawford, A heuristic method for identifying modules for product architectures, Des. Stud., 21 (2000), 5–31. |
[31] | L. Zhou, H. J. Lian and J. H. Ji, The analysis on product customization degree under the mass customization mode, J. Syst. Manage., 16 (2007), 656–689. |
[32] | H. Y. Yin, W. Liu and Z. Xu, Problem of customization level based on conjoint analysis model, Comput. Int. Manuf. Syst., 13 (2007), 1322–1329. |
[33] | Z. Xu, Q. B. Liu and L. Chen, Customization on tactics and the measurement model of customization degree based on attribute importance, Chin. J. Manage., 9 (2012), 296–302. |
[34] | A. D. Che and M. S. Yang, The QFD method and its application, Beijing: Electronic Industry Press. Chinese, (2008). |
[35] | N. Kano, K. Seraku, F. Takahashi, et al., Attractive quality and must be quality, J. Jpn. Soc. Qual., 14 (1984), 39–48. |
[36] | G. Pahl and W. Beitz, Engineering design: A systematic approach, in Wallace K editor. London: Springer-Verlag, (1996). |
[37] | X. Y. Li, L. Gao, Q. K. Pan, et al., An effective hybrid genetic algorithm and variable neighborhood search for integrated process planning and scheduling in a packaging machine workshop, IEEE. T. Syst. Man. Cy. A., DOI: 10.1109/TSMC.2018.2881686. |
[38] | A. Chaudha, R. Jain, A. R. Singh, et al., Integration of Kano's model into quality function deployment (QFD), Int. J. Adv. Manuf. Technol., 53 (2011), 689–698. |
[39] | R. Kohli and R. Sukumar, Heuristics for product-line design using conjoint analysis, Manage. Sci., 36 (1990), 1464–1478. |
[40] | P. E. Green and V. Srinivasan, Conjoint analysis in marketing: New developments with implications for research and practice 1990, J. Mark., 54 (1990), 3–19. |
[41] | Y. Z. Zhou, W. C. Yi, L. Gao, et al., Adaptive differential evolution with sorting crossover rate for continuous optimization problems, IEEE T. Cy., 47 (2017), 2742–2753. |