Research Papers

Product Resynthesis: Knowledge Discovery of the Value of End-of-Life Assemblies and Subassemblies

[+] Author and Article Information
Sung Woo Kang

e-mail: swkangIE@psu.edu

Chinmay Sane

e-mail: cgs5142@psu.edu

Nitish Vasudevan

e-mail: nuv115@psu.edu
Industrial Engineering,
The Pennsylvania State University,
University Park, PA 16802

Conrad S. Tucker

Assistant Professor
Engineering Design and Industrial Engineering,
The Pennsylvania State University,
University Park, PA 16802
e-mail: ctucker4@psu.edu

1Corresponding author.

Contributed by the Design Automation Committee of ASME for publication in the JOURNAL OF MECHANICAL DESIGN. Manuscript received September 9, 2012; final manuscript received September 13, 2013; published online November 7, 2013. Assoc. Editor: Karthik Ramani.

J. Mech. Des 136(1), 011004 (Nov 07, 2013) (14 pages) Paper No: MD-12-1442; doi: 10.1115/1.4025526 History: Received September 09, 2012; Revised September 13, 2013

The trends of increasing waste and comparatively low growth of waste treatment methodologies have created the need for better utilization of the products we deem unfit for use. The options available for utilizing end-of-life (EOL) products are currently restricted to reusing, recycling, remanufacturing, and permanent disposal. In this work, the authors propose a new EOL option called resynthesis that utilizes existing waste from EOL products in a novel way through the synthesis of assemblies/subassemblies across multiple domains (i.e., consumer electronics, health care, automotive, etc.). The resynthesis of assemblies/subassemblies is achieved by quantifying their similarities (form and function) across multiple domains. A mixed-integer linear model is developed to determine the optimal EOL strategy for each component/subassembly. As a means of verifying the EOL decision, the value of the “new” resynthesized product is compared with the value that would be derived if the individual subassemblies were reused, remanufactured, recycled, or disposed. A case study involving an electronic mouse is used to validate the proposed methodology and to demonstrate its practicality as an alternate enterprise level EOL option.

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“Statistics on the Management of Used and End-of-Life Electronics eCycling USEPA,” Available at: http://www.epa.gov/osw/conserve/materials/ecycling/manage.htm
McLennan, J. F., 2004, The Philosophy of Sustainable Design: The Future of Architecture, Ecotone Publishing, Bainbridge Island. WA.
Mangun, D., and Thurston, D. L., 2002, “Incorporating Component Reuse, Remanufacture, and Recycle Into Product Portfolio Design,” IEEE Trans. Eng. Manage., 49(4), pp. 479–490. [CrossRef]
Sleigh, S. H., and Barton, C. L., 2010, “Repurposing Strategies for Therapeutics,” Pharm. Med., 24(3), pp. 151–159. [CrossRef]
Pandey, V., and Thurston, D., 2007, “Non-Dominated Strategies for Decision Based Design for Component Reuse,” A Proceedings of ASME DETC2007-35685, Las Vegas NV, pp. 471–481.
“Results of Recycling Economic Information Study for Recycling Market Development Reduce, Reuse, Recycle US EPA,” Available at: http://www.epa.gov/osw/conserve/rrr/rmd/rei-rw/result.htm
“SW-846 Test Methods Wastes US EPA,” Last Accessed Feb. 2012, Available at: http://www.epa.gov/osw/hazard/testmethods/sw846/index.htm
Zhang, H. C., Kuo, T. C., Lu, H., and Huang, S. H., 1997 “Environmentally Conscious Design and Manufacturing: A State-of-the-Art Survey,” J. Manuf. Syst., 16(5), pp. 352–371. [CrossRef]
Hammond, R., Amezquita, T., and Bras, B., 1998, “Issues in the Automotive Parts Remanufacturing Industry: Discussion of Results From Surveys Performed Among Remanufacturers,” Int. J. Eng. Des. Autom., Special Issue on Environmentally Conscious Design and Manufacturing, 4(1), pp. 27–46.
Ochiai, I., 1996, “Environmental Protection in the Electronic and Electrical Industries,” J. Mater. Process. Technol., 59(3), pp. 233–238. [CrossRef]
“Definition of Synthesis—Oxford Dictionaries (British & World English),” last accessed Mar. 2012, Available at: http://oxforddictionaries.com/definition/english/synthesis
Stein, R. S., 1992, “Polymer Recycling: Opportunities and Limitations,” Proc. Natl. Acad. Sci. U.S.A, 89(3), pp. 835–838. [CrossRef] [PubMed]
Ayres, R. U., 1997, “Metals Recycling: Economic & Environmental Implications,” J. Resour. Conserv. Recycl., 21(3), pp. 145–173. [CrossRef]
Gramatyka, P., Nowosielski, R., and Sakiewicz, P., 2007, “Recycling of Waste Electrical and Electronic Equipment,” J. Achiev. Mater. Manuf. Eng., 20(1-2), pp. 535–538.
Atlee, J., and Kirchain, R., 2006, “Operational Sustainability Metrics Assessing Metric Effectiveness in the Context of Electronics-Recycling Systems,” J. Environ. Sci. Technol., ACS Publ., 40(14), pp. 4506–4513. [CrossRef]
Dyllick, T., and Hockerts, K., 2002, “Beyond the Business Case for Corporate Sustainability,” J. Bus. Strategy Environ., 11(2), pp. 130–141. [CrossRef]
Cheng, J. X., 2012, “Product Design Research Based on Sustainable Concept,” Adv. Mater. Res., 479-481, pp. 1070–1073. [CrossRef]
Kara, S., Pornprasitpol, P., and Kaebernick, H., 2005, “A Selective Disassembly Methodology for End-of-Life Products,” J. Assem. Autom., 25(2), pp. 124–134. [CrossRef]
Gonzalez-Torre, B., and Adenso-Diaz, B., 2004, “Optimizing Decision Making at the End of Life of a Product,” Photonics Technologies for Robotics, Automation, and Manufacturing, International Society for Optics and Photonics, 2004, pp. 40–50. [CrossRef]
Lambert, A. J. D., 1999, “Linear Programming in Disassembly/Clustering Sequence Generation,” J. Comput. Ind. Eng., 36(4), pp. 723–738. [CrossRef]
Kwak, M. J., Hong, Y. S., and Cho, N. W., 2009, “Eco-Architecture Analysis for End-of-Life Decision Making,” Int. J. Prod. Res., 47(22), pp. 6233–6259. [CrossRef]
Zwingmann, X., Ait-Kadi, D., Coulibaly, A., and Mutel, B., 2008, “Optimal Disassembly Sequencing Strategy Using Constraint Programming Approach,” J. Qual. Maint. Eng., 14(1), pp. 46–58. [CrossRef]
Kang, C. M., Kwak, M. J., Cho, N. W., and Hong, Y. S., 2008, “An Algorithm for Deriving Transition Matrix Based on Product Architecture,” A Proceedings of ASME, Brooklyn, NY, Paper No. DETC2008-49763, pp. 315–321.
Lambert, A. J. D., 2001, “Automatic Determination of Transition Matrices in Optimal Disassembly Sequence Generation,” Proceedings of the IEEE International Symposium on Assembly and Task Planning, Fukuoka Japan, pp. 220–225.
“Deloitte Sustainability 2.0 Using Sustainability to Drive Business Innovation and Growth Peter Capozucca William Sarni,” Available at: http://www.deloitte.com/view/en_US/us/Insights/Browse-by-Content-Type/deloitte-review/c5852eca57a05310VgnVCM2000001b56f00aRCRD.htm
Pandey, V., and Thurston, D., 2010, “Variability and Component Criticality in Component Reuse and Remanufacturing Systems,” ASME J. Comput. Inf. Sci. Eng., 10(4), p. 041004. [CrossRef]
Gershenson, J. K., Prasad, G. J., and Zhang, Y., 2004, “Product Modularity: Measures and Design Methods,” J. Eng. Des., 15(1), pp. 33–51. [CrossRef]
Schilling, M. A., 2000, “Toward a General Modular Systems Theory and Its Application to Interfirm Product Modularity,” Acad. Manage. Rev., 25(2), pp. 312–334.
Allen, K. R., and Carlson-Skalak, S., 1998, “Defining Product Architecture During Conceptual Design,” A Proceedings of ASME, Atlanta, GA, Paper No. DETC98/DTM-5650.
Ulrich, K. T., and Eppinger, S. D., 2011, Product Design and Development, 5th ed., McGraw-Hill/Irwin, New York.
Fujita, K., and Ishii, K., 1997, “Task Structuring Toward Computational Approaches To Product Variety Design,” Proceedings of the ASME, Sacramento, CA, Paper No. 97DETC/DAC-3766.
Walz, G. A., 1980, “Design Tactics for Optimal Modularity,” A Proceedings of IEEE AUTOTESCON80, Washington, DC, pp. 281–284.
Gershenson, J. K., Prasad, G. J., and Allamneni, S., 1999, “Modular Product Design: A Life-Cycle View,” J. Integr. Des. Process Sci., 3(4), pp. 13–26.
Gershenson, J. K., Prasad, G. J., and Zhang, Y., 2003, “Product Modularity: Definitions and Benefits,” J. Eng. Des., 14(3), pp. 295–313. [CrossRef]
Gershenson, J. K., and Prasad, G. J., 1997, “Modularity in Product Design for Manufacturing,” Int. J. Agile Manuf., 1(1), pp. 99–110.
Zhang, Y., and Gershenson, J. K., 2003, “An Initial Study of Direct Relationships Between Life-Cycle Modularity and Life-Cycle Cost,” Concurr. Eng., 11(2), pp. 121–128. [CrossRef]
Sosale, S., Hashemian, M., and Gu, P., 1997, “Product Modularization for Reuse and Recycling,” A Proceedings of ASME IMECE, Dallas, TX, pp. 195–206.
Suh, N. P., 1984, “Development of the Science Base for the Manufacturing Field Through the Axiomatic Approach,” J. Rob. Comput.-Integr. Manuf., 1(3–4), pp. 397–415. [CrossRef]
Rosen, D. W., 1996, “Design of Modular Product Architectures in Discrete Design Spaces Subject to Life-Cycle Issues,” A proceedings of the ASME, Irvine, CA, Paper No. 96DETC/DAC-1485.
Huang, C. C., and Kusiak, A., 1998, “Modularity in Design of Products and Systems,” IEEE Trans. Syst., Man Cybern., Part A: Syst. Humans, 28(1), pp. 66–77. [CrossRef]
KoestlerA., 1976, The Act of Creation, Hutchinson, London.
Tucker, C., and Kang, S., 2012, “Bisociative Design Framework For Knowledge Discovery Across Seemingly Unrelated Product Domains,” Proceedings of the ASME IDETC/CIE, Chicago, IL, Paper No. DETC2012-70764.
Raibeck, L., Reap, J., and Bras, B., 2009, “Investigating Environmental Burdens and Benefits of Biologically Inspired Self-Cleaning Surfaces,” CIRP J. Manuf. Sci. Technol., 1(4), pp. 230–236. [CrossRef]
Madangopal, R., Khan, Z. A., and Agrawal, S. K., 2004, “Biologically Inspired Design of Small Flapping Wing Air Vehicles Using Four-Bar Mechanisms and Quasi-Steady Aerodynamics,” ASME J. Mech. Des., 127(4), pp. 809–816. [CrossRef]
Nagel, U., Thiel, K., Kötter, T., Piatek, D., and Berthold, M. R., 2011, “Bisociative Discovery of Interesting Relations Between Domains,” Proceedings of the 10th International Conference on Advances in Intelligent Data Analysis X, Springer-Verlag, Berlin, Heidelberg, pp. 306–317.
Tierny, J., Vandeborre, J.-P., and Daoudi, M., 2009, “Partial 3D Shape Retrieval by Reeb Pattern Unfolding,” J. Comput. Graph. Forum, 28(1), pp. 41–55. [CrossRef]
Lee, S. G., Lye, S. W., and Khoo, M. K., 2001, “A Multi-Objective Methodology for Evaluating Product End-of-Life Options and Disassembly,” Int. J. Adv. Manuf. Technol., 18(2), pp. 148–156. [CrossRef]
Johnson, M. R., and Wang, M. H., 1998, “Economical Evaluation of Disassembly Operations for Recycling, Remanufacturing and Reuse,” Int. J. Prod. Res., 36(12), pp. 3227–3252. [CrossRef]
Behdad, S., and Thurston, D., 2012, “Disassembly and Reassembly Sequence Planning Tradeoffs Under Uncertainty for Product Maintenance,” ASME J. Mech. Des., 134(4), p. 041011. [CrossRef]
Remery, M., Mascle, C., and Agard, B., 2012, “A New Method for Evaluating the Best Product End-of-Life Strategy During the Early Design Phase,” J. Eng. Des., 23(6), pp. 419–441. [CrossRef]
Bufardi, A., Gheorghe, R., Kiritsis, D., and Xirouchakis, P., 2004, “Multicriteria Decision-Aid Approach for Product End-of-Life Alternative Selection,” Int. J. Prod. Res., 42(16), pp. 3139–3157. [CrossRef]
Yoon, B., and Park, Y., 2004, “A Text-Mining-Based Patent Network: Analytical Tool for High-Technology Trend,” J. High Technol. Manage. Res., 15(1), pp. 37–50. [CrossRef]
Lee, D., Kim, H., and Kim, J., 2008, “Reverse Logistics: Research Issues and Literature Review,” J. Korean Inst. Ind. Eng., pp.270–288.
Bespalov, D., Regli, W., and Shokoufandeh, A., 2003, “Reeb Graph Based Shape Retrieval for CAD,” Proceedings of ASME, Chicago, IL, Paper No. DETC/CIE-48194.
Doraiswamy, H., and Natarajan, V., 2012, “Computing Reeb Graphs as a Union of Contour Trees,” IEEE Trans. Vis. Comput. Graph., 19(2), pp. 249–262. [CrossRef]
Iyer, N., Jayanti, S., Lou, K., Kalyanaraman, Y., and Ramani, K., 2005, “Three-Dimensional Shape Searching: State-of-the-Art Review and Future Trends,” Comput.-Aided Des., 37(5), pp. 509–530. [CrossRef]
Yan, H.-B., Hu, S.-M., and Martin, R., 2006, “Skeleton-Based Shape Deformation Using Simplex Transformations,” Proceedings of the 24th International Conference on Advances in Computer Graphics, Springer-Verlag, Berlin, Heidelberg, pp. 66–77.
Doraiswamy, H., and Natarajan, V., 2009, “Efficient Algorithms for Computing Reeb Graphs,” J. Comput. Geom., 42(6), pp. 606–616. [CrossRef]
Coustaty, M., Pareti, R., Vincent, N., and Ogier, J.-M., 2011, “Towards Historical Document Indexing: Extraction of Drop Cap Letters,” Int. J. Doc. Anal. Recogn., 14(3), pp. 243–254. [CrossRef]
Pimmler, T. U., and Eppinger, S. D., 1994, “Integration Analysis of Product Decompositions,” Proceedings of ASME DTM, Minneapolis, MN, pp. 343–351.
Landauer, T., 2002, “On the Computational Basis of Learning and Cognition: Arguments From LSA,” J. Psychol. Learn. Motiv., 41, pp. 43–84. [CrossRef]
Rosen, S., 1974, “Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition,” J. Polit. Econ., 82(1), pp. 34–55. [CrossRef]
Mukherjee, A., and Hoyer, W. D., 2001, “The Effect of Novel Attributes on Product Evaluation,” J. Consum. Res., 28(3), pp. 462–72. [CrossRef]
Kim, K., and Chhajed, D., 2000, “Commonality in Product Design: Cost Saving, Valuation Change and Cannibalization,” Eur. J. Oper. Res., 125(3), pp. 602–621. [CrossRef]
Nowlis, S. M., and Simonson, I., 1996, “The Effect of New Product Features on Brand Choice,” J. Mark. Res., 33(1), pp. 36–46. [CrossRef]
Lau Antonio, K. W., Yam, R. C. M., and Tang, E., 2007, “The Impacts of Product Modularity on Competitive Capabilities and Performance: An Empirical Study,” Int. J. Prod. Econ., 105(1), pp. 1–20. [CrossRef]
Korotkov, N., 2010, “Simulated Test Marketing and Its Practical Application in the Russian FMCG Market,” Ph.D. thesis, Oxford Brookes University, Oxford, UK.
Vorasayan, J., and Ryan, S. M., 2006, “Optimal Price and Quantity of Refurbished Products,” J. Prod. Oper. Manage., 15(3), pp. 369–383. [CrossRef]
“Eco-Indicator 99 Impact Assessment Method for LCA PRé Consultants,” Available at: http://www.pre-sustainability.com/content/eco-indicator-99/
Behdad, S., Kwak, M., Kim, H., and Thurston, D., 2010, “Simultaneous Selective Disassembly and End-of-Life Decision Making for Multiple Products That Share Disassembly Operations,” ASME J. Mech. Des., 132(4), pp. 313–321. [CrossRef]
Frazier, T. G., 1990, “White Board Eraser,” U.S. Patent No. 4,937,910.
Chatterjee, M., Bristol, P., Odell, D., Fisher, S., and McLoone, H., 2011, “Ergonomic Computer Mouse,” U.S. Patent No. 7,948,474.
“Robot Kitchen: Android Ready to Invade Your Home Android and Me,” Available at: http://androidandme.com/2010/01/news/robot-kitchen-android-ready-to-invade-your-home/
Monteiro, M., Moreira, D., Chinelatto, M., Nascente, P., and Alcântara, N., 2007, “Characterization and Recycling of Polymeric Components Present in Cell Phones,” J. Polym. Environ., 15(3), pp. 195–199. [CrossRef]


Grahic Jump Location
Fig. 6

Reeb graph comparison on increasing level set values (z-axis) for different configurations

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Fig. 5

Reeb graph computation for estimation of form similarity between combinations of assemblies and subassemblies

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Fig. 1

Overall EOL methodology incorporating product resynthesis in sustainable product design

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Fig. 2

Sample product database consisting of form and function data

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Fig. 3

(a) Assembly of ABC, (b) correlation triangle, (c) subassembly possibilities for ABC, and (d) transition matrix for ABC

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Fig. 4

Reeb graph sample visualization [58]

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Fig. 10

Example of low form, high function

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Fig. 11

Example of high form, high function

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Fig. 8

Example of a candidate for resynthesis

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Fig. 9

Example of low form, low function similarity

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Fig. 7

Form–function similarity graph

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Fig. 14

Illustration of reeb graph overlaid in mouse component AC and eraser head A′

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Fig. 12

Electronic computer mouse and white board eraser

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Fig. 13

(a) 3D mesh of base and microchip and (b) 3D model of the outer casing

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Fig. 15

Plot of function versus form from Table 9

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Fig. 16

Schematic and possible final assembly based on product resynthesis



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