Research Papers

Development of Product Recyclability Index Utilizing Design for Assembly and Disassembly Principles

[+] Author and Article Information
Darshan P. Yadav

Department of Mechanical and
Aerospace Engineering,
Florida Institute of Technology,
Melbourne, FL 32901
e-mail: yadavd2015@my.fit.edu

Deep N. Patel

Department of Mechanical and
Aerospace Engineering,
Florida Institute of Technology,
Melbourne, FL 32901
e-mail: deep@my.fit.edu

Beshoy W. Morkos

Department of Mechanical and
Aerospace Engineering,
Florida Institute of Technology,
Melbourne, FL 32901
e-mail: bmorkos@fit.edu

1Corresponding author.

Manuscript received July 25, 2017; final manuscript received October 25, 2017; published online January 3, 2018. Assoc. Editor: Karl R. Haapala.

J. Manuf. Sci. Eng 140(3), 031015 (Jan 03, 2018) (13 pages) Paper No: MANU-17-1474; doi: 10.1115/1.4038515 History: Received July 25, 2017; Revised October 25, 2017

Designing products for recyclability is driven by environmental and economic goals. Several design for assembly (DFA) rules and parameters can be used to gauge the recyclability index of product designs. These indices can be used for comparative analysis of the recyclability of different products. This assists the designer in making design choices related to the product's end of life. However, many of the existing recyclability indices are only available after design and manufacturing decisions are made. If such design decisions could be made earlier in the design process, when the design space is less bound, recyclability could be considered earlier. A case study is performed to determine if DFA parameters could be utilized to determine product recyclability. The parameters were obtained from existing DFA time estimate tables. The results of the study indicated that the recyclability of the product, as defined by established recyclability metrics, could be predicted through DFA measures. A negative correlation was realized between recyclability and insertion time. Components that required greater time to mate during assembly adversely affected the recyclability of the product. Conversely, handing time was found to have no predictive capability on product recyclability. These findings are used to develop a recyclability index that utilizes the DFA measures, allowing designers and engineers to determine recyclability earlier in the design process.

Copyright © 2018 by ASME
Topics: Manufacturing , Design
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Villalba, G. , Segarra, M. , Chimenos, J. M. , and Espiell, F. , 2004, “Using the Recyclability Index of Materials as a Tool for Design for Disassembly,” Ecol. Econ., 50(3–4), pp. 195–200. [CrossRef]
Hagelüken, C. , and Corti, C. W. , 2010, “Recycling of Gold From Electronics: Cost-Effective Use Through ‘Design for Recycling’,” Gold Bull., 43(3), pp. 209–220. [CrossRef]
Fegade, V. , Shrivatsava, R. L. , and Kale, A. V. , 2015, “Design for Remanufacturing: Methods and Their Approaches,” Mater. Today Proc., 2(4–5), pp. 1849–1858. [CrossRef]
Arain, M. B. , Kazi, T. G. , Jamali, M. K. , Jalbani, N. , Afridi, H. I. , and Shah, A. , 2008, “Total Dissolved and Bioavailable Elements in Water and Sediment Samples and Their Accumulation in Oreochromis Mossambicus of Polluted Manchar Lake,” Chemosphere, 70(10), pp. 1845–1856. [CrossRef] [PubMed]
Vincent Wang, X. , Lopez N, B. N. , Ijomah, W. , Wang, L. , and Li, J. , 2015, “A Smart Cloud-Based System for the WEEE Recovery/Recycling,” ASME J. Manuf. Sci. Eng., 137(6), p. 061010. [CrossRef]
Xia, K. , Gao, L. , Wang, L. , Li, W. , and Chao, K.-M. , 2015, “A Semantic Information Services Framework for Sustainable WEEE Management Toward Cloud-Based Remanufacturing,” ASME J. Manuf. Sci. Eng., 137(6), p. 061011. [CrossRef]
Aluminum Association, 2011, “Aluminum: The Element of Sustainability,” Aluminum Association, Arlington County, VA, A North American Aluminum Industry Sustainability Report. http://www.aluminum.org/sites/default/files/Aluminum_The_Element_of_Sustainability.pdf
US EPA, 2017, “Advancing Sustainable Materials Management: Facts and Figures,” United States Environmental Protection Agency, Washington, DC, Report. https://www.epa.gov/smm/advancing-sustainable-materials-management-facts-and-figures-report
Ilgin, M. A. , and Taşoğlu, G. T. , 2016, “Simultaneous Determination of Disassembly Sequence and Disassembly-to-Order Decisions Using Simulation Optimization,” ASME J. Manuf. Sci. Eng., 138(10), p. 101012. [CrossRef]
Das, S. K. , and Naik, S. , 2002, “Process Planning for Product Disassembly,” Int. J. Prod. Res., 40(6), pp. 1335–1355. [CrossRef]
Soh, S. L. , Ong, S. K. , and Nee, A. Y. C. , 2015, “Application of Design for Disassembly From Remanufacturing Perspective,” Procedia CIRP, 26, pp. 577–582. [CrossRef]
Mule, J. Y. , 2012, “Design for Disassembly Approaches on Product Development,” Int. J. Sci. Eng. Res., 3(6), pp. 996–1000. https://www.ijser.org/onlineResearchPaperViewer.aspx?Design-for-Disassembly-Approaches-on-Product-Development.pdf
Dowie, T. , and Simon, M. , 1994, “Guidelines for Designing for Disassembly and Recycling,” Manchester Metropolitan University, Manchester, UK.
Desai, A. , and Mital, A. , 2003, “Evaluation of Disassemblability to Enable Design for Disassembly in Mass Production,” Int. J. Ind. Ergon., 32(4), pp. 265–281. [CrossRef]
Johnson, M. R. , 1994, “A Methodology for Planning of Product Disassembly for Recycling, Remanufacturing and Reuse,” Master's thesis, University of Windsor, Windsor, ON, Canada http://scholar.uwindsor.ca/etd/660/.
Duflou, J. R. , Willems, B. , and Dewulf, W. , 2006, “Towards Self-Disassembling Products Design Solutions for Economically Feasible Large-Scale Disassembly,” Innovation in Life Cycle Engineering and Sustainable Development, Springer, Dordrecht, The Netherlands, pp. 87–110. [CrossRef]
Penev, K. D. , 1996, “Design of Disassembly Systems: A Systematic Approach,” Doctoral thesis, Technische Universiteit Eindhoven, Eindhoven, The Netherlands. https://pure.tue.nl/ws/files/1429390/460691.pdf
Nevins, J. L. , and Whitney, D. E. , 1989, Concurrent Design of Products and Processes: A Strategy for the Next Generation in Manufacturing, McGraw-Hill, New York.
Chen, K.-Z. , 2001, “Development of Integrated Design for Disassembly and Recycling in Concurrent Engineering,” Integr. Manuf. Syst., 12(1), pp. 67–79. [CrossRef]
Boothroyd, G. , 1987, “Design for Assembly—The Key to Design for Manufacture,” Int. J. Adv. Manuf. Technol., 2(3), pp. 3–11. [CrossRef]
Andreasen, M. M. , Kähler, S. , and Lund, T. , 1988, “Design for Assembly,” IFS, Bedford, UK.
James, B. D. , Spisak, A. B. , and Colella, W. G. , 2014, “Design for Manufacturing and Assembly Cost Estimate Methodology for Transportation Fuel Cell Systems,” ASME J. Manuf. Sci. Eng., 136(2), p. 024503. [CrossRef]
Swift, K. G. , 1981, Design for Assembly Handbook, Salford University, Salford, UK.
Mathieson, J. L. , Wallace, B. A. , and Summers, J. D. , 2013, “Assembly Time Modelling Through Connective Complexity Metrics,” Int. J. Comput. Integr. Manuf., 26(10), pp. 955–967. [CrossRef]
Dewhurst, P. , and Boothroyd, G. , 1987, “Design for Assembly in Action,” Assem. Eng., 30(1), pp. 64–68.
Warnecke, H. J. , and Bässler, R. , 1988, “Design for Assembly—Part of the Design Process,” CIRP Ann. Technol., 37(1), pp. 1–4. [CrossRef]
Burke, G. J. , and Carlson, J. B. , 1989, “DFA at Ford Motor Company,” Fourth International Conference on Product Design for Manufacture and Assembly, Newport, RI, June 5–6.
Kerr, W. , and Ryan, C. , 2001, “Eco-Efficiency Gains From Remanufacturing: A Case Study of Photocopier Remanufacturing at Fuji Xerox Australia,” J. Clean. Prod., 9(1), pp. 75–81. [CrossRef]
Miyakawa, S. , and Ohashi, T. , 1986, “The Hitachi Assemblability Evaluation Method (AEM),” International Conference on Product Design for Assembly, Newport, RI, Apr. 15–17, pp. 15–17.
Hatcher, G. D. , Ijomah, W. L. , and Windmill, J. F. C. , 2013, “Design for Remanufacturing in China: A Case Study of Electrical and Electronic Equipment,” J. Remanufacturing, 3(1), p. 1. https://www.econstor.eu/handle/10419/108896
Kirkland, C. , 1988, “Meet Two Architects of Design-Integrated Manufacturing,” Plast. World, 46(12), pp. 44–45.
Tatikonda, M. V. , 1994, “Design for Assembly: A Critical Methodology for Product Reengineering and New Product Development,” Prod. Invent. Manag. J., 35(1), p. 31. http://home.kelley.iupui.edu/tatikond/webpage/Publications/G_Design%20for%20assembly_A%20critical%20methodology%20for%20product%20reengineering%20and%20new%20product%20development.pdf
Boothroyd, G. , and Dewhurst, P. , 1983, Design for Assembly Handbook, University of Massachusetts, Amherst, MA.
Seaver, W. B. , 1994, “Design Considerations for Remanufacturability, Recyclability and Reusability of User Interface Modules,” IEEE International Symposium on Electronics and the Environment (ISEE), San Francisco, CA, May 2–4, pp. 241–245.
Sundin, E. , Bjorkman, M. , and Jacobsson, N. , 2000, “Analysis of Service Selling and Design for Remanufacturing,” IEEE International Symposium on Electronics and the Environment (ISEE), San Francisco, CA, May 10, pp. 272–277.
Sheng, P. , and Hertwich, E. , 1998, “Indices for Comparative Waste Assessment in Environmentally-Conscious Manufacturing,” ASME J. Manuf. Sci. Eng., 120(1), pp. 129–140. [CrossRef]
Simon, M. , 1993, “Objective Assessment of Design for Recycling,” Ninth International Conference on Engineering Design (ICED 93), Hague, The Netherlands, Aug. 17–19, pp. 832–835.
Bebb, H. B. , 1990, “Implementation of Concurrent Engineering Practices,” Concurrent Engineering Design Conference Proceedings.
Dewhurst, P. , 1993, “Product Design for Manufacture-Design for Disassembly,” Ind. Eng., 25(9), pp. 26–28.
Zandin, K. B. , 2002, MOST Work Measurement Systems, CRC Press, Boca Raton, FL.
Patil, S. S. , Shinde, B. M. , Katikar, R. S. , and Kavade, M. V. , 2004, “MOST an Advanced Technique to Improve Productivity,” National Conference on Recent Trends in CAD/CAM/CAE (NCRTC-2004), Urun Islampur, India, June 23, pp. 12–18. http://www.bvucoepune.edu.in/pdf%27s/Research%20and%20Publication/Research%20Publications_2004-05/National%20Conference_2004-05/MOST%20An%20Advance%20Prof%20S%20S%20Patil.pdf
Dowie, T. , and Kelly, P. , 1994, “Estimation of Disassembly Times,” Manchester Metropolitan University, Manchester, UK, Technical Report No. DDR/TR15.
Bras, B. , and Emblemsvåg, J. , 1996, “Activity-Based Costing and Uncertainty in Designing for the Life-Cycle,” Design for X: Concurrent engineering imperatives, Springer, Dordrecht, The Netherlands, pp. 398–423. [CrossRef]
Chiodo, J. , 2005, “Design for Disassembly Guidelines,” Act. Disassem. Res., 2(1), pp. 29–37. http://www.engen.org.au/index_htm_files/DFD-guidelines.pdf
Iakovou, E. , Moussiopoulos, N. , Xanthopoulos, A. , Achillas, C. , Michailidis, N. , Chatzipanagioti, M. , Koroneos, C. , Bouzakis, K. D. , and Kikis, V. , 2009, “A Methodological Framework for End-of-Life Management of Electronic Products,” Resour. Conserv. Recycl., 53(6), pp. 329–339. [CrossRef]
Smith, S. , Hsu, L. Y. , and Smith, G. C. , 2016, “Partial Disassembly Sequence Planning Based on Cost-Benefit Analysis,” J. Clean. Prod., 139, pp. 729–739. [CrossRef]
Dombrowski, U. , Schmidt, S. , and Schmidtchen, K. , 2014, “Analysis and Integration of Design for X Approaches in Lean Design as Basis for a Lifecycle Optimized Product Design,” Procedia CIRP, 15, pp. 385–390. [CrossRef]
Holt, R. , and Barnes, C. , 2010, “Towards an Integrated Approach to ‘Design for X’: An Agenda for Decision-Based DFX Research,” Res. Eng. Des., 21(2), pp. 123–136. [CrossRef]
Dombrowski, U. , and Schmidt, S. , 2013, “Integration of Design for X Approaches in the Concept of Lean Design to Enable a Holistic Product Design,” IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Bangkok, Thailand, Dec. 10–13, pp. 1515–1519.
Freedman, D. A. , 2009, Statistical Models: Theory and Practice, Cambridge University Press, Cambridge, UK. [CrossRef]
Slinker, B. K. , and Glantz, S. A. , 2008, “Multiple Linear Regression,” Circulation, 117(13), pp. 1732–1737. [CrossRef] [PubMed]
Schroeder, L. D. , Sjoquist, D. L. , and Stephan, P. E. , 2016, Understanding Regression Analysis: An Introductory Guide, Sage Publications, Thousand Oaks, CA.
Li, Z. , He, J. , Lai, X. , Huang, Y. , Zhou, T. , Vatankhah Barenji, A. , and Wang, W. M. , 2017, “Evaluation of Product Recyclability at the Product Design Phase: A Time-Series Forecasting Methodology,” Int. J. Comput. Integr. Manuf., epub.
Romdhane, M. S. B. , Madisetti, V. K. , and Hines, J. W. , 1996, “Design for Reuse,” Quick-Turnaround ASIC Design in VHDL, Springer, Boston, MA, pp. 49–85.


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Fig. 1

Product life-cycle phases [35]

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Fig. 2

Integration model for DfX into lean design [49]

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Fig. 3

Disassembled 3D printer head

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Fig. 4

Disassembled alarm siren

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Fig. 7

Two-dimensional plot of recyclability index versus Iaccessibility and Iresistance

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Fig. 8

Three-dimensional plot of observed and predicted recyclability indices




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