Fuzzy AHP Approach for Analysing Risk Rating of Environmentally Friendly Product Designs

This chapter presents a model that integrates fuzzy logic and analytic hierarchy process (AHP) for the selection of green product designs. Life cycle assessment (LCA) is a methodology commonly utilised to analyse the environmental impacts of a product from its origin (i.e. raw materials) to its end-of-life. LCA is a popular and comprehensive tool to accomplish the objective. Please refer to Appendix 1 for an introduction of LCA. Two common critiques of LCA lie in its non-consideration of “uncertainty” when evaluating alternative designs and its time-consuming data collection process as well as in its subsequent analysis. The former limitation is particularly important in the design stage as the final options are not well defined, whereas the latter requires substantial resources and expertise. This chapter proposes an approach that blends structured LCA with fuzzy AHP (FAHP). In doing so, some of the disadvantages of LCA can be remedied, and this provides a practical tool for performing LCA. The result is a tool that is easy to use by practitioners to obtain valuable information for evaluating various product designs and particularly useful in the early stages of design when different options can be evaluated and be screened out.

[1]  Joseph Sarkis,et al.  Evaluating environmentally conscious business practices , 1998, Eur. J. Oper. Res..

[2]  Gjalt Huppes,et al.  Life cycle assessment: past, present, and future. , 2011, Environmental science & technology.

[3]  Joseph Sarkis A STRATEGIC DECISION FRAMEWORK FOR GREEN SUPPLY CHAIN MANAGEMENT , 2003 .

[4]  Arun Kanda,et al.  Coordination in supply chains: an evaluation using fuzzy logic , 2007 .

[5]  Hing Kai Chan,et al.  Environmental impact of two electrical products with reference to the energy-using products directive , 2012 .

[6]  Yi Kang,et al.  Green rationality evaluation of degradable packaging based on LCA and fuzzy AHP , 2010, 2010 IEEE 17Th International Conference on Industrial Engineering and Engineering Management.

[7]  J. Fava,et al.  Life‐Cycle Assessment Practitioner Survey: Summary of Results , 2006 .

[8]  Louis Y.Y. Lu,et al.  Environmental principles applicable to green supplier evaluation by using multi-objective decision analysis , 2007 .

[9]  P. Rao,et al.  Do green supply chains lead to competitiveness and economic performance , 2005 .

[10]  Hing Kai Chan,et al.  An Extended Fuzzy-AHP Approach for the Evaluation of Green Product Designs , 2013, IEEE Transactions on Engineering Management.

[11]  Roberto Sarmiento,et al.  Identifying improvement areas when implementing green initiatives using a multitier AHP approach , 2010 .

[12]  Hing Kai Chan,et al.  Life cycle assessment of two personal electronic products—a note with respect to the energy-using product directive , 2009 .

[13]  A. Rizzi,et al.  A fuzzy TOPSIS methodology to support outsourcing of logistics services , 2006 .

[14]  Hideki Kobayashi,et al.  Strategic evolution of eco-products: a product life cycle planning methodology , 2005 .

[15]  İrfan Ertuğrul,et al.  Comparison of fuzzy AHP and fuzzy TOPSIS methods for facility location selection , 2008 .

[16]  Seppo Junnila,et al.  Life cycle management of energy-consuming products in companies using IO-LCA , 2008 .

[17]  Gwo-Hshiung Tzeng,et al.  Fuzzy MCDM approach for planning and design tenders selection in public office buildings , 2004 .

[18]  María D. Bovea,et al.  The influence of impact assessment methods on materials selection for eco-design , 2006 .

[19]  J. Buckley,et al.  Fuzzy hierarchical analysis , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[20]  Amy J. C. Trappey,et al.  An eco- and inno-product design system applying integrated and intelligent qfde and triz methodology , 2011 .

[21]  Joseph Sarkis,et al.  RELATIONSHIPS BETWEEN OPERATIONAL PRACTICES AND PERFORMANCE AMONG EARLY ADOPTERS OF GREEN SUPPLY CHAIN MANAGEMENT PRACTICES IN CHINESE MANUFACTURING ENTERPRISES , 2004 .

[22]  Youyin Jing,et al.  Applying LCA and fuzzy AHP to evaluate building energy conservation , 2011 .

[23]  Fritz Klocke,et al.  Evaluating alternative production cycles using the extended fuzzy AHP method , 1997, Eur. J. Oper. Res..

[24]  Pin-Yu Chu,et al.  A fuzzy AHP application in government-sponsored R&D project selection☆ , 2008 .

[25]  F. Chan,et al.  Global supplier development considering risk factors using fuzzy extended AHP-based approach , 2007 .

[26]  Ignacio E. Grossmann,et al.  Computers and Chemical Engineering , 2014 .

[27]  Hing Kai Chan,et al.  A life-cycle assessment for eco-redesign of a consumer electronic product , 2011 .

[28]  François Maréchal,et al.  Systematic integration of LCA in process systems design: Application to combined fuel and electricity production from lignocellulosic biomass , 2011, Comput. Chem. Eng..

[29]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[30]  K. B. Chuah,et al.  Evaluation of Eco Design Alternatives using Fuzzy AHP Methodology , 2010 .

[31]  Xiaojun Wang,et al.  A fuzzy enabled model for aggregative food safety risk assessment in food supply chains , 2012 .

[32]  W. Pedrycz,et al.  A fuzzy extension of Saaty's priority theory , 1983 .

[33]  J. R. Carter,et al.  Interorganizational determinants of environmental purchasing: Initial evidence from the consumer products industries , 1998 .

[34]  Pinar Erol,et al.  ECO-design of reuse and recycling networks by multi-objective optimization , 2005 .