Evaluation of Design Alternatives' Environmental Performance Using AHP and ER Approaches

This paper proposes an approach to evaluate the environmental performance of design alternatives during new product development (NPD) processes. The use of multiple criteria decision making (MCDM) approaches with life cycle assessment (LCA) methodology to evaluate design alternatives' environmental performance during NPD processes is first discussed. The proposed approach integrates an analytic hierarchy process (AHP) with evidential reasoning (ER) in the environmental performances evaluation and prioritization of different design options. A case study is described to illustrate the use of the proposed method.

[1]  Paul Knight,et al.  Adopting and applying eco-design techniques: a practitioners perspective , 2009 .

[2]  Dominique Millet,et al.  Does the potential of the use of LCA match the design team needs , 2007 .

[3]  Jian-Bo Yang,et al.  On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty , 2002, IEEE Trans. Syst. Man Cybern. Part A.

[4]  T. Saaty Fundamentals of Decision Making and Priority Theory With the Analytic Hierarchy Process , 2000 .

[5]  Jian-Bo Yang,et al.  Interval efficiency assessment using data envelopment analysis , 2005, Fuzzy Sets Syst..

[6]  Göran Finnveden,et al.  On the limitations of life cycle assessment and environmental systems analysis tools in general , 2000 .

[7]  Anna Björklund,et al.  Survey of approaches to improve reliability in lca , 2002 .

[8]  Jian-Bo Yang,et al.  Evidential reasoning based preference programming for multiple attribute decision analysis under uncertainty , 2007, Eur. J. Oper. Res..

[9]  Glenn Shafer,et al.  A Mathematical Theory of Evidence , 2020, A Mathematical Theory of Evidence.

[10]  Jian-Bo Yang,et al.  Group-based ER-AHP system for product project screening , 2008, Expert Syst. Appl..

[11]  Mattias Lindahl,et al.  Engineering designers’ experience of design for environment methods and tools : Requirement definitions from an interview study , 2006 .

[12]  Massimo Tronci,et al.  Analytic Hierarchy Process of PILOT Eco-Design framework , 2011 .

[13]  M. Singh,et al.  An Evidential Reasoning Approach for Multiple-Attribute Decision Making with Uncertainty , 1994, IEEE Trans. Syst. Man Cybern. Syst..

[14]  Hing Kai Chan,et al.  An AHP model for selection of suppliers in the fast changing fashion market , 2010 .

[15]  Jean Dezert,et al.  AHP and uncertainty theories for decision making using the ER-MCDA methodology , 2011 .

[16]  M. Goedkoop,et al.  The Eco-indicator 99, A damage oriented method for Life Cycle Impact Assessment , 1999 .

[17]  Ming-Shin Kuo,et al.  Optimal location selection for an international distribution center by using a new hybrid method , 2011, Expert Syst. Appl..

[18]  Metin Da ˘ gdeviren A hybrid multi-criteria decision-making model for personnel selection in manufacturing systems , 2010 .

[19]  Xuan Li,et al.  Weapon System Capability Assessment under uncertainty based on the evidential reasoning approach , 2011, Expert Syst. Appl..

[20]  Jian-Bo Yang,et al.  The evidential reasoning approach for multiple attribute decision analysis using interval belief degrees , 2006, Eur. J. Oper. Res..

[21]  Metin Dagdeviren,et al.  A hybrid multi-criteria decision-making model for personnel selection in manufacturing systems , 2010, J. Intell. Manuf..

[22]  M. Bohanec,et al.  The Analytic Hierarchy Process , 2004 .

[23]  Mark A. J. Huijbregts,et al.  Framework for modelling data uncertainty in life cycle inventories , 2001 .

[24]  K. B. Chuah,et al.  Effect of Material Selection on the Life Cycle Assessment of Environmental Impact , 2011 .

[25]  Arthur P. Dempster,et al.  Upper and Lower Probabilities Induced by a Multivalued Mapping , 1967, Classic Works of the Dempster-Shafer Theory of Belief Functions.