Integrated multiphase sustainable product design with a hybrid quality function deployment – multi-attribute decision-making (QFD-MADM) framework

Abstract With quality function deployment (QFD) as its basis, the product design team is instrumental in promoting sustainability by incorporating relevant requirements in the early stages of the design process. The domain literature, however, contains significant gaps, especially for food products. First, the current literature fails to consider the requirements of all relevant stakeholders, which are crucial to sustainability. Second, while some offer various models of fuzzy QFD – multiple-attribute decision-making (QFD-MADM), they fail to comprehensively address the underlying interdependencies of decision parameters in the QFD. Furthermore, the majority of the works on QFD-MADM limit themselves to product planning while losing control over other subsequent phases of product development. Thus, this work attempts to advance these gaps by proposing an integrated multiphase fuzzy QFD-MADM framework that combines QFD, analytic hierarchy process (AHP), decision-making trial and evaluation laboratory (DEMATEL), and analytic network process (ANP) along with fuzzy set theory. A case study in a Philippine meat processing industry was implemented to demonstrate the proposed approach. The results of the case study show the crucial decision parameters for all phases, which would serve as inputs to design teams. Unlike previous models, the proposed framework preserves the transition of the priorities flow along with all four phases of product development. Thus, the stakeholder requirements are integrated into all product development stages, which is a strong indication that these requirements are addressed in each phase. Also, the proposed framework ensures that the uncertainty and the underlying complexities of interdependencies among decision parameters of the four phases of product design and development are addressed. The proposed framework contributes to sustainable product design literature in a manner that is comprehensive and analytical.

[1]  Ole Jørgen Hanssen,et al.  Combining REACH, environmental and economic performance indicators for strategic sustainable product development , 2012 .

[2]  D. Chang Applications of the extent analysis method on fuzzy AHP , 1996 .

[3]  Ching-Jong Liao,et al.  Multi-attribute approach to sustainable supply chain management under uncertainty , 2016, Ind. Manag. Data Syst..

[4]  Peter Hills,et al.  Interdisciplinarity in Sustainability Studies: A Review , 2014 .

[5]  Geoffrey P. Hammond,et al.  Science, sustainability and the establishment in a technological age , 2004 .

[6]  Jacques Viaene,et al.  Quality function deployment in the chocolate industry , 1999 .

[7]  Rodrigo Lozano,et al.  Towards better embedding sustainability into companies’ systems: an analysis of voluntary corporate initiatives , 2012 .

[8]  Raymond R. Tan,et al.  A Group Fuzzy Analytic Network Process to Prioritize Low Carbon Energy Systems in the Philippines , 2014 .

[9]  D. K. Pal,et al.  Rapid tooling route selection for metal casting using QFD–ANP methodology , 2007, Int. J. Comput. Integr. Manuf..

[10]  Monique L. French Improving sustainability through effective reuse of product returns: minimizing waste in a batch blending process environment , 2008 .

[11]  C. Herrmann,et al.  Eco-voice of consumer (VOC) on QFD , 2003, 2003 EcoDesign 3rd International Symposium on Environmentally Conscious Design and Inverse Manufacturing.

[12]  Koen Dewettinck,et al.  Consumer-driven product development and improvement combined with sensory analysis: a case-study for European filled chocolates , 2015 .

[13]  G. Reiner,et al.  Sustainable Global Agrifood Supply Chains: Exploring the Barriers , 2017 .

[14]  Liang-Hsuan Chen,et al.  Fuzzy linear programming models for new product design using QFD with FMEA , 2009 .

[15]  Tomohiko Sakao,et al.  Uncovering differences and similarities among quality function deployment-based methods in Design for X: Benchmarking in different domains , 2017 .

[16]  Wayne Martindale,et al.  The impact of food processing on the sustainability of the food supply chain , 2010 .

[17]  Stefan Seuring,et al.  Determinants of a sustainable new product development , 2014 .

[18]  Taioun Kim,et al.  Product family design based on analytic network process , 2010, The 40th International Conference on Computers & Indutrial Engineering.

[19]  M. Franssen Arrow’s theorem, multi-criteria decision problems and multi-attribute preferences in engineering design , 2005 .

[20]  Liang-Hsuan Chen,et al.  Approach based on fuzzy goal programing and quality function deployment for new product planning , 2017, Eur. J. Oper. Res..

[21]  Y. Zhang,et al.  Green QFD-II: A life cycle approach for environmentally conscious manufacturing by integrating LCA and LCC into QFD matrices , 1999 .

[22]  James J. Buckley,et al.  Fuzzy hierarchical analysis: the Lambda-Max method , 2001, Fuzzy Sets Syst..

[23]  Mohammed Quaddus,et al.  A multi-phased QFD based optimization approach to sustainable service design , 2016 .

[24]  C. Noble,et al.  Beyond form and function: Why do consumers value product design? , 2016 .

[25]  Srikanth Devanathan,et al.  Integration of Sustainability Into Early Design Through the Function Impact Matrix , 2010 .

[26]  Rainer Stark,et al.  Design and Manufacturing of a Sustainable Pedelec , 2015 .

[27]  Chi-Jen Lin,et al.  A causal analytical method for group decision-making under fuzzy environment , 2008, Expert Syst. Appl..

[28]  Tomohiko Sakao,et al.  A QFD-centred design methodology for environmentally conscious product design , 2007 .

[29]  F. Kimura,et al.  Systematization of product life cycle technology utilizing the QFD method , 2003, 2003 EcoDesign 3rd International Symposium on Environmentally Conscious Design and Inverse Manufacturing.

[30]  J. Foster Why Ecological Revolution , 2010 .

[31]  Fouzia Baki,et al.  A framework for integration of sustainability issues into traditional product design process. , 2007 .

[32]  Gerald W. Evans,et al.  Fuzzy multicriteria models for quality function deployment , 2000, Eur. J. Oper. Res..

[33]  Jiunn-I Shieh,et al.  Integration of environmental considerations in quality function deployment by using fuzzy logic , 2009, Expert Syst. Appl..

[34]  A. Gunasekaran,et al.  Sustainable supply management: An empirical study , 2012, ECIS 2012.

[35]  S. Vinodh,et al.  Integration of ECQFD and LCA for sustainable product design , 2010 .

[36]  Salla Lind,et al.  Types and sources of fatal and severe non-fatal accidents in industrial maintenance , 2008 .

[37]  P. Malliga,et al.  Supplier Selection based on AHP QFD Methodology , 2013 .

[38]  Liang-Hsuan Chen,et al.  Fuzzy approaches to quality function deployment for new product design , 2009, Fuzzy Sets Syst..

[39]  Amy H. I. Lee,et al.  An evaluation framework for product planning using FANP, QFD and multi-choice goal programming , 2010 .

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

[41]  F. A. Lootsma,et al.  Multicriteria decision analysis with fuzzy pairwise comparisons , 1989 .

[42]  Jelena V. Vlajic,et al.  A framework for designing robust food supply chains , 2012, International Journal of Production Economics.

[43]  C. Makatsoris,et al.  An Open Innovation Framework for collaborative food product design & manufacturing , 2016 .

[44]  Mohammad Valipour,et al.  Future of agricultural water management in Africa , 2015 .

[45]  M. Valipour,et al.  Comparison of the ARMA, ARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir , 2013 .

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

[47]  Mansour Rahimi,et al.  Integrating Design for Environment (DfE) Impact Matrix into Quality Function Deployment (QFD) Process , 2002 .

[48]  Paulo Augusto Cauchick Miguel,et al.  Application of Quality Function Deployment for the development of an organic product , 2015 .

[49]  Liang-Hsuan Chen,et al.  Fuzzy linear programming models for NPD using a four-phase QFD activity process based on the means-end chain concept , 2010, Eur. J. Oper. Res..

[50]  N. H. Mermelstein,et al.  Responding to customer requirements for improved frying system performance , 1995 .

[51]  Lanndon A. Ocampo,et al.  A Sustainable Manufacturing Strategy from Different Strategic Responses under Uncertainty , 2015 .

[52]  Predrag Pudja,et al.  Application of quality function deployment on shelf-life analysis of Agaricus bisporus Portobello , 2017 .

[53]  Shu Yamada,et al.  Application of QFDE on greenhouse gas reduction strategy , 2011 .

[54]  Stefan Seuring,et al.  Sustainable supply chain management practices and dynamic capabilities in the food industry: A critical analysis of the literature , 2014 .

[55]  Kouroush Jenab,et al.  Integration of AHP-QFD for selecting facility location , 2015 .

[56]  E. Ertugrul Karsak,et al.  A QFD-based fuzzy MCDM approach for supplier selection , 2013 .

[57]  John Elkington,et al.  Partnerships from cannibals with forks: The triple bottom line of 21st‐century business , 1998 .

[58]  Paulo Augusto Cauchick Miguel,et al.  Review, analysis and classification of the literature on QFD—Types of research, difficulties and benefits , 2008 .

[59]  Hao-Tien Liu,et al.  The extension of fuzzy QFD: From product planning to part deployment , 2009, Expert Syst. Appl..

[60]  Feng Chu,et al.  Recent advances and opportunities in sustainable food supply chain: a model-oriented review , 2018, Int. J. Prod. Res..

[61]  A. Soeprijanto,et al.  Application of quality function deployment for halal food products , 2017, 2017 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM).

[62]  Ludmil Mikhailov,et al.  Evaluation of services using a fuzzy analytic hierarchy process , 2004, Appl. Soft Comput..

[63]  Louis Cohen,et al.  Quality Function Deployment: How to Make QFD Work for You , 1995 .

[64]  C. H. Yeh,et al.  Integration of four-phase QFD and TRIZ in product R&D: a notebook case study , 2011 .

[65]  Hing Kai Chan,et al.  Sustainable food supply chain management , 2014 .

[66]  S. Feng,et al.  Categorization of indicators for sustainable manufacturing , 2013 .

[67]  A. K. Kulatunga,et al.  Sustainable Manufacturing based Decision Support Model for Product Design and Development Process , 2015 .

[68]  Paulo Augusto Cauchick Miguel,et al.  Eco-design methods for developing new products based on QFD: a literature analysis , 2011 .

[69]  Gülçin Büyüközkan,et al.  A new hesitant fuzzy QFD approach: An application to computer workstation selection , 2016, Appl. Soft Comput..

[70]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[71]  Marco Benner,et al.  Consumer-driven food product development , 2006 .

[72]  Marc J. Epstein,et al.  Solving the sustainability implementation challenge , 2010 .

[73]  A. M. Diederen,et al.  Scarcity of minerals. A strategic security issue , 2009 .

[74]  Nantawan Therdthai,et al.  Gold kiwifruit leather product development using Quality function deployment approach , 2010 .

[75]  Sunny Ham,et al.  How to improve the promotion of Korean beef barbecue, bulgogi, for international customers. An application of quality function deployment , 2012, Appetite.

[76]  Andreas R. Köhler,et al.  Material Scarcity: A Reason for Responsibility in Technology Development and Product Design , 2013, Sci. Eng. Ethics.

[77]  Matthijs Dekker,et al.  Quality function deployment in the food industry: a review , 2000 .

[78]  M. M. E. Alemany,et al.  Conceptual framework for designing agri-food supply chains under uncertainty by mathematical programming models , 2018, Int. J. Prod. Res..

[79]  S. N. Musa,et al.  Development of Sustainable Manufacturing Performance Evaluation Expert System for Small and Medium Enterprises , 2016 .

[80]  Hao-Tien Liu,et al.  Product design and selection using fuzzy QFD and fuzzy MCDM approaches , 2011 .

[81]  Li Pheng Khoo,et al.  Framework of a fuzzy quality function deployment system , 1996 .

[82]  Mohammad Valipour,et al.  Modelling Evapotranspiration to Increase the Accuracy of the Estimations Based on the Climatic Parameters , 2016, Water Conservation Science and Engineering.

[83]  William P Charteris,et al.  Quality function deployment: a quality engineering technology for the food industry , 1993 .

[84]  Ruoning Xu,et al.  Fuzzy least-squares priority method in the analytic hierarchy process , 2000, Fuzzy Sets Syst..

[85]  Ibo van de Poel,et al.  Methodological problems in QFD and directions for future development , 2007 .

[86]  Wen-Chang Ko Construction of house of quality for new product planning: A 2-tuple fuzzy linguistic approach , 2015, Comput. Ind..

[87]  Ming-Lu Wu,et al.  Quality function deployment: A literature review , 2002, Eur. J. Oper. Res..

[88]  Life Cycle Assessment and Environmental Sustainability in the Food System , 2016 .

[89]  Wang Li,et al.  Evolution of Water Lifting Devices (Pumps) over the Centuries Worldwide , 2015 .

[90]  Steven A. Melnyk,et al.  The new product design process and design for environment "Crossing the chasm" , 2000 .

[91]  Anita R. Linnemann,et al.  Quality Function Deployment (QFD)—can it be used to develop food products? , 2003 .

[92]  Javad Jassbi,et al.  A Fuzzy DEMATEL framework for modeling cause and effect relationships of strategy map , 2011, Expert Syst. Appl..

[93]  Ingrid Bouwer Utne,et al.  Improving the environmental performance of the fishing fleet by use of Quality Function Deployment (QFD) , 2009 .

[94]  Selim Zaim,et al.  Use of ANP weighted crisp and fuzzy QFD for product development , 2014, Expert Syst. Appl..

[95]  Anthony S.F. Chiu,et al.  Using FANP approach on selection of competitive priorities based on cleaner production implementation: a case study in PCB manufacturer, Taiwan , 2008 .

[96]  Emad Roghanian,et al.  A framework for sustainable product design: a hybrid fuzzy approach based on Quality Function Deployment for Environment , 2015 .

[97]  Govind Sharan Dangayach,et al.  Key Determinants of Sustainable Product Design and Manufacturing , 2015 .

[98]  Mohammad Valipour,et al.  VARIATIONS OF LAND USE AND IRRIGATION FOR NEXT DECADES UNDER DIFFERENT SCENARIOS , 2016, IRRIGA.

[99]  M. Quaddus,et al.  A multiple objective optimization based QFD approach for efficient resilient strategies to mitigate supply chain vulnerabilities: The case of garment industry of Bangladesh , 2015 .

[100]  Lanndon A. Ocampo,et al.  Developing a Framework for Sustainable Manufacturing Strategies Selection , 2014 .

[101]  Iraj Mahdavi,et al.  House of quality improvement by new design requirements generation , 2015, 2015 International Conference on Industrial Engineering and Operations Management (IEOM).

[102]  Mohammad Valipour,et al.  Selecting the best model to estimate potential evapotranspiration with respect to climate change and magnitudes of extreme events , 2017 .

[104]  Keijiro Masui,et al.  Applying Quality Function Deployment to environmentally conscious design , 2003 .

[105]  Liang-Hsuan Chen,et al.  Fuzzy Nonlinear Models for New Product Development Using Four-Phase Quality Function Deployment Processes , 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[106]  Malgorzata A. Kowalska,et al.  Implementation of QFD method in quality analysis of confectionery products , 2018, J. Intell. Manuf..

[107]  Azucena Gracia,et al.  Consumers' willingness-to-pay for sustainable food products: the case of organically and locally grown almonds in Spain , 2016 .

[108]  S. R. Devadasan,et al.  Advanced models of quality function deployment: a literature review , 2016 .

[109]  Michael Dudbridge,et al.  Handbook of Lean Manufacturing in the Food Industry , 2011 .