Mapping Strategy to Best Practices for Sustainable Food Manufacturing Using Fuzzy DEMATEL-ANP-TOPSIS

Abstract This paper maps the specific content strategy for large food manufacturing firms that supports sustainable manufacturing to widely-known practices in the current literature. Mapping this content to established practices provides a useful approach for engineering managers as these practices have already established implementation insights and guidelines as well as measurement and evaluation mechanisms. In this work, an integrated hierarchical decision-making network model was developed to model the interdependencies of decision options, generate weights of these options, and map the same to established sustainable manufacturing practices. A Philippine case is presented, and findings show that total quality management emerges as the most appropriate practice for sustainable food manufacturing.

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

[2]  Marilyn T. Lucas,et al.  Environmental management practices and firm financial performance: The moderating effect of industry pollution-related factors , 2016 .

[3]  Alessio Ishizaka,et al.  Comparison of fuzzy logic, AHP, FAHP and hybrid fuzzy AHP for new supplier selection and its performance analysis , 2014 .

[4]  Faris M. AL-Oqla,et al.  Application of the Analytic Hierarchy Process (AHP) in Multi- Criteria Analysis of the Selection of Cranes , 2010 .

[5]  A. Roth,et al.  A taxonomy of manufacturing strategies , 1994 .

[6]  Zarei Morteza,et al.  Selection of the optimal tourism site using the ANP and fuzzy TOPSIS in the framework of Integrated Coastal Zone Management: A case of Qeshm Island , 2016 .

[7]  Frank Figge,et al.  Is Green and Profitable Sustainable? Assessing the Trade-Off between Economic and Environmental Aspects , 2013 .

[8]  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 .

[9]  L. V. Wassenhove,et al.  Sustainable Operations Management , 2005 .

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

[11]  Robert Sroufe,et al.  EFFECTS OF ENVIRONMENTAL MANAGEMENT SYSTEMS ON ENVIRONMENTAL MANAGEMENT PRACTICES AND OPERATIONS , 2003 .

[12]  Cynthia L. Tomovic,et al.  Product Lifecycle Management in support of green manufacturing: addressing the challenges of global climate change , 2010, Int. J. Manuf. Technol. Manag..

[13]  A. Kaufmann,et al.  Introduction to fuzzy arithmetic : theory and applications , 1986 .

[14]  Stephen Evans,et al.  A comparison of four sustainable manufacturing strategies , 2008 .

[15]  Rodger Tomlinson,et al.  Comparison of Fuzzy-AHP and AHP in a spatial multi-criteria decision making model for urban land-use planning , 2015, Comput. Environ. Urban Syst..

[16]  Marc A. Rosen,et al.  Sustainable Manufacturing and Design: Concepts, Practices and Needs , 2012 .

[17]  J. Elkington Towards the Sustainable Corporation: Win-Win-Win Business Strategies for Sustainable Development , 1994 .

[18]  S Opricovis,et al.  DEFUZZIFICATION WITH IN A MULTI-CRITERIA DECISION MODEL , 2003 .

[19]  Jan Stoklasa,et al.  Fuzzified AHP in the evaluation of scientific monographs , 2015, Central European Journal of Operations Research.

[20]  新郷 重夫,et al.  A study of the Toyota production system from an industrial engineering viewpoint , 1989 .

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

[22]  Lanndon A. Ocampo,et al.  Integrating Sustainability and Manufacturing Strategy into a Unifying Framework , 2017 .

[23]  Eppie Clark,et al.  A Sustainable Manufacturing Strategy Decision Framework in the Context of Multi-Criteria Decision-Making , 2015 .

[24]  M. Friedman The Social Responsibility of Business Is to Increase Its Profits , 2007 .

[25]  M. S. Narwal,et al.  Prioritizing the Drivers of Green Supply Chain Management in Indian Manufacturing Industries Using Fuzzy TOPSIS Method: Government, Industry, Environment, and Public Perspectives , 2018 .

[26]  S. Vinodh,et al.  Leanness assessment using multi-grade fuzzy approach , 2011 .

[27]  A. Gabus,et al.  World Problems, An Invitation to Further Thought within the Framework of DEMATEL , 1972 .

[28]  Kuan Yew Wong,et al.  Strategy selection for sustainable manufacturing with integrated AHP-VIKOR method under interval-valued fuzzy environment , 2016 .

[29]  Daniel Kubek,et al.  Multicriteria Selection of the Building Material Supplier Using AHP and Fuzzy AHP , 2016 .

[30]  Premaratne Samaranayake,et al.  A fuzzy-based decision support model for monitoring on-time delivery performance: A textile industry case study , 2013, Eur. J. Oper. Res..

[31]  Gwo-Hshiung Tzeng,et al.  Defuzzification within a Multicriteria Decision Model , 2003, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[32]  E. Herman,et al.  The Importance of the Manufacturing Sector in the Romanian Economy , 2016 .

[33]  Paul Shrivastava,et al.  Environmental technologies and competitive advantage , 1995 .

[34]  Ocampo An integrated sustainable manufacturing strategy framework using fuzzy analytic network process , 2015 .

[35]  Ching-Lai Hwang,et al.  Fuzzy Multiple Attribute Decision Making - Methods and Applications , 1992, Lecture Notes in Economics and Mathematical Systems.

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

[37]  I. D. Paul,et al.  A Review on Green Manufacturing: It's Important, Methodology and its Application☆ , 2014 .

[38]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey , 1981, Lecture Notes in Economics and Mathematical Systems.

[39]  M. Dutta,et al.  Comparative performance analysis of information system security using crisp and fuzzy AHP methods , 2013, 2013 3rd IEEE International Advance Computing Conference (IACC).

[40]  T. Saaty There is no mathematical validity for using fuzzy number crunching in the analytic hierarchy process , 2006 .

[41]  Maryam Kordi,et al.  Effects of increasing fuzziness on analytic hierarchy process for spatial multicriteria decision analysis , 2012, Comput. Environ. Urban Syst..

[42]  Jeffrey K. Liker,et al.  The Toyota way : 14 management principles from the world's greatest manufacturer , 2004 .

[43]  Stefan Schaltegger,et al.  The link between 'green' and economic success: environmental management as the crucial trigger between environmental and economic performance. , 2002, Journal of environmental management.

[44]  Chen-Tung Chen,et al.  Extensions of the TOPSIS for group decision-making under fuzzy environment , 2000, Fuzzy Sets Syst..

[45]  Jan Olhager,et al.  Quantification in manufacturing strategy : a methodology and illustration , 2006 .

[46]  Ming-Lang Tseng,et al.  Using a hybrid MCDM model to evaluate firm environmental knowledge management in uncertainty , 2011, Appl. Soft Comput..

[47]  S. G. Deshmukh,et al.  Lean Manufacturing for Sustainable Development , 2010 .

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

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

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

[51]  Dan Paulson,et al.  Consequences of uncertainty in the analytic hierarchy process: A simulation approach , 1995 .

[52]  Congbo Li,et al.  A DECISION-MAKING FRAMEWORK MODEL OF CUTTING TOOL SELECTION FOR GREEN MANUFACTURING AND ITS APPLICATION , 2008 .

[53]  Thomas J. Dean,et al.  Stepping Towards Sustainable Business: An Evaluation of Waste Minimization Practices in US Manufacturing , 2000, Interfaces.

[54]  S. Al-Athel,et al.  Report of the World Commission on Environment and Development: "Our Common Future" , 1987 .

[55]  Andrea Chiarini,et al.  Sustainable manufacturing-greening processes using specific Lean Production tools: an empirical observation from European motorcycle component manufacturers , 2014 .

[56]  S. Wheelwright,et al.  Restoring Our Competitive Edge: Competing Through Manufacturing , 1984 .

[57]  D. Ehrenfeld Sustainability: Living with the Imperfections , 2005 .

[58]  Ludmil Mikhailov,et al.  Deriving priorities from fuzzy pairwise comparison judgements , 2003, Fuzzy Sets Syst..

[59]  Adam Szirmai,et al.  The importance of manufacturing in economic development: past, present and future perspectives , 2012 .

[60]  Raine Isaksson,et al.  The support of Quality Management to sustainable development: a literature review , 2016 .

[61]  Sylvain Kubler,et al.  A state-of the-art survey & testbed of fuzzy AHP (FAHP) applications , 2016, Expert Syst. Appl..

[62]  Christopher Voss,et al.  Just-in-Time: A Global Status Report , 1989 .

[63]  Walter Klöpffer,et al.  Life cycle assessment , 1997, Environmental science and pollution research international.

[64]  Albert P.C. Chan,et al.  Measuring the complexity of mega construction projects in China—A fuzzy analytic network process analysis , 2015 .

[65]  L. Ocampo Applying fuzzy AHP–TOPSIS technique in identifying the content strategy of sustainable manufacturing for food production , 2019, Environment, Development and Sustainability.

[66]  A. Gabus,et al.  Perceptions of the world problematique: communication procedure, communicating with those bearing collective responsibility , 1973 .

[67]  A. Azapagic,et al.  Understanding the impact on climate change of convenience food: Carbon footprint of sandwiches , 2018, Sustainable Production and Consumption.

[68]  M. Petró‐Turza,et al.  The International Organization for Standardization. , 2003 .

[69]  Kèyù Zhü,et al.  Fuzzy analytic hierarchy process: Fallacy of the popular methods , 2014, Eur. J. Oper. Res..

[70]  Günther Seliger,et al.  Approaches to sustainable manufacturing , 2008 .

[71]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[72]  Eppie E. Clark,et al.  A SUSTAINABLE MANUFACTURING STRATEGY FRAMEWORK : THE CONVERGENCE OF TWO FIELDS , 2015 .

[73]  Hessam Youneszadeh,et al.  Exploring Critical Success Factors in Urban Housing Projects Using Fuzzy Analytic Network Process , 2017 .

[74]  Lijun Wang Energy Consumption and Reduction Strategies in Food Processing , 2013 .

[75]  Mark Hadfield,et al.  A sustainable product design model , 2006 .

[76]  Amitava Ray,et al.  Non-traditional machining process selection using integrated fuzzy AHP and QFD techniques: a customer perspective , 2014 .

[77]  Yusuf Tansel Iç,et al.  Development of a multi-level performance measurement model for manufacturing companies using a modified version of the fuzzy TOPSIS approach , 2018, Soft Comput..

[78]  H. Vos Trade and Industry , 1946 .

[79]  F. Pil,et al.  LEAN, GREEN, AND THE QUEST FOR SUPERIOR ENVIRONMENTAL PERFORMANCE , 2001 .

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

[81]  Jana Talasová,et al.  A fuzzy extension of Analytic Hierarchy Process based on the constrained fuzzy arithmetic , 2016, Fuzzy Optimization and Decision Making.

[82]  William Ho,et al.  The state-of-the-art integrations and applications of the analytic hierarchy process , 2017, Eur. J. Oper. Res..

[83]  Charles H. Fine,et al.  Designing a manufacturing strategy , 1984 .

[85]  T. L. Saaty,et al.  Decision making with dependence and feedback , 2001 .

[86]  Ying-Ming Wang,et al.  Fuzzy TOPSIS method based on alpha level sets with an application to bridge risk assessment , 2006, Expert Syst. Appl..

[87]  L. Bernstein,et al.  Industrial energy efficiency and climate change mitigation , 2009, Renewable Energy.

[88]  Mohammad Reza Akbari Jokar,et al.  Sustainable supplier selection: A multi-criteria intuitionistic fuzzy TOPSIS method , 2019, Journal of Manufacturing Systems.

[89]  Ming-Lang Tseng,et al.  Evaluating firm's sustainable production indicators in uncertainty , 2009, Comput. Ind. Eng..

[90]  Brian Hunter,et al.  United Nations Industrial Development Organization (UNIDO) , 2018, International Organization.

[91]  Juan García-Serna,et al.  New trends for design towards sustainability in chemical engineering: Green engineering , 2007 .

[92]  Stephanie Graham,et al.  Environmental operations management and its links with proactivity and performance: A study of the UK food industry , 2015 .

[93]  Thomas L. Saaty,et al.  On the invalidity of fuzzifying numerical judgments in the Analytic Hierarchy Process , 2007, Math. Comput. Model..

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

[95]  Lanndon A. Ocampo,et al.  Development of a sustainable manufacturing strategy using analytic network process , 2016 .

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

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

[98]  C. Prahalad,et al.  Why sustainability is now the key driver of innovation , 2013, IEEE Engineering Management Review.

[99]  H. Jenkins A Critique of Conventional CSR Theory: An SME Perspective , 2004 .

[100]  Mike T. Sweeney,et al.  Towards a Unified Theory of Strategic Manufacturing Management , 1991 .

[101]  Raine Isaksson,et al.  Total quality management for sustainable development: Process based system models , 2006, Bus. Process. Manag. J..