Identifying Critical Indicators In Sustainable Manufacturing Using Analytic Hierarchy Process (AHP)

This paper identifies critical indicators for sustainable manufacturing that could be adopted in sustainability assessment at firm level. Previous works in literature suffered from either lack of being comprehensive or being operational or both. The manufacturing indicator set of the US NIST framework was used because of its detailed and wide-ranging exposition of the triple-bottom line. The proposed approach is to attach priorities on the elements of the NIST framework in order to prioritize sustainability indicators. Following the hierarchical structure of the framework, analytic hierarchy process (AHP) was adopted in this work. Three domain decision-makers who have sufficient international exposure on manufacturing policy development and experience in managing manufacturing firms were asked to elucidate judgments on the elements of the framework based on the context of the AHP. The most critical indicators in sustainable manufacturing are presented in this work. Results show that socio-economic indicators are highly relevant in sustainable manufacturing.

[1]  Karl R. Haapala,et al.  Integrating Sustainable Manufacturing Assessment into Decision Making for a Production Work Cell , 2015 .

[2]  Aiman Ziout,et al.  Multi-criteria decision support for sustainability assessment of manufacturing system reuse , 2013 .

[3]  Ram D. Sriram,et al.  Sustainable Manufacturing: Metrics, Standards, and Infrastructure - Workshop summary , 2010, 2010 IEEE International Conference on Automation Science and Engineering.

[4]  Marco Taisch,et al.  Sustainability in Manufacturing Strategy Deployment , 2015 .

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

[6]  C. A. McMahon,et al.  Development of design for remanufacturing guidelines to support sustainable manufacturing , 2006 .

[7]  Lanndon A. Ocampo,et al.  A proposed sustainable manufacturing strategy framework , 2015 .

[8]  M A Sinclair,et al.  Global drivers, sustainable manufacturing and systems ergonomics. , 2015, Applied ergonomics.

[9]  Erik Sundin,et al.  Sustainability Indicators for Small and Medium-sized Enterprises (SMEs) in the Transition to Provide Product-Service Systems (PSS) , 2015 .

[10]  M. Lehtonen,et al.  The multiple roles of sustainability indicators in informational governance: Between intended use and unanticipated influence , 2016 .

[11]  A. Rahdari,et al.  Designing a General Set of Sustainability Indicators at the Corporate Level , 2015 .

[12]  Jingyang Zhou,et al.  Selection and modeling sustainable urbanization indicators: A responsibility-based method , 2015 .

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

[14]  C. Searcy,et al.  An analysis of indicators disclosed in corporate sustainability reports , 2012 .

[15]  Didem Dizdaroglu,et al.  Developing micro-level urban ecosystem indicators for sustainability assessment , 2015 .

[16]  Torgeir Welo,et al.  On the Applicability of Sustainability Assessment Tools in Manufacturing , 2015 .

[17]  Ibrahim H. Garbie,et al.  Sustainability Optimization in Manufacturing Enterprises , 2015 .

[18]  William Faulkner,et al.  Sustainable Value Stream Mapping (Sus-VSM): methodology to visualize and assess manufacturing sustainability performance , 2014 .

[19]  I. S. Jawahir,et al.  Sustainable manufacturing: Modeling and optimization challenges at the product, process and system levels , 2010 .

[20]  Barbara Linke,et al.  Sustainability Indicators for Finishing Operations based on Process Performance and Part Quality , 2014 .

[21]  Ju Yeon Lee,et al.  A framework for a research inventory of sustainability assessment in manufacturing , 2014 .

[22]  T. Gutowski,et al.  Electrical Energy Requirements for Manufacturing Processes , 2006 .

[23]  Henrique Rozenfeld,et al.  The Incorporation of Sustainability Indicators into a Performance Measurement System , 2015 .

[24]  Anna Young Sustainability Accounting and Reporting: Fad or Trend? , 2011 .

[25]  Noordin Mohd Yusof,et al.  A weighted fuzzy approach for product sustainability assessment: a case study in automotive industry , 2012 .

[26]  Elita Amrina,et al.  Key performance indicators for sustainable manufacturing evaluation in automotive companies , 2011, 2011 IEEE International Conference on Industrial Engineering and Engineering Management.

[27]  Cathy A. Rusinko,et al.  Green Manufacturing: An Evaluation of Environmentally Sustainable Manufacturing Practices and Their Impact on Competitive Outcomes , 2007, IEEE Transactions on Engineering Management.

[28]  Braden Allenby,et al.  Matrix Approaches to Abridged Life Cycle Assessment , 1995 .

[29]  Tobias Bestari Tjandra,et al.  A Sustainability Indicator Framework for Singapore Small and Medium-Sized Manufacturing Enterprises , 2015 .

[30]  Sumit Lodhia,et al.  Corporate Sustainability Indicators: an Australian Mining Case Study , 2014 .

[31]  Peter Krajnik,et al.  Resource Conservative Manufacturing: an essential change in business and technology paradigm for sustainable manufacturing , 2013 .

[32]  Fazleena Badurdeen,et al.  Sustainable value stream mapping (Sus-VSM) in different manufacturing system configurations: application case studies , 2014 .

[33]  I. S. Jawahir,et al.  A new comprehensive methodology for the evaluation of product sustainability at the design and development stage of consumer electronic products , 2009 .

[34]  Lanndon A. Ocampo,et al.  A Proposed Framework in Developing Sustainable Manufacturing Initiatives Using Analytic Hierarchy Process (AHP) , 2015 .

[35]  I. S. Jawahir,et al.  Model-based Approach for Assessing Value Creation to Enhance Sustainability in Manufacturing , 2014 .

[36]  Dan Roth,et al.  A text mining framework for advancing sustainability indicators , 2014, Environ. Model. Softw..

[37]  Tomás B. Ramos,et al.  Defining criteria and indicators for a sustainability label of local public services , 2015 .

[38]  Lanndon A. Ocampo,et al.  A hierarchical framework for index computation in sustainable manufacturing , 2015 .

[39]  A. Bassen,et al.  Environmental, Social and Governance Key Performance Indicators from a Capital Market Perspective , 2008, Wirtschafts- und Unternehmensethik.

[40]  Barbara Linke,et al.  Sustainability Indicators for Discrete Manufacturing Processes Applied to Grinding Technology , 2013 .

[41]  Lanndon A. Ocampo,et al.  AN ANALYTIC HIERARCHY PROCESS (AHP) APPROACH IN THE SELECTION OF SUSTAINABLE MANUFACTURING INITIATIVES: A CASE IN A SEMICONDUCTOR MANUFACTURING FIRM IN THE PHILIPPINES , 2015 .

[42]  Luboszycka Opole Logistics Evaluating impacts of development and conservation projects using sustainability indicators: Opportunities and challenges , 2014 .

[43]  M. Bovea,et al.  Sustainability on the urban scale: Proposal of a structure of indicators for the Spanish context , 2015 .

[44]  Maria J. Figueroa,et al.  Review of urban sustainability indicators assessment – Case study between Asian countries , 2014 .

[45]  Maher Barkallah,et al.  Multi Objective Optimization for Sustainable Manufacturing, Application in Turning , 2015 .

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