A Classification Scheme for Smart Manufacturing Systems' Performance Metrics.

This paper proposes a classification scheme for performance metrics for smart manufacturing systems. The discussion focuses on three such metrics: agility, asset utilization, and sustainability. For each of these metrics, we discuss classification themes, which we then use to develop a generalized classification scheme. In addition to the themes, we discuss a conceptual model that may form the basis for the information necessary for performance evaluations. Finally, we present future challenges in developing robust, performance-measurement systems for real-time, data-intensive enterprises.

[1]  Sami Kara,et al.  Towards Energy and Resource Efficient Manufacturing: A Processes and Systems Approach , 2012 .

[2]  Boonserm Kulvatunyou,et al.  Integrating Real-Time Analytics and Continuous Performance Management in Smart Manufacturing Systems , 2014, APMS.

[3]  Stefan Tangen,et al.  Performance measurement: from philosophy to practice , 2004 .

[4]  M. Faisal.  Sustainability metrics for a supply chain: the case of small and medium enterprises , 2012 .

[5]  Jan Olhager,et al.  Lean and agile manufacturing: external and internal drivers and performance outcomes , 2009 .

[6]  Moneer M. Helu,et al.  Impact of green machining strategies on achieved surface quality , 2012 .

[7]  Peter Muchiri,et al.  Performance measurement using overall equipment effectiveness (OEE): literature review and practical application discussion , 2008 .

[8]  F. Jovane,et al.  Present and future of flexible automation: Towards new paradigms , 2003 .

[9]  Suresh P. Sethi,et al.  Flexibility in manufacturing: A survey , 1990 .

[10]  David Dornfeld,et al.  Total Cost Analysis of Process Time Reduction as a Green Machining Strategy , 2012 .

[11]  Timothy G. Gutowski,et al.  An Environmental Analysis of Machining , 2004 .

[12]  Shaw C. Feng,et al.  A Framework of Product and Process Metrics for Sustainable Manufacturing , 2011 .

[13]  Corinne Reich-Weiser,et al.  Metrics for Sustainable Manufacturing , 2008 .

[14]  S. Sikdar.  Sustainable development and sustainability metrics , 2003 .

[15]  Stefanie L. Robinson.  An Environmental and Economic Trade-off Analysis of Manufacturing Process Chains to Inform Decision Making for Sustainability , 2013 .

[16]  Shaw C. Feng,et al.  Development Overview of Sustainable Manufacturing Metrics | NIST , 2010 .

[17]  Derrick E. D'Souza,et al.  Toward a taxonomy of manufacturing flexibility dimensions , 2000 .

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

[19]  Samuel H. Huang,et al.  Manufacturing productivity improvement using effectiveness metrics and simulation analysis , 2003 .

[20]  Shaw C. Feng,et al.  Sustainable Manufacturing Indicator Repository , 2011 .

[21]  Dimitris Mourtzis,et al.  Digital manufacturing: History, perspectives, and outlook , 2009 .

[22]  László Monostori,et al.  Agent-based systems for manufacturing , 2006 .

[23]  Stefan Tangen,et al.  Improving the performance of a performance measure , 2005 .

[24]  Saurabh Gupta,et al.  An overview of sustainability assessment methodologies , 2009 .

[25]  R. Neal.  NGM - Next Generation Manufacturing, A Framework for Action (USA Project) , 1997, ICEIMT.

[26]  Ravi Jain.  Sustainability: metrics, specific indicators and preference index , 2005 .

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

[28]  Roberto Teti,et al.  Intelligent Computing Methods for Manufacturing Systems , 1997 .

[29]  Braden Allenby,et al.  Hierarchical metrics for sustainability , 2002 .

[30]  Hiroyuki Yoshikawa,et al.  Manufacturing and the 21st century — Intelligent manufacturing systems and the renaissance of the manufacturing industry , 1995 .

[31]  William Mosconi,et al.  Beyond the bottom line : measuring world class performance , 1989 .

[32]  Chien-Yi Huang,et al.  Innovative parametric design for environmentally conscious adhesive dispensing process , 2015, J. Intell. Manuf..

[33]  Athulan Vijayaraghavan,et al.  Evaluating the relationship between use phase environmental impacts and manufacturing process precision , 2011 .

[34]  Dusan P. Sekulic,et al.  Preliminary thoughts on the application of thermodynamics to the development of sustainability criteria , 2009, 2009 IEEE International Symposium on Sustainable Systems and Technology.

[35]  Thomas F. Edgar,et al.  Smart manufacturing, manufacturing intelligence and demand-dynamic performance , 2012, Comput. Chem. Eng..

[36]  Lie-Chien Lin,et al.  An integrated framework for supply chain performance measurement using six-sigma metrics , 2010, Software Quality Journal.

[37]  Noureddine Zerhouni,et al.  Health assessment and life prediction of cutting tools based on support vector regression , 2015, J. Intell. Manuf..

[38]  Athulan Vijayaraghavan,et al.  Enabling Manufacturing Research through Interoperability , 2009 .

[39]  David Dornfeld,et al.  Principles of Green Manufacturing , 2013 .

[40]  Derek Steeple,et al.  A FRAMEWORK FOR AUDITING AND ENHANCING PERFORMANCE MEASUREMENT SYSTEMS , 2000 .

[41]  Ricardo Valerdi,et al.  Navigating the Metrics Landscape: An Introductory Literature Guide to Metric Selection, Implementation, & Decision Making , 2009 .

[42]  Gui Yun Tian,et al.  Internet-based manufacturing: A review and a new infrastructure for distributed intelligent manufacturing , 2002, J. Intell. Manuf..

[43]  Soundar R. T. Kumara,et al.  Manufacturing in the Digital Age: Exploiting Information Technologies for Product Realization , 1999, Inf. Syst. Frontiers.

[44]  F. Jovane,et al.  Reconfigurable Manufacturing Systems , 1999 .

[45]  S. Sikdar,et al.  Framework for Sustainability Metrics , 2007 .

[46]  Stefan Tangen,et al.  An overview of frequently used performance measures , 2003 .