Framework to evaluate manufacturing capability using analytical hierarchy process

Manufacturing capability of a firm is given by the level of output generated by the production system employed which in turn decides the competitiveness in the market. The pattern of structural and infrastructural decisions in the manufacturing affects the capability of the production system. Therefore, it is crucial to know the overall manufacturing capability of a firm and the contribution of each decision in it. This paper presents quantification of manufacturing capability based on multi-criteria approach. A total of 33 decisions (criteria) and their corresponding choices have been identified from the literature analysis to quantify the manufacturing capability. These decisions are then classified into six decision areas (group criteria), and the manufacturing capability evaluation problem is modeled by using analytical hierarchy process (AHP) framework. The approach facilitates computation of manufacturing capability index by evaluating the decisions taken in the manufacturing, which is then mapped into four levels, namely, infant, industry average, adult, and world class as proposed by the Miltenburg. The methodology is illustrated with a numerical example for a job shop manufacturing system.

[1]  Xiaowei Xu,et al.  Multi-criteria decision making approaches for supplier evaluation and selection: A literature review , 2010, Eur. J. Oper. Res..

[2]  Nachiappan Subramanian,et al.  A review of applications of Analytic Hierarchy Process in operations management , 2012 .

[3]  K. Hafeez,et al.  Determining key capabilities of a firm using analytic hierarchy process , 2002 .

[4]  Bhallamudi Ravi,et al.  Casting product–process–producer compatibility evaluation and improvement , 2007 .

[5]  G. S. Dangayach,et al.  Manufacturing strategy: Literature review and some issues , 2001 .

[6]  M. Hossein Safizadeh,et al.  Linking performance drivers in production planning and inventory control to process choice , 1997 .

[7]  G. K. Adil,et al.  Exploratory case studies on manufacturing decision areas in the job production system , 2012 .

[8]  Gajendra K. Adil,et al.  Congruence of manufacturing decision areas in a production system: a research framework , 2010 .

[9]  S. Vickery,et al.  The impact of human resource management practices on manufacturing performance , 1999 .

[10]  Thomas L. Saaty,et al.  DECISION MAKING WITH THE ANALYTIC HIERARCHY PROCESS , 2008 .

[11]  Ken Platts,et al.  Manufacturing vision and competitiveness , 1997 .

[12]  Hing Kai Chan,et al.  An AHP approach in benchmarking logistics performance of the postal industry , 2006 .

[13]  John Miltenburg,et al.  Manufacturing Strategy : How To Formulate And Implement A Winning Plan , 2003 .

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

[15]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[16]  J. Miltenburg Setting manufacturing strategy for a factory-within-a-factory , 2008 .

[17]  E. H. Neilsen,et al.  The subordinate's predicaments. , 1979, Harvard business review.

[18]  Peter T. Ward,et al.  Research in the process and content of manufacturing strategy , 1990 .

[19]  Gajendra K. Adil,et al.  Choices in manufacturing strategy decision areas in batch production system – six case studies , 2012 .

[20]  F. C. Santos,et al.  Integration of human resource management and competitive priorities of manufacturing strategy , 2000 .

[21]  S. Vinodh,et al.  Fuzzy logic based leanness assessment and its decision support system , 2011 .

[22]  Fariborz Y. Partovi,et al.  THE ANALYTIC HIERARCHY PROCESS AS APPLIED TO TWO TYPES OF INVENTORY PROBLEMS , 1993 .

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

[24]  Sushil Kumar,et al.  Analytic hierarchy process: An overview of applications , 2006, Eur. J. Oper. Res..

[25]  Madeleine Järsjö,et al.  Purchasing Must Become Supply Management , 2013 .

[26]  S. Vinodh,et al.  Agility index measurement using multi-grade fuzzy approach integrated in a 20 criteria agile model , 2010 .

[27]  da Silveira,et al.  Improving trade-offs in manufacturing: Method and illustration , 2005 .

[28]  M. Tuominen,et al.  Benchmarking logistics performance with an application of the analytic hierarchy process , 1996 .

[29]  Alex Hill,et al.  Manufacturing operations strategy , 2009 .