A decision support system framework for machine selection

Selecting the right machinery to machine a part is a multi criteria decision making problem which is crucial in production planning. The process becomes more complex and tedious when one has to choose from a variety of machines available in an online registry. This paper investigates this decision making process with the objective to increase machine utilisation for small, medium and micro enterprises. A real time information based decision support system is necessary to assist the decision maker. A decision support system framework for machine selection for a manufacturing agent is proposed based on the Analytical Hierarchy Process (AHP). A human expect uploads parameters for a part that has to be machines. Based on these parameters, suitable machines are sought for from an online machine registry and ranked according to their capability to produce the desired part.

[1]  Lungile Nyanga,et al.  E-Manufacturing: A Framework for Increasing Manufacturing Resource Utilisation , 2012 .

[2]  José María Moreno-Jiménez,et al.  The geometric consistency index: Approximated thresholds , 2003, Eur. J. Oper. Res..

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

[4]  Bülent Çatay,et al.  A decision support system for machine tool selection , 2004 .

[5]  Mustafa Yurdakul,et al.  AHP as a strategic decision-making tool to justify machine tool selection , 2004 .

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

[7]  William J. Kolarik,et al.  Strategic planning in manufacturing systems: AHP application to an equipment replacement decision , 1995 .

[8]  Cathal M. Brugha,et al.  Structure of multi-criteria decision-making , 2004, J. Oper. Res. Soc..

[9]  Carlos A. Bana e Costa,et al.  A critical analysis of the eigenvalue method used to derive priorities in AHP , 2008, Eur. J. Oper. Res..

[10]  María Teresa Lamata,et al.  Consistency in the Analytic Hierarchy Process: a New Approach , 2006, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[11]  Thomas L. Saaty Fundamentals of decision making and priority theory , 2000 .

[12]  Alessio Ishizaka,et al.  Review of the main developments in the analytic hierarchy process , 2011, Expert Syst. Appl..

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

[14]  Yat-wah Wan,et al.  On the mean random inconsistency index of analytic hierarchy process ( AHP ) , 1994 .

[15]  Thomas L. Saaty,et al.  Response to Holder's Comments on the Analytic Hierarchy Process , 1991 .

[16]  Yusuf Tansel Iç,et al.  Development of a decision support system for machining center selection , 2009, Expert Syst. Appl..

[17]  Zeki Ayağ,et al.  A hybrid approach to machine-tool selection through AHP and simulation , 2007 .

[18]  Kwai-Sang Chin,et al.  A new approach for the selection of advanced manufacturing technologies: DEA with double frontiers , 2009 .

[19]  Thomas L. Saaty,et al.  The hierarchon : a dictionary of hierarchies , 1996 .

[20]  Zone-Ching Lin,et al.  Evaluation of machine selection by the AHP method , 1996 .

[21]  Evangelos Triantaphyllou,et al.  Multi-criteria Decision Making Methods: A Comparative Study , 2000 .

[22]  E. F. Lane,et al.  A CONSISTENCY TEST FOR AHP DECISION MAKERS , 1989 .

[23]  Rifat Gürcan Özdemir,et al.  An intelligent approach to machine tool selection through fuzzy analytic network process , 2011, J. Intell. Manuf..

[24]  Manoj Kumar Tiwari,et al.  Justification for the selection of a reconfigurable manufacturing system: a fuzzy analytical hierarchy based approach , 2007 .

[25]  T. L. Saaty A Scaling Method for Priorities in Hierarchical Structures , 1977 .

[26]  Miroslaw Kwiesielewicz,et al.  Inconsistent and contradictory judgements in pairwise comparison method in the AHP , 2004, Comput. Oper. Res..

[27]  Alessio Ishizaka Advantages of clusters and pivots in AHP , 2004 .

[28]  Stanislav Karapetrovic,et al.  A quality control approach to consistency paradoxes in AHP , 1999, Eur. J. Oper. Res..

[29]  Ergün Eraslan,et al.  Development of a component-based machining centre selection model using AHP , 2012 .

[30]  Tai-Yue Wang,et al.  Machine selection in flexible manufacturing cell: A fuzzy multiple attribute decision-making approach , 2000 .

[31]  Alessio Ishizaka,et al.  Analytic Hierarchy Process and Expert Choice: Benefits and limitations , 2009, OR Insight.

[32]  M. Yurdakul,et al.  Application of correlation test to criteria selection for multi criteria decision making (MCDM) models , 2009 .

[33]  Bülent Çatay,et al.  Development of a machine tool selection system using AHP , 2007 .