Applying and assessing two methods for measuring complexity in manufacturing

Previous work in manufacturing has identified complexity as a relevant topic in this field. However, there is a high diversity of opinions on what complexity is, why it should be measured and how this can be done. This paper aims to contribute to a better understanding of manufacturing complexity and of the relationship between the system's complexity and its performance. Firstly, we identify the various aspects of manufacturing complexity highlighted in the literature. Secondly, we describe two complementary methods for measuring complexity, and the adaptation and application of these methods in a case study. The issues involved in applying the methods and the insights gained are also discussed. The main criteria considered in assessing the two methods are: methodology, costs, feasibility, type of information required, and the type of results they provide. We conclude by outlining the requirements that a complexity assessment method must meet in order to address all the complexity issues identified.

[1]  Andy Neely,et al.  Performance measurement system design , 1995 .

[2]  Janet Efstathiou,et al.  Assessing Decision-Making and Process Complexity in a Manufacturer Through Simulation , 1997 .

[3]  Yu-Chi Ho A Road Map for DEDS Research , 1993 .

[4]  Wolfgang Meyer,et al.  Knowledge-based factory supervision: EP932 results , 1990 .

[5]  Kathleen Foley Curley,et al.  The impact of knowledge and technology complexity on information systems development , 1995 .

[6]  Maria Pia Fanti,et al.  System approach to design generic software for real-time control of flexible manufacturing systems , 1996, IEEE Trans. Syst. Man Cybern. Part A.

[7]  A. Raouf,et al.  Flexible manufacturing systems : recent developments , 1995 .

[8]  G Frizelle,et al.  Measuring complexity as an aid to developing operational strategy , 1995 .

[9]  Kenneth N. McKay,et al.  ‘Common sense’ realities of planning and scheduling in printed circuit board production , 1995 .

[10]  Z Liu,et al.  Scheduling Theory and its Applications , 1997 .

[11]  Alan Harrison,et al.  Themes for facilitating material flow in manufacturing systems , 1995 .

[12]  A. Calinescu,et al.  Dealing with Uncertainty in Manufacturing: The Impact on Scheduling , 1997 .

[13]  Arabinda Tripathy Shop Floor Control Systems: From Design to Implementation , 1993 .

[14]  Leslie D. Interrante,et al.  Active Rescheduling and Collaboration in Dynamic Manufacturing Systems , 1994 .

[15]  Frank L. Lewis,et al.  Control system design for flexible manufacturing systems , 1995 .

[16]  Nigel Slack,et al.  Operations management , 1994 .

[17]  J. Efstathiou,et al.  MODELLING AND SIMULATION OF A REAL COMPLEX PROCESS-BASED MANUFACTURING SYSTEM , 1997 .

[18]  Vincent C. S. Wiers,et al.  The complexity of scheduling in practice , 1996 .