Introduction to operations architecture for complexity management in product design and operations

Manufacturing firms have been trying to develop high variety of products to cope with continuously changing customer requirements in marketplace. However, the demand for high variety of products generates inefficiencies which is called complexity (or complexity cost) in operations. Although some studies tried to see the complexity in overall viewpoint, the relationship between design and operations phase is not structurally taken into account. In this paper, operations architecture (OA) is introduced which is a tool for describing the structure and the relationship between design and operations phase to manage the variety-induced complexity. Using the OA, complexity sources considered at the previous studies are newly classified based on the four domains in the architecture. From the result of classification, the authors identified that the complexity sources are not only staying in a domain but propagating their impacts to other domains. Then, applicability of the OA is discussed showing three applications.

[1]  Tomomi Kito,et al.  The implications of automobile parts supply network structures: A complex network approach , 2014 .

[2]  Åsa Fast-Berglund,et al.  Relations between complexity, quality and cognitive automation in mixed-model assembly , 2013 .

[3]  Vladimir Modrak,et al.  Modelling and Complexity Assessment of Assembly Supply Chain Systems , 2012 .

[4]  Sebastian Kummer,et al.  A model to determine complexity in supply networks , 2012 .

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

[6]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[7]  Janet Efstathiou,et al.  A method for analysing operational complexity in supply chains , 2013, J. Oper. Res. Soc..

[8]  Filiz Isik,et al.  An entropy-based approach for measuring complexity in supply chains , 2010 .

[9]  Ashok Kumar,et al.  From mass customization to mass personalization: a strategic transformation , 2007 .

[10]  Åsa Fast-Berglund,et al.  Perceived production complexity – understanding more than parts of a system , 2016 .

[11]  Hoda A. ElMaraghy,et al.  Assessing the structural complexity of manufacturing systems configurations , 2007 .

[12]  Y. Wua,et al.  A study on the cost of operational complexity in customer – supplier systems , 2006 .

[13]  Karl T. Ulrich,et al.  The role of product architecture in the manufacturing firm , 2011 .

[14]  John Paul Macduffie,et al.  Product variety and manufacturing performance: evidence from the international automotive assembly plant study , 1996 .

[15]  Ying Yang,et al.  Postponement in supply chain risk management: a complexity perspective , 2010 .

[16]  László Monostori,et al.  Complexity in engineering design and manufacturing , 2012 .

[17]  S. Jack Hu,et al.  Modeling of Manufacturing Complexity in Mixed-Model Assembly Lines , 2006 .

[18]  Hideo Fujimoto,et al.  Assembly Process Design for Managing Manufacturing Complexities Because of Product Varieties , 2003 .

[19]  Hui Wang,et al.  A Complexity Model for Assembly Supply Chains and Its Application to Configuration Design , 2010 .

[20]  Maria Caridi,et al.  Do virtuality and complexity affect supply chain visibility , 2010 .

[21]  Tim Butcher,et al.  A modeling framework for the analysis of supply chain complexity using product design and demand characteristics , 2013 .

[22]  Ulrika Ny Harlin,et al.  Testing Complexity Index – a Method for Measuring Perceived Production Complexity , 2012 .

[23]  Dae-Young Kim,et al.  Measurement of Assembly System Complexity Based on the Task Differences Induced From Product Variety , 2015, DAC 2015.

[24]  V. Modrak,et al.  Structural Complexity Assessment: A Design and Management Tool for Supply Chain Optimization , 2012 .

[25]  Nilay Shah,et al.  Logistical network design with robustness and complexity considerations , 2007 .

[26]  Waguih ElMaraghy,et al.  Modelling of Manufacturing Systems Complexity , 2003 .

[27]  S. Kotha Mass Customization: The New Frontier in Business Competition , 1992 .

[28]  Per Gullander,et al.  Method for Measuring Production Complexity , 2011 .

[29]  Vladimir Modrak,et al.  Configuration complexity assessment of convergent supply chain systems , 2014, Int. J. Gen. Syst..

[30]  C. N. Bezuidenhout,et al.  Network-analysis approaches to deal with causal complexity in a supply network , 2012 .

[31]  Yoram Koren,et al.  Product variety and manufacturing complexity in assembly systems and supply chains , 2008 .

[32]  Janet Efstathiou,et al.  An information‐theoretic methodology for measuring the operational complexity of supplier‐customer systems , 2002 .

[33]  Ruth Jill Urbanic,et al.  Assessment of Manufacturing Operational Complexity , 2004 .

[34]  George Chryssolouris,et al.  Assembly system design and operations for product variety , 2011 .

[35]  Hoda A. ElMaraghy,et al.  Manufacturing Systems Configuration Complexity , 2005 .

[36]  Johan Stahre,et al.  Validation of the complexity index method at three manufacturing companies , 2013, 2013 IEEE International Symposium on Assembly and Manufacturing (ISAM).

[37]  Veronique Limère,et al.  Measuring complexity in mixed-model assembly workstations , 2013 .

[38]  Alain Bernard,et al.  Product Variety Management , 1998 .

[39]  Pavol Semanco,et al.  Complexity Assessment of Supply Chains Structure: A Comparative Study , 2011 .