An Axiomatic Model for Development of the Allocated Architecture in Systems Engineering Process
The final step to complete the “Analytical Systems Engineering Process” is the “Allocated Architecture” in which all Functional Requirements (FRs) of an engineering system must be allocated into their corresponding Physical Components (PCs). At this step, any design for developing the system’s allocated architecture in which no clear pattern of assigning the exclusive “responsibility” of each PC for fulfilling the allocated FR(s) can be found is considered a poor design that may cause difficulties in determining the specific PC(s) which has (have) failed to satisfy a given FR successfully. The present study utilizes the Axiomatic Design method principles to mathematically address this problem and establishes an “Axiomatic Model” as a solution for reaching good alternatives for developing the allocated architecture. This study proposes a “loss Function”, as a quantitative criterion to monetarily compare non-ideal designs for developing the allocated architecture and choose the one which imposes relatively lower cost to the system’s stakeholders. For the case-study, we use the existing design of U. S. electricity marketing subsystem, based on data provided by the U.S. Energy Information Administration (EIA). The result for 2012 shows the symptoms of a poor design and ineffectiveness due to coupling among the FRs of this subsystem.
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 Meadows, D. H. and Wright, D. (2009), “Thinking in Systems: A primer“ , Earthscan, London, UK, PP.XI, 6, 7.
 Capra, F. (1996), “The Web of Life: A New Synthesis of Mind and Matter”, 1st Edition, Hammersmith, London: HarperCollins.
 Gharajedaghi, J. (2006), “Systems Thinking: Managing Chaos and Complexity: A Platform for Designing Business Architecture” , 2nd Edition, Elsevier, USA, PP. 15, 16.
 Jackson, M.C. (2003),”Systems Thinking: Creative Holism for Managers”, 1st Edition, John Wiley & Sons, Ltd. PP. 15, 16.
 Wasson, C.S. (2006), “System Analysis, Design, and Development Concepts, Principles, and Practices”, 1st Edition, John Wiley & Sons, New Jersey, USA, PP. 18, 284, 292.
 Buede, D. M. (2009), “The Engineering Design of Systems: Models and Methods”, 2nd Edition, John Wiley & Sons, New Jersey, USA, PP. 10,11,21,25,154, 155,290,483.
 Blanchard, B. S. and Fabrycky, W.J. (2010), “Systems Engineering and Analysis”, 5th Edition, Prentice-Hall, Englewood Cliffs, NJ., PP. 3, 15, 44.
 Suh, N.P. (1998), ”Axiomatic Design Theory for Systems Research in Engineering Design”, Springer-Verlag London Limited, pp.189–209.
 Suh, N.P. (1995), “Design and operation of large systems”, Journal of Manufacturing Systems,Vol. 14, No. 3, pp. 203-213.
 Simon, R. and Clair, R.K.St. (1998), “The Systems Approach: Fresh Solutions to Complex Problems Through Combining Science and Practical Common Sense”, Anaheim, CA: KNI, Inc.
 Systems Engineering Handbook, version 2a, INCOSE, 2004, pp. 10, 15.
 Kossiakoff,A., Sweet, N., Seymour, S., and Biemer,M.(2011), “Systems Engineering Principles and Practice”, 2nd Edition, Wiley Press, PP. 3, 27, 45.
 Mostashari, A., and Sussman, J. (2005), “Engaging Stakeholders in Engineering Systems Representation and Modeling, Papers”, pdfs, Symposium, ESD, M.I.T, 2005.
 Mele, C., Pels, J., and, Polese, F. (2010), “A Brief Review of Systems Theories and Their Managerial Applications”, Service Science, 2 (1/2), pp. 126–135.
 International Council on Systems Engineering (INCOSE), Systems Engineering Handbook Version 3.1, August 2007, pp. 3.3-3.8.
 Suh, N.P. (2001), “Axiomatic Design: Advances and Applications”, 1st Edition, Oxford University Press, 2001.
 Sailor, J.D., R.H. Thayer, M. Dorfman (1990.), “System engineering: An introduction. In System and Software Requirements Engineering”, IEEE, Computer Society Press, Los Alamitos, CA USA, PP. 35– 47.
 Chambers, G.J., Manos, K.L., Monision, A.F., and Wirth, J.M. (1992.), “Requirements: Their origin, format and control”. In Systems Engineering for the 21st Century, 2nd Amu. Int. Symposium, INCOSE, PP. 83–90.
 Grady, J.O. (2013), “System Requirements Analysis”, 2nd Edition, Elsevier, USA.
 Military Standard, MIL-STD 499B (draft) on Engineering Management, Systems Engineering, 1993.
 Suh, N.P. (2007), “Ergonomics, Axiomatic Design and Complexity Theory”, Theoretical Issues in Ergonomics Science, Vol. 8, No. 2, pp. 101-121.
 Levis, A., (1993). National Missile Defense (NMD) Command And Control Methodology Development, Contract Data Requirements List A005 report for U.S. Army Contract MDA 903–88-0019, Delivery Order 0042. George Mason University,Center of Excellence in Command, Control, Communications, and Intelligence,Fairfax, VA.
 Fitts. P.M. (1951), “Human Engineering for an Effective Air Navigation and Traffic Control System” Washington, DC: National Research Council.
 Fitts. P.M. (1962), “Function of Man in Complex Systems”, Aerospace Engineering, 21(1), 34-39.
 Jordan. N. (1963), “Allocation of functions between man and machines in automated systems”, Journal of Applied Psychology, 47(3), 161-165.
 Prince, H. (1985), “The allocation of function in systems”, Human Factors, 27, 33-45.
 Saaty. T.L. (1980), “The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation”, McGraw-Hil, New York, NY.
 Yang. H. and Zhu. X. and Li. D. and Guo. J. (2007), “Research on function allocation of man- machine System”, Machinery Design & Manufacture, 7, 151-153.
 Yi. H. and Song. B. and Ji. D. (2007), “Research on Man-Machine Function Allocation of the Ground Control Station for Unmanned Aerial Vehicle of Scenario”, Fire Control and Command Control, 32(12), 129- 132.
 Tang. Z. and Zhang A. Cao. L. (2008), “Study on Man-Machine Function Allocation of Intelligent Fire and Command Control System”, Fire Control and Command Control, 33(3), 39-43.
 Hancock, H. A. & Chignell, M. H. (1992), “Adaptive allocation by intelligent interfaces”.
 Kantowitz. B. and Sorkin. R. (1987), “Allocation of functions”. In G. SALVENDY, Ed. Handbook of Human Factors, New York: Wiley, 365- 369.
 Hou, T., Lin, L. & Drury, C. G. (1993), “An empirical study of hybrid inspection system and allocation of inspection functions”, International journal of human factors in manufacturing systems, 351-367.
 Sheridan, T. B. (2000), “Function allocation: algorithm, alchemy or apostasy? “, International Journal of Human-Computer Studies, 52, 203- 216.
 Parasuraman, R. & Wickens, C. D. (2008), “Humans: Still Vital After All These Years of Automation”, Golden anniversity special issue of Human Factors, 50, 511-520.
 Parasuraman, R., Sheridan, T. B. & Wickens, C. D. (2000) A model for types and levels of human interaction with automation. IEEE transactions on system, man, and cybernetics - Part A: Systems and humans, 30, 286-296.
 Gumus, B. (2005),”Axiomatic Product Development Lifecycle (APDL) Model”, PhD Dissertation, TTU.
 Taguchi, G., Chowdhury, S., and Taguchi, S. (2000), 1st Edition, “Robust Engineering”, McGraw-Hill, New York.
 Taguchi, G. (1989), “Taguchi methods: case studies from the U.S. and Europe”, Japanese Standards Association.
 Maruskin (2012), J.M., “Essential Linear Algebra”, the Revised Edition, Solar Crest Publishing, LLC, San Jose, California, USA.
 U.S. Energy Information Administration - Available: http://www.eia.gov/electricity, visited the May 25, 2013.
 Tate (1998), D., A Roadmap for Decomposition: Activities, Theories, and Tools for System Design, PH.D Dissertation, Department of Mechanical Engineering, Massachusetts Institute of Technology (M.I.T), CA, USA, December 1998.
 Hao, Y., Kantola, J. (2013), Arenas, R. R. V., Wu, M., Knowledge Services in campus : The Application of Axiomatic Design, Proceedings of ICAD2013 The Seventh International Conference on Axiomatic Design Worcester – June 27-28, 2013 ICAD-2013-10.
 Marchesi, M., Kim, S. G., Matt, D. T. (2013), Application of The Axiomatic Design Approach to The Design of Architectural systems: A Literature Review, Proceedings of ICAD 2013, The Seventh International Conference on Axiomatic Design, Worcester – June 27-28, 2013, ICAD-2013-23.
 Thompson, M. (2009), Thomas, B. C., Hopkins, J. B., “Applying Aximatic Design to The Educational Process”, Proceedings of ICAD2009, The Fifth International Conference on Axiomatic Design, Campus de Caparica – March 25-27, 2009
 Pastor, J. B. R., Benavides E. M. (2011), “Axiomatic Design of an Airport Passenger Terminal”, The Sixth International Conference on Axiomatic Design, Daejeon, March 30-31, 2011.
 Santos, A., Silva, A., Gonçalves-Coelho, A. (2009), “The Minimum Constraint Design and The First Axiom”, Proceedings of ICAD2009, The Fifth International Conference on Axiomatic Design, Campus de Caparica – March 25-27, 2009
 Cavique, M., Goncalves-Coelho, A., “An Energy Efficiency Framework for Design of HVAC Systems”, The Fifth International Conference on Axiomatic Design, Campus de Caparica, March 25-27, 2009.
 Yang, K. (2008), Voice of Customer: Capture and Analysis, McGraw- Hill.
 Gumus, B.; Ertas, A.; Tate, D.; Cicek, I. (2008), “The Transdisciplinary Product Development Lifecycle Model”, Journal of Engineering Design, Vol. 19, No. 3, pp. 185-200, June 2008.
 K. Yang and B. El-Haik (2003), “Design for Six Sigma: A Roadmap for Product Development”, 1st edition, McGraw-Hill, 2003, PP: 200-208
 EL-HAIK, B. S. (2005), Axiomatic Quality: Integrating Axiomatic Design with Six-Sigma, Reliability, and Quality Engineering, New Jersey: John Wiley & Sons.