- System of systems
System of systems is a
monikerfor a collection of task-oriented or dedicated systems that pool their resources and capabilities together to obtain a new, more complex, 'meta-system' which offers more functionality and performance than simply the sum of the constituent systems. Currently, systems of systems is a critical research discipline for which frames of reference, thought processes, quantitative analysis, tools, and design methods are incomplete. [ [http://www.potomacinstitute.com/academiccen/SoS%20Summer%20Conversation%20report.pdf] Popper, S., Bankes, S., Callaway, R., and DeLaurentis, D., [http://www.potomacinstitute.org/academiccen/sos.htm "System-of-Systems Symposium: Report on a Summer Conversation"] , July 21-22, 2004, Potomac Institute for Policy Studies, Arlington, VA. ] The methodology for defining, abstracting, modeling, and analyzing system of systems problems is typically referred to as system of systems engineering.
Commonly proposed descriptions—not necessarily definitions—of systems of systems, [ collected partly from: [http://ieeesmc2005.unm.edu/SoSE_Defn.htm] Jamshidi, M., "System-of-Systems Engineering - A Definition," IEEE SMC 2005, 10-12 Oct. 2005. ] are outlined below in order of their appearance in the literature:
# Linking systems into joint system of systems allows for the interoperability and synergism of Command, Control, Computers, Communications, and Information (C4I) and Intelligence, Surveillance and Reconnaissance (ISR) Systems: [ Manthorpe Jr., W.H., "The Emerging Joint System-of-Systems: A Systems Engineering Challenge and Opportunity for APL," Johns Hopkins APL Technical Digest, Vol. 17, No. 3 (1996), pp. 305–310. [http://techdigest.jhuapl.edu/td1703/manthorp.pdf] ] "description in the field of information superiority in modern military".
# System of systems are large-scale concurrent and distributed systems the components of which are complex systems themselves: [ Kotov, V. "Systems-of-Systems as Communicating Structures," Hewlett Packard Computer Systems Laboratory Paper HPL-97-124, (1997), pp. 1–15. [http://www.hpl.hp.com/techreports/97/HPL-97-124.pdf] ] "description in the field of communicating structures and information systems in private enterprise".
#System of systems education involves the integration of systems into system of systems that ultimately contribute to evolution of the social infrastructure: [Luskasik, S.J. "Systems, Systems-of-Systems, and the Education of Engineers," Artificial Intelligence for Engineering Design, Analysis, and Manufacturing, Vol. 12, No. 1 (1998), pp. 55-60.] "description in the field of education of engineers on the importance of systems and their integration".
# System of systems integration is a method to pursue development, integration, interoperability, and optimization of systems to enhance performance in future battlefield scenarios: [Pei, R.S., "Systems-of-Systems Integration (SoSI) – A Smart Way of Acquiring Army C4I2WS Systems," Proceedings of the Summer Computer Simulation Conference, (2000), pp. 574-579.] "description in the field of information intensive systems integration in the military".
# Modern systems that comprise system of systems problems are not monolithic, rather they have five common characteristics: operational independence of the individual systems, managerial independence of the systems, geographical distribution, emergent behavior and evolutionary development: [Sage, A.P., and C.D. Cuppan. “On the Systems Engineering and Management of Systems of Systems and Federations of Systems,” Information, Knowledge, Systems Management, Vol. 2, No. 4, 2001, pp. 325-345.] "description in the field of evolutionary acquisition of complex adaptive systems in the military".
# Enterprise systems of systems engineering is focused on coupling traditional systems engineering activities with enterprise activities of strategic planning and investment analysis: [Carlock, P.G., and R.E. Fenton. "System-of-Systems (SoS) Enterprise Systems for Information-Intensive Organizations," Systems Engineering, Vol. 4, No. 4 (2001), pp. 242-261.] "description in the field of information intensive systems in private enterprise".
#System of systems problems are a collection of trans-domain networks of heterogeneous systems that are likely to exhibit operational and managerial independence, geographical distribution, and emergent and evolutionary behaviors that would not be apparent if the systems and their interactions are modeled separately [DeLaurentis, D. “Understanding Transportation as a System of Systems Design Problem,” 43rd AIAA Aerospace Sciences Meeting, Reno, Nevada, January 10-13, 2005. AIAA-2005-0123. [http://www.aiaa.org/content.cfm?pageid=406&gTable=Paper&gID=25161]
DeLaurentis, D. A. and Callaway, R. K. “A System of Systems Perspective for Future Public Policy,” Review of Policy Research, Vol. 21, No. 6, 2004. pp. 829-837. [http://www.blackwell-synergy.com/doi/full/10.1111/j.1541-1338.2004.00111.x?cookieSet=1] ] : "description in the field of National Transportation System, Integrated Military and Space Exploration".
Taken together, all these descriptions suggest that a complete system of systems engineering framework is needed to improve decision support for system of systems problems. Specifically, an effective system of systems engineering framework is needed to help decision makers to determine whether related infrastructure, policy, and/or technology considerations as an interrelated whole are good, bad, or neutral over time. [ [http://www.blackwell-synergy.com/doi/full/10.1111/j.1541-1338.2004.00111.x?prevSearch=allfield%3A%28delaurentis%29] DeLaurentis, D., Callaway, R.K., "A System-of-Systems Perspective for Public Policy Decisions," Review of Public Policy Research, Vol. 21, Issue 6, Nov. 2004, pp. 829-837. ] The need to solve system of systems problems is urgent not only because of the growing complexity of today’s grand challenges, but also because such problems require large monetary and resource investments with multi-generational consequences.
The system-of-systems approach
While the individual systems constituting a system of systems can be very different and operate independently, their interactions typically expose and deliver important
emergentproperties. These emergent patterns have an evolving nature that stakeholders for these problems must recognize, analyze, and understand. The system of systems approach does not advocate particular tools, methods, or practices; instead, it promotes a new way of thinking for solving grand challenges where the interactions of technology, policy, and economics are the primary drivers. System of systems study is related to the general study of architecting, complexityand systems engineering, but also brings to the forefront the additional challenge of design. Systems of systems typically exhibit the behaviors of complex systems. But not all complex problems fall in the realm of systems of systems. Inherent to system of systems problems are several combinations of traits, not all of which are exhibited by every such problem: [ [https://engineering.purdue.edu/people/daniel.a.delaurentis.1/index_files/Page356.htm] DeLaurentis, D., "Research Foundations," School of Aeronautics and Astronautics, Purdue University, West Lafayette, IN, 2007. ]
* Operational Independence of Elements
* Managerial Independence of Elements
* Evolutionary Development
* Emergent Behavior
* Geographical Distribution of Elements
* Inter-disciplinary Study
* Heterogeneity of Systems
* Networks of Systems
The first five traits are known as Maier’s criteria [ Maier, M.W., "Architecting Principles for System of Systems," Systems Engineering, Vol. 1, No. 4, 1998, pp. 267-284. ] for identifying system of systems challenges. The remaining three traits have been proposed from the study of mathematical implications of modeling and analyzing system of systems challenges by Dr. Daniel DeLaurentis and his co-researchers at Purdue University. [ [https://engineering.purdue.edu/Engr/Signature/SoS/] "Systems of Systems (SoS)," College of Engineering, Purdue University, West Lafayette, IN, 2007. ]
Current research into effective approaches to system of systems problems includes:
* Establishment of an effective frame of reference
* Crafting of a unifying lexicon [ [https://engineering.purdue.edu/people/daniel.a.delaurentis.1/index_files/Page439.htm] DeLaurentis D., "System of Systems Definition and Vocabulary," School of Aeronautics and Astronautics, Purdue University, West Lafayette, IN, 2007.]
* Study of Architecting
* Study of various modeling, simulation, and analysis techniques
** agent-based modeling
** general systems theory
** probabilistic robust design (including uncertainty modeling/management)
** object oriented simulation and programming
** multi-objective optimization
* Study of various numerical and visual tools for capturing the interaction of system requirements, concepts, and technologies
Systems of systems, while still being investigated predominantly in the defense sector, is also seeing application in such fields as national air and auto
transportationand space exploration. Other applications where it can be applied include health care, design of the Internet, and softwareintegration.
Educational institutions and industry
Collaboration among wide array of organizations is helping to drive development of defining system of systems problem class and methodology for modeling and analysis of system of systems problems. There are ongoing projects throughout many commercial entities, research institutions, academic programs, and government agencies. Universities working on system-of-systems problems include Purdue University, the University of Kansas, the Georgia Institute of Technology, Old Dominion University, George Mason University, the University of New Mexico and the Massachusetts Institute of Technology. Corporations active in this research are
BAE Systems, Northrop Grumman, Boeing, Raytheon, Thales Groupand Lockheed Martin. The U.S. Federal Aviation Administration, NASA, and Department of Defense (DoD) are some of the government agencies that perform and support research in systems of systems research and applications. For example, DoD recently established the National Centers for System of Systems Engineering [ [http://www.eng.odu.edu/ncsose/ National Centers for System-of-Systems Engineering] ] to develop a formal methodology for system-of-systems engineering for applications in defense-related projects. In another example, according to the Exploration Systems Architecture Study, NASA established the Exploration Systems Mission Directorate (ESMD) organization to lead the development of a new exploration “system-of-systems” to accomplish the goals outlined by President G.W. Bush in the 2004 Vision for Space Exploration.
Enterprise systems engineering
System of systems engineering
Yaneer Bar-Yamand others, [http://necsi.org/education/oneweek/winter05/NECSISoS.pdf "The Characteristics and Emerging Behaviors of System-of-Systems"] in: NECSI: Complex Physical, Biological and Social Systems Project, January 7, 2004.
* Boulding, K.E., "General Systems Theory - The Skeleton of Science," Management Science, Vol. 2, No. 3, ABI/INFORM Global, pp. 197-208.
* Crossley, W.A., [https://engineering.purdue.edu/Engr/Signature/SoS/ "System-of-Systems:"] , Introduction of Purdue University Schools of Engineering's Signature Area.
* DeLaurentis, D. “Understanding Transportation as a System of Systems Design Problem,” 43rd AIAA Aerospace Sciences Meeting, Reno, Nevada, January 10-13, 2005. AIAA-2005-0123.
* J. Lewe, D. Mavris, [http://www.asdl.gatech.edu/publications/pdf/2004/ICAS-2004%20Lewe%20DD.pdf] "Foundation for Study of Future Transportation Systems Through Agent-Based Simulation"}, in: Proceedings of 24th International Congress of the Aeronautical Sciences (ICAS), Yokohama, Japan, August 2004. Session 8.1.
* Maier, M.W., "Architecting Principles for System of Systems," Systems Engineering, Vol. 1, No. 4, 1998, pp. 267-284.
* Popper, S., Bankes, S., Callaway, R., and DeLaurentis, D., [http://www.potomacinstitute.org/academiccen/sos.htm "System-of-Systems Symposium: Report on a Summer Conversation"] , July 21-22, 2004, Potomac Institute for Policy Studies, Arlington, VA.
* Held, J.M., "The Modelling of Systems of Systems", PhD Thesis, University of Sydney, 2008
* [http://ieeesose2006.ece.unm.edu/ IEEE International Conference on System of Systems Engineering] (SoSE)
* [http://www.sosece.org/ System of Systems Engineering Center of Excellence]
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